CSC '93 Proceedings of the 1993 ACM conference on Computer science
A statistical approach to decision tree modeling
COLT '94 Proceedings of the seventh annual conference on Computational learning theory
Efficient agnostic PAC-learning with simple hypothesis
COLT '94 Proceedings of the seventh annual conference on Computational learning theory
Efficient top-down induction of logic programs
ACM SIGART Bulletin
PODS '94 Proceedings of the thirteenth ACM SIGACT-SIGMOD-SIGART symposium on Principles of database systems
Automated learning of decision rules for text categorization
ACM Transactions on Information Systems (TOIS)
Towards language independent automated learning of text categorization models
SIGIR '94 Proceedings of the 17th annual international ACM SIGIR conference on Research and development in information retrieval
Machine Learning Approaches to Estimating Software Development Effort
IEEE Transactions on Software Engineering
Applications of machine learning and rule induction
Communications of the ACM
Applications of inductive logic programming
Communications of the ACM
An extensible classifier for semi-structured documents
CIKM '95 Proceedings of the fourth international conference on Information and knowledge management
Detecting change in legal concepts
ICAIL '95 Proceedings of the 5th international conference on Artificial intelligence and law
Predicting nearly as well as the best pruning of a decision tree
COLT '95 Proceedings of the eighth annual conference on Computational learning theory
Symbolic Representation of Neural Networks
Computer - Special issue: neural computing: companion issue to Spring 1996 IEEE Computational Science & Engineering
IEEE Transactions on Pattern Analysis and Machine Intelligence
Data mining using two-dimensional optimized association rules: scheme, algorithms, and visualization
SIGMOD '96 Proceedings of the 1996 ACM SIGMOD international conference on Management of data
Learning decision tree classifiers
ACM Computing Surveys (CSUR)
Mining optimized association rules for numeric attributes
PODS '96 Proceedings of the fifteenth ACM SIGACT-SIGMOD-SIGART symposium on Principles of database systems
On the boosting ability of top-down decision tree learning algorithms
STOC '96 Proceedings of the twenty-eighth annual ACM symposium on Theory of computing
Evidence-based static branch prediction using machine learning
ACM Transactions on Programming Languages and Systems (TOPLAS)
Bias/variance analyses of mixtures-of-experts architectures
Neural Computation
Characterizing and modeling the cost of rework in a library of reusable software components
ICSE '97 Proceedings of the 19th international conference on Software engineering
Predicting Nearly As Well As the Best Pruning of a Decision Tree
Machine Learning - Special issue on the eighth annual conference on computational learning theory, (COLT '95)
Pruning Algorithms for Rule Learning
Machine Learning
Computing Optimal Attribute Weight Settings for Nearest NeighborAlgorithms
Artificial Intelligence Review - Special issue on lazy learning
IGTree: Using Trees for Compression and Classification in Lazy LearningAlgorithms
Artificial Intelligence Review - Special issue on lazy learning
Extracting rules from neural networks by pruning and hidden-unit splitting
Neural Computation
Using Background Knowledge to Build Multistrategy Learners
Machine Learning - Special issue on multistrategy learning
Some arguments about legal arguments
Proceedings of the 6th international conference on Artificial intelligence and law
Machine Learning - Special issue on inductive transfer
Feature Subset Selection within a Simulated Annealing DataMining Algorithm
Journal of Intelligent Information Systems
An Exact Probability Metric for Decision Tree Splitting and Stopping
Machine Learning
Proactive password checking with decision trees
Proceedings of the 4th ACM conference on Computer and communications security
DNA visual and analytic data mining
VIS '97 Proceedings of the 8th conference on Visualization '97
Learning probabilistically consistent linear threshold functions
COLT '97 Proceedings of the tenth annual conference on Computational learning theory
An adaptive UNIX command-line assistant
AGENTS '97 Proceedings of the first international conference on Autonomous agents
Decision Tree Induction Based on Efficient Tree Restructuring
Machine Learning
On the Optimality of the Simple Bayesian Classifier under Zero-One Loss
Machine Learning - Special issue on learning with probabilistic representations
Machine Learning - Special issue on learning with probabilistic representations
Automating the strategy selection for parallel heuristic search
ACM-SE 36 Proceedings of the 36th annual Southeast regional conference
A data mining application: customer retention at the Port of Singapore Authority (PSA)
SIGMOD '98 Proceedings of the 1998 ACM SIGMOD international conference on Management of data
SIGMOD '98 Proceedings of the 1998 ACM SIGMOD international conference on Management of data
Hybrid Classifiers for Financial Multicriteria Decision Making: TheCase of Bankruptcy Prediction
Computational Economics
Self bounding learning algorithms
COLT' 98 Proceedings of the eleventh annual conference on Computational learning theory
Using decision tree confidence factors for multi-agent control
AGENTS '98 Proceedings of the second international conference on Autonomous agents
New Techniques for Data Reduction in a Database System for Knowledge Discovery Applications
Journal of Intelligent Information Systems
Temporal sequence learning and data reduction for anomaly detection
CCS '98 Proceedings of the 5th ACM conference on Computer and communications security
Applying design patterns to decision tree learning system
SIGSOFT '98/FSE-6 Proceedings of the 6th ACM SIGSOFT international symposium on Foundations of software engineering
Machine Learning - Special issue on applications of machine learning and the knowledge discovery process
Machine Learning for the Detection of Oil Spills in Satellite Radar Images
Machine Learning - Special issue on applications of machine learning and the knowledge discovery process
Knowledge-Based Learning in Exploratory Science: Learning Rules to Predict Rodent Carcinogenicity
Machine Learning - Special issue on applications of machine learning and the knowledge discovery process
High dictionary compression for proactive password checking
ACM Transactions on Information and System Security (TISSEC)
Knowledge intensive exception spaces
AAAI '98/IAAI '98 Proceedings of the fifteenth national/tenth conference on Artificial intelligence/Innovative applications of artificial intelligence
Boosting in the limit: maximizing the margin of learned ensembles
AAAI '98/IAAI '98 Proceedings of the fifteenth national/tenth conference on Artificial intelligence/Innovative applications of artificial intelligence
Feature generation for sequence categorization
AAAI '98/IAAI '98 Proceedings of the fifteenth national/tenth conference on Artificial intelligence/Innovative applications of artificial intelligence
Machine learning of generic and user-focused summarization
AAAI '98/IAAI '98 Proceedings of the fifteenth national/tenth conference on Artificial intelligence/Innovative applications of artificial intelligence
The NASD regulation advanced detection system (ADS)
AAAI '98/IAAI '98 Proceedings of the fifteenth national/tenth conference on Artificial intelligence/Innovative applications of artificial intelligence
Machine Learning - Special issue on context sensitivity and concept drift
Axiomatic Approach to Feature Subset Selection Based on Relevance
IEEE Transactions on Pattern Analysis and Machine Intelligence
Data Compression and Local Metrics for Nearest Neighbor Classification
IEEE Transactions on Pattern Analysis and Machine Intelligence
Team-partitioned, opaque-transition reinforcement learning
Proceedings of the third annual conference on Autonomous Agents
On being a teammate: experiences acquired in the design of RoboCup teams
Proceedings of the third annual conference on Autonomous Agents
An investigation on the use of machine learned models for estimating correction costs
Proceedings of the 20th international conference on Software engineering
Multiclass learning, boosting, and error-correcting codes
COLT '99 Proceedings of the twelfth annual conference on Computational learning theory
COLT '99 Proceedings of the twelfth annual conference on Computational learning theory
Separate-and-Conquer Rule Learning
Artificial Intelligence Review
Guest Editors‘ Introduction: Machine Learning and Natural Language
Machine Learning - Special issue on natural language learning
Forgetting Exceptions is Harmful in Language Learning
Machine Learning - Special issue on natural language learning
Using Decision Trees to Construct a Practical Parser
Machine Learning - Special issue on natural language learning
Learning Information Extraction Rules for Semi-Structured and Free Text
Machine Learning - Special issue on natural language learning
Parsimonious downgrading and decision trees applied to the inference problem
Proceedings of the 1998 workshop on New security paradigms
Classification and regression: money *can* grow on trees
KDD '99 Tutorial notes of the fifth ACM SIGKDD international conference on Knowledge discovery and data mining
Efficient progressive sampling
KDD '99 Proceedings of the fifth ACM SIGKDD international conference on Knowledge discovery and data mining
Entropy-based subspace clustering for mining numerical data
KDD '99 Proceedings of the fifth ACM SIGKDD international conference on Knowledge discovery and data mining
Pruning and summarizing the discovered associations
KDD '99 Proceedings of the fifth ACM SIGKDD international conference on Knowledge discovery and data mining
MetaCost: a general method for making classifiers cost-sensitive
KDD '99 Proceedings of the fifth ACM SIGKDD international conference on Knowledge discovery and data mining
Extending naïve Bayes classifiers using long itemsets
KDD '99 Proceedings of the fifth ACM SIGKDD international conference on Knowledge discovery and data mining
A classification-based methodology for planning audit strategies in fraud detection
KDD '99 Proceedings of the fifth ACM SIGKDD international conference on Knowledge discovery and data mining
A study of support vectors on model independent example selection
KDD '99 Proceedings of the fifth ACM SIGKDD international conference on Knowledge discovery and data mining
Discovery of fraud rules for telecommunications—challenges and solutions
KDD '99 Proceedings of the fifth ACM SIGKDD international conference on Knowledge discovery and data mining
Optimization of collection efforts in automobile financing—a KDD supported environment
KDD '99 Proceedings of the fifth ACM SIGKDD international conference on Knowledge discovery and data mining
Mining interesting knowledge using DM-II
KDD '99 Proceedings of the fifth ACM SIGKDD international conference on Knowledge discovery and data mining
ATTICS (poster abstract): a software platform for online text classification
Proceedings of the 22nd annual international ACM SIGIR conference on Research and development in information retrieval
Just the fax—differentiating voice and fax phone lines using call billing data
Proceedings of the tenth annual ACM-SIAM symposium on Discrete algorithms
Estimating generalization error using out-of-bag estimates
AAAI '99/IAAI '99 Proceedings of the sixteenth national conference on Artificial intelligence and the eleventh Innovative applications of artificial intelligence conference innovative applications of artificial intelligence
A simple, fast, and effective rule learner
AAAI '99/IAAI '99 Proceedings of the sixteenth national conference on Artificial intelligence and the eleventh Innovative applications of artificial intelligence conference innovative applications of artificial intelligence
Detecting feature interactions from accuracies of random feature subsets
AAAI '99/IAAI '99 Proceedings of the sixteenth national conference on Artificial intelligence and the eleventh Innovative applications of artificial intelligence conference innovative applications of artificial intelligence
Toward a theoretical understanding of why and when decision tree pruning algorithms fail
AAAI '99/IAAI '99 Proceedings of the sixteenth national conference on Artificial intelligence and the eleventh Innovative applications of artificial intelligence conference innovative applications of artificial intelligence
Feature selection in SVM text categorization
AAAI '99/IAAI '99 Proceedings of the sixteenth national conference on Artificial intelligence and the eleventh Innovative applications of artificial intelligence conference innovative applications of artificial intelligence
Automated instructor assistant for ship damage control
AAAI '99/IAAI '99 Proceedings of the sixteenth national conference on Artificial intelligence and the eleventh Innovative applications of artificial intelligence conference innovative applications of artificial intelligence
AAAI '99/IAAI '99 Proceedings of the sixteenth national conference on Artificial intelligence and the eleventh Innovative applications of artificial intelligence conference innovative applications of artificial intelligence
Machine learning and data mining
Communications of the ACM
Training a selection function for extraction
Proceedings of the eighth international conference on Information and knowledge management
Temporal sequence learning and data reduction for anomaly detection
ACM Transactions on Information and System Security (TISSEC)
Meta Analysis of Classification Algorithms for Pattern Recognition
IEEE Transactions on Pattern Analysis and Machine Intelligence
Toward adding knowledge to learning algorithms for indexing legal cases
ICAIL '99 Proceedings of the 7th international conference on Artificial intelligence and law
Representation of electronic mail filtering profiles: a user study
Proceedings of the 5th international conference on Intelligent user interfaces
APE: learning user's habits to automate repetitive tasks
Proceedings of the 5th international conference on Intelligent user interfaces
Using Model Trees for Classification
Machine Learning
What do Constructive Learners Really Learn?
Artificial Intelligence Review
Globally Optimal Fuzzy Decision Trees for Classification and Regression
IEEE Transactions on Pattern Analysis and Machine Intelligence
Statistical Pattern Recognition: A Review
IEEE Transactions on Pattern Analysis and Machine Intelligence
Papyrus: a system for data mining over local and wide area clusters and super-clusters
SC '99 Proceedings of the 1999 ACM/IEEE conference on Supercomputing
SAC '97 Proceedings of the 1997 ACM symposium on Applied computing
Knowledge discovery in databases: tools and techniques
Crossroads - Special issue on networks and distributed systems
General and Efficient Multisplitting of Numerical Attributes
Machine Learning
Proceedings of the 14th international conference on Supercomputing
Privacy-preserving data mining
SIGMOD '00 Proceedings of the 2000 ACM SIGMOD international conference on Management of data
Hierarchy-based mining of association rules in data warehouses
SAC '00 Proceedings of the 2000 ACM symposium on Applied computing - Volume 1
PODS '00 Proceedings of the nineteenth ACM SIGMOD-SIGACT-SIGART symposium on Principles of database systems
Content-based book recommending using learning for text categorization
DL '00 Proceedings of the fifth ACM conference on Digital libraries
Learning functions represented as multiplicity automata
Journal of the ACM (JACM)
Automated assistants to aid humans in understanding team behaviors
AGENTS '00 Proceedings of the fourth international conference on Autonomous agents
The Art of Building Decision Trees
Journal of Medical Systems
Strategies in Combined Learning via Logic Programs
Machine Learning - Special issue on multistrategy learning
Refining Numerical Constants in First Order Logic Theories
Machine Learning - Special issue on multistrategy learning
Data Mining in Large Databases Using Domain Generalization Graphs
Journal of Intelligent Information Systems
Machine Learning for Intelligent Processing of Printed Documents
Journal of Intelligent Information Systems - Special issue on methodologies for intelligent information systems
A Machine Learning Approach to POS Tagging
Machine Learning
SIGIR '00 Proceedings of the 23rd annual international ACM SIGIR conference on Research and development in information retrieval
Extracting sentence segments for text summarization: a machine learning approach
SIGIR '00 Proceedings of the 23rd annual international ACM SIGIR conference on Research and development in information retrieval
Mining high-speed data streams
Proceedings of the sixth ACM SIGKDD international conference on Knowledge discovery and data mining
Multi-level organization and summarization of the discovered rules
Proceedings of the sixth ACM SIGKDD international conference on Knowledge discovery and data mining
RuleViz: a model for visualizing knowledge discovery process
Proceedings of the sixth ACM SIGKDD international conference on Knowledge discovery and data mining
Growing decision trees on support-less association rules
Proceedings of the sixth ACM SIGKDD international conference on Knowledge discovery and data mining
Multivariate discretization of continuous variables for set mining
Proceedings of the sixth ACM SIGKDD international conference on Knowledge discovery and data mining
Efficient algorithms for constructing decision trees with constraints
Proceedings of the sixth ACM SIGKDD international conference on Knowledge discovery and data mining
A classifier for semi-structured documents
Proceedings of the sixth ACM SIGKDD international conference on Knowledge discovery and data mining
Classification and visualization for high-dimensional data
Proceedings of the sixth ACM SIGKDD international conference on Knowledge discovery and data mining
Data mining solves tough semiconductor manufacturing problems
Proceedings of the sixth ACM SIGKDD international conference on Knowledge discovery and data mining
Genome scale prediction of protein functional class from sequence using data mining
Proceedings of the sixth ACM SIGKDD international conference on Knowledge discovery and data mining
Data mining to detect abnormal behavior in aerospace data
Proceedings of the sixth ACM SIGKDD international conference on Knowledge discovery and data mining
Textual data mining of service center call records
Proceedings of the sixth ACM SIGKDD international conference on Knowledge discovery and data mining
Automating exploratory data analysis for efficient data mining
Proceedings of the sixth ACM SIGKDD international conference on Knowledge discovery and data mining
Identifying prospective customers
Proceedings of the sixth ACM SIGKDD international conference on Knowledge discovery and data mining
Targeting the right students using data mining
Proceedings of the sixth ACM SIGKDD international conference on Knowledge discovery and data mining
On the Algorithmic Implementation of Stochastic Discrimination
IEEE Transactions on Pattern Analysis and Machine Intelligence
Machine Learning for Information Extraction in Informal Domains
Machine Learning - Special issue on information retrieval
Implementation Issues in the Fourier Transform Algorithm
Machine Learning
Constructing X-of-N Attributes for Decision Tree Learning
Machine Learning
Towards an estimation aid for nuclear power plant refueling operations
IEA/AIE '00 Proceedings of the 13th international conference on Industrial and engineering applications of artificial intelligence and expert systems: Intelligent problem solving: methodologies and approaches
Meta-classifiers and selective superiority
IEA/AIE '00 Proceedings of the 13th international conference on Industrial and engineering applications of artificial intelligence and expert systems: Intelligent problem solving: methodologies and approaches
Proceedings of the ninth international conference on Information and knowledge management
Clustering through decision tree construction
Proceedings of the ninth international conference on Information and knowledge management
Automatically summarising Web sites: is there a way around it?
Proceedings of the ninth international conference on Information and knowledge management
ICIS '00 Proceedings of the twenty first international conference on Information systems
A framework for dynamic energy efficiency and temperature management
Proceedings of the 33rd annual ACM/IEEE international symposium on Microarchitecture
Web for data mining: organizing and interpreting the discovered rules using the Web
ACM SIGKDD Explorations Newsletter
Technical Note: Naive Bayes for Regression
Machine Learning
Selecting Examples for Partial Memory Learning
Machine Learning
Lazy Learning of Bayesian Rules
Machine Learning
DNA segmentation as a model selection process
RECOMB '01 Proceedings of the fifth annual international conference on Computational biology
Enlarging the Margins in Perceptron Decision Trees
Machine Learning
Machine Learning
A Default Logic Based Framework for Context-Dependent Reasoning with Lexical Knowledge
Journal of Intelligent Information Systems
Constructing multi-granular and topic-focused web site maps
Proceedings of the 10th international conference on World Wide Web
Robust Classification for Imprecise Environments
Machine Learning
The Effect of Instance-Space Partition on Significance
Machine Learning
Machine Learning
Automated Cellular Modeling and Prediction on a Large Scale
Artificial Intelligence Review - Issues on the application of data mining
Customer Retention via Data Mining
Artificial Intelligence Review - Issues on the application of data mining
Mining needle in a haystack: classifying rare classes via two-phase rule induction
SIGMOD '01 Proceedings of the 2001 ACM SIGMOD international conference on Management of data
Adjustable autonomy in real-world multi-agent environments
Proceedings of the fifth international conference on Autonomous agents
Agents teaching agents to share meaning
Proceedings of the fifth international conference on Autonomous agents
Automatic categorization of case law
Proceedings of the 8th international conference on Artificial intelligence and law
Data Mining with optimized two-dimensional association rules
ACM Transactions on Database Systems (TODS)
Automatic generation of concise summaries of spoken dialogues in unrestricted domains
Proceedings of the 24th annual international ACM SIGIR conference on Research and development in information retrieval
Predicting nearly as well as the best pruning of a decision tree through dynamic programming scheme
Theoretical Computer Science
Data mining criteria for tree-based regression and classification
Proceedings of the seventh ACM SIGKDD international conference on Knowledge discovery and data mining
Mining time-changing data streams
Proceedings of the seventh ACM SIGKDD international conference on Knowledge discovery and data mining
Learning and making decisions when costs and probabilities are both unknown
Proceedings of the seventh ACM SIGKDD international conference on Knowledge discovery and data mining
Mining massively incomplete data sets by conceptual reconstruction
Proceedings of the seventh ACM SIGKDD international conference on Knowledge discovery and data mining
Identifying non-actionable association rules
Proceedings of the seventh ACM SIGKDD international conference on Knowledge discovery and data mining
A streaming ensemble algorithm (SEA) for large-scale classification
Proceedings of the seventh ACM SIGKDD international conference on Knowledge discovery and data mining
Segmentation-based modeling for advanced targeted marketing
Proceedings of the seventh ACM SIGKDD international conference on Knowledge discovery and data mining
SQL database primitives for decision tree classifiers
Proceedings of the tenth international conference on Information and knowledge management
E-business enterprise data mining
Tutorial notes of the seventh ACM SIGKDD international conference on Knowledge discovery and data mining
Detecting Faces in Images: A Survey
IEEE Transactions on Pattern Analysis and Machine Intelligence
Hybrid inductive machine learning: an overview of CLIP algorithms
New learning paradigms in soft computing
Comparing Software Prediction Techniques Using Simulation
IEEE Transactions on Software Engineering - Special section on the seventh international software metrics symposium
MobiMine: monitoring the stock market from a PDA
ACM SIGKDD Explorations Newsletter
ACM SIGKDD Explorations Newsletter
ACM SIGKDD Explorations Newsletter
Understanding the Crucial Role of AttributeInteraction in Data Mining
Artificial Intelligence Review
BlOMIND-protein property prediction by property proximity profiles
Proceedings of the 2002 ACM symposium on Applied computing
Decision tree classification of spatial data streams using Peano Count Trees
Proceedings of the 2002 ACM symposium on Applied computing
Mining interesting regions using an evolutionary algorithm
Proceedings of the 2002 ACM symposium on Applied computing
Pthreads for dynamic and irregular parallelism
SC '98 Proceedings of the 1998 ACM/IEEE conference on Supercomputing
Toward reducing processor simulation time via dynamic reduction of microarchitecture complexity
SIGMETRICS '02 Proceedings of the 2002 ACM SIGMETRICS international conference on Measurement and modeling of computer systems
A flexible learning system for wrapping tables and lists in HTML documents
Proceedings of the 11th international conference on World Wide Web
Robust Learning with Missing Data
Machine Learning
Towards More Optimal Medical Diagnosing with Evolutionary Algorithms
Journal of Medical Systems
Why the elf acted autonomously: towards a theory of adjustable autonomy
Proceedings of the first international joint conference on Autonomous agents and multiagent systems: part 2
Using agents to reach an ontology consensus
Proceedings of the first international joint conference on Autonomous agents and multiagent systems: part 2
Approximate Match of Rules Using Backpropagation Neural Networks
Machine Learning
ADC '01 Proceedings of the 12th Australasian database conference
Intelligent visualisation of social network analysis data
VIP '00 Selected papers from the Pan-Sydney workshop on Visualisation - Volume 2
Learning to set up numerical optimizations of engineering designs
Data mining for design and manufacturing
Data mining for process and quality control in the semiconductor industry
Data mining for design and manufacturing
Data mining by attribute decomposition with semiconductor manufacturing case study
Data mining for design and manufacturing
Data mining for design and manufacturing
An evaluation of sampling methods for data mining with fuzzy C-means
Data mining for design and manufacturing
Non-traditional applications of data mining
Data mining for design and manufacturing
Control structures in hypothesis spaces: the influence on learning
Theoretical Computer Science
An introduction to inductive logic programming
Relational Data Mining
Three companions for data mining in first order logic
Relational Data Mining
Inducing classification and regression trees in first order logic
Relational Data Mining
How to upgrade propositional learners to first order logic: case study
Relational Data Mining
Propositionalization approaches to relational data mining
Relational Data Mining
Relational learning and boosting
Relational Data Mining
Density-Based Multiscale Data Condensation
IEEE Transactions on Pattern Analysis and Machine Intelligence
Classification trees for problems with monotonicity constraints
ACM SIGKDD Explorations Newsletter
A proposal for using continuous attributes in classification trees
SEKE '02 Proceedings of the 14th international conference on Software engineering and knowledge engineering
Learning to win process-control games watching game-masters
Information and Computation
Journal of the American Society for Information Science and Technology
An integrated approach for scaling up classification and prediction algorithms for data mining
SAICSIT '02 Proceedings of the 2002 annual research conference of the South African institute of computer scientists and information technologists on Enablement through technology
Learning Recursive Bayesian Multinets for Data Clustering by Means of Constructive Induction
Machine Learning - Special issue: Unsupervised learning
AuGEAS: authoritativeness grading, estimation, and sorting
Proceedings of the eleventh international conference on Information and knowledge management
Boosting to correct inductive bias in text classification
Proceedings of the eleventh international conference on Information and knowledge management
Using conjunction of attribute values for classification
Proceedings of the eleventh international conference on Information and knowledge management
Feature Generation Using General Constructor Functions
Machine Learning
Knowledge refinement based on the discovery of unexpected patterns in data mining
Decision Support Systems - Special issue: Formal modeling and electronic commerce
A Case-Based Model that Integrates Specificand General Knowledge in Reasoning
Applied Intelligence
Comparative Performance of Rule Quality Measures in an InductionSystem
Applied Intelligence
Applied Intelligence
Imputation of Missing Data in Industrial Databases
Applied Intelligence
FERNN: An Algorithm for Fast Extraction of Rules fromNeural Networks
Applied Intelligence
Interactive Case-Based Reasoning in Sequential Diagnosis
Applied Intelligence
MDS: An Integrated Architecture for Associational and Model-Based Diagnosis
Applied Intelligence
Enterprise Modeling and Decision-Support for Automating the Business Rules Lifecycle
Automated Software Engineering
A Distributed Framework for Parallel Data Mining Using HPJava
BT Technology Journal
On Bias, Variance, 0/1—Loss, and the Curse-of-Dimensionality
Data Mining and Knowledge Discovery
Extensions to the k-Means Algorithm for Clustering Large Data Sets with Categorical Values
Data Mining and Knowledge Discovery
Automatic Construction of Decision Trees from Data: A Multi-Disciplinary Survey
Data Mining and Knowledge Discovery
Scaling Up Inductive Logic Programming by Learning from Interpretations
Data Mining and Knowledge Discovery
A Survey of Methods for Scaling Up Inductive Algorithms
Data Mining and Knowledge Discovery
Partitioning Nominal Attributes in Decision Trees
Data Mining and Knowledge Discovery
CHAMP: A Prototype for Automated Cellular Churn Prediction
Data Mining and Knowledge Discovery
Parallel Formulations of Decision-Tree Classification Algorithms
Data Mining and Knowledge Discovery
RainForest—A Framework for Fast Decision Tree Construction of Large Datasets
Data Mining and Knowledge Discovery
PUBLIC: A Decision Tree Classifier that Integrates Building and Pruning
Data Mining and Knowledge Discovery
Expert-Driven Validation of Rule-Based User Models in Personalization Applications
Data Mining and Knowledge Discovery
Visualization and Analysis of Clickstream Data of Online Stores for Understanding Web Merchandising
Data Mining and Knowledge Discovery
Knowledge Discovery in Grammatically Analysed Corpora
Data Mining and Knowledge Discovery
Discovery of Web Robot Sessions Based on their Navigational Patterns
Data Mining and Knowledge Discovery
On Issues of Instance Selection
Data Mining and Knowledge Discovery
Adaptive Sampling Methods for Scaling Up Knowledge Discovery Algorithms
Data Mining and Knowledge Discovery
A Unifying View on Instance Selection
Data Mining and Knowledge Discovery
Discretization: An Enabling Technique
Data Mining and Knowledge Discovery
Learning Algorithms for Keyphrase Extraction
Information Retrieval
Hierarchical Clustering Using Non-Greedy Principal Direction Divisive Partitioning
Information Retrieval
Modelling the Likelihood of Software Process Improvement: An Exploratory Study
Empirical Software Engineering
Genetic Programming and Evolvable Machines
Inductive Learning with a Computational Network
Journal of Intelligent and Robotic Systems
Application of Machine Learning in Water Distribution Networks Assisted by Domain Experts
Journal of Intelligent and Robotic Systems
Multi-Layer Hierarchical Rule Learning in Reactive Robot Control Using Incremental Decision Trees
Journal of Intelligent and Robotic Systems
Named-Entity Recognition from Greek and English Texts
Journal of Intelligent and Robotic Systems
A Soft Computing Approach to Road Classification
Journal of Intelligent and Robotic Systems
The Frame Problem: An AI Fairy Tale
Minds and Machines
Learning Concepts by Arranging Appropriate Training Order
Minds and Machines
Hybrid Rule-Based/Neural Approach for Segmentation of MPEG Compressed Video
Multimedia Tools and Applications
Using Decision Trees for Agent Modeling: Improving Prediction Performance
User Modeling and User-Adapted Interaction
Predictive Statistical Models for User Modeling
User Modeling and User-Adapted Interaction
Applying classification algorithms in practice
Statistics and Computing
Bump hunting in high-dimensional data
Statistics and Computing
Families of splitting criteria for classification trees
Statistics and Computing
Using Correspondence Analysis to Combine Classifiers
Machine Learning
Maximizing Theory Accuracy Through Selective Reinterpretation
Machine Learning
Relational Reinforcement Learning
Machine Learning
Proceedings of the 8th international conference on Intelligent user interfaces
Summarization beyond sentence extraction: a probabilistic approach to sentence compression
Artificial Intelligence
simVar: A Similarity-Influenced Question Selection Criterion for e-Sales Dialogs
Artificial Intelligence Review
Acquiring Customers' Requirementsin Electronic Commerce
Artificial Intelligence Review
Automating extraction of logical domains in a web site
Data & Knowledge Engineering
Shape-based features for cat ganglion retinal cells classification
Real-Time Imaging
High-performance data mining with skeleton-based structured parallel programming
Parallel Computing - Parallel data-intensive algorithms and applications
A new classification method to overcome over-branching
Journal of Computer Science and Technology
Statistical color models with application to skin detection
International Journal of Computer Vision
Learning Prosodic Patterns for Mandarin Speech Synthesis
Journal of Intelligent Information Systems
Improving Data Quality in Practice: A Case Study in the Italian Public Administration
Distributed and Parallel Databases
Combining Classifiers with Meta Decision Trees
Machine Learning
Clustered Partial Linear Regression
Machine Learning
PAC-Bayesian Stochastic Model Selection
Machine Learning
Fuzzy Inductive Learning Strategies
Applied Intelligence
Scoring the Data Using Association Rules
Applied Intelligence
Experiences Acquired in the Design of RoboCup Teams: A Comparison of Two Fielded Teams
Autonomous Agents and Multi-Agent Systems
Evaluating Training Data Suitability for Decision Tree Induction
Journal of Medical Systems
Decision Trees: An Overview and Their Use in Medicine
Journal of Medical Systems
Predicting nearly as well as the best pruning of a planar decision graph
Theoretical Computer Science
Strategies for Parallel Data Mining
IEEE Concurrency
A Guide to the Literature on Learning Probabilistic Networks from Data
IEEE Transactions on Knowledge and Data Engineering
Data Mining: An Overview from a Database Perspective
IEEE Transactions on Knowledge and Data Engineering
Effective Data Mining Using Neural Networks
IEEE Transactions on Knowledge and Data Engineering
Generalized Version Space Learning Algorithm for Noisy and Uncertain Data
IEEE Transactions on Knowledge and Data Engineering
Feature Selection via Discretization
IEEE Transactions on Knowledge and Data Engineering
Use of Contextual Information for Feature Ranking and Discretization
IEEE Transactions on Knowledge and Data Engineering
Rule-Induction and Case-Based Reasoning: Hybrid Architectures Appear Advantageous
IEEE Transactions on Knowledge and Data Engineering
Symbolic Interpretation of Artificial Neural Networks
IEEE Transactions on Knowledge and Data Engineering
Data Categorization Using Decision Trellises
IEEE Transactions on Knowledge and Data Engineering
Induction By Attribute Elimination
IEEE Transactions on Knowledge and Data Engineering
Finding Interesting Patterns Using User Expectations
IEEE Transactions on Knowledge and Data Engineering
Knowledge Discovery by Inductive Neural Networks
IEEE Transactions on Knowledge and Data Engineering
Generalized Analytic Rule Extraction for Feedforward Neural Networks
IEEE Transactions on Knowledge and Data Engineering
Clustering and Classification in Structured Data Domains Using Fuzzy Lattice Neurocomputing (FLN)
IEEE Transactions on Knowledge and Data Engineering
Toward Multidatabase Mining: Identifying Relevant Databases
IEEE Transactions on Knowledge and Data Engineering
IEEE Transactions on Knowledge and Data Engineering
IEEE Transactions on Knowledge and Data Engineering
ACIRD: Intelligent Internet Document Organization and Retrieval
IEEE Transactions on Knowledge and Data Engineering
An Instance-Weighting Method to Induce Cost-Sensitive Trees
IEEE Transactions on Knowledge and Data Engineering
A Modified Chi2 Algorithm for Discretization
IEEE Transactions on Knowledge and Data Engineering
Binary Rule Generation via Hamming Clustering
IEEE Transactions on Knowledge and Data Engineering
Algorithms for Finding Attribute Value Group for Binary Segmentation of Categorical Databases
IEEE Transactions on Knowledge and Data Engineering
Best-Case Results for Nearest-Neighbor Learning
IEEE Transactions on Pattern Analysis and Machine Intelligence
Locally Adaptive Metric Nearest-Neighbor Classification
IEEE Transactions on Pattern Analysis and Machine Intelligence
Input Feature Selection by Mutual Information Based on Parzen Window
IEEE Transactions on Pattern Analysis and Machine Intelligence
Overcoming Process Delays with Decision Tree Induction
IEEE Expert: Intelligent Systems and Their Applications
Using Background Knowledge to Improve Inductive Learning: A Case Study in Molecular Biology
IEEE Expert: Intelligent Systems and Their Applications
Expert Prediction, Symbolic Learning, and Neural Networks: An Experiment on Greyhound Racing
IEEE Expert: Intelligent Systems and Their Applications
Data Mining and Forecasting in Large-Scale Telecommunication Networks
IEEE Expert: Intelligent Systems and Their Applications
Feature Transformation by Function Decomposition
IEEE Intelligent Systems
AI for Public Health: Self-Screening for Eye Diseases
IEEE Intelligent Systems
Probabilistic Estimation-Based Data Mining for Discovering Insurance Risks
IEEE Intelligent Systems
Data Mining to Predict Aircraft Component Replacement
IEEE Intelligent Systems
IEEE Intelligent Systems
Analyzing the Subjective Interestingness of Association Rules
IEEE Intelligent Systems
Mining Open Answers in Questionnaire Data
IEEE Intelligent Systems
IEEE Expert: Intelligent Systems and Their Applications
Visualization Support for Data Mining
IEEE Expert: Intelligent Systems and Their Applications
QProber: A system for automatic classification of hidden-Web databases
ACM Transactions on Information Systems (TOIS)
Learning of plan execution policies for indoor navigation
AI Communications - Special issue on KI-2001
Effect of pruning and early stopping on performance of a boosting ensemble
Computational Statistics & Data Analysis - Nonlinear methods and data mining
Predicting project delivery rates using the Naive-Bayes classifier
Journal of Software Maintenance: Research and Practice
Knowledge discovery techniques for predicting country investment risk
Computers and Industrial Engineering
Computers and Industrial Engineering
Using human perceptual categories for content-based retrieval from a medical image database
Computer Vision and Image Understanding
Interactive content-based image retrieval using relevance feedback
Computer Vision and Image Understanding
Hierarchical neuro-fuzzy quadtree models
Fuzzy Sets and Systems - Fuzzy models
An evaluation method of words tendency depending on time-series variation and its improvements
Information Processing and Management: an International Journal
Attribute generation based on association rules
Knowledge and Information Systems
Knowledge discovery with second-order relations
Knowledge and Information Systems
Automatic summarization of open-domain multiparty dialogues in diverse genres
Computational Linguistics - Summarization
On the quest for easy-to-understand splitting rules
Data & Knowledge Engineering
Text classification using ESC-based stochastic decision lists
Information Processing and Management: an International Journal
Extracting regression rules from neural networks
Neural Networks
Rule extraction from decision trees with complex nominal data
Neural, Parallel & Scientific Computations
Converting numerical classification into text classification
Artificial Intelligence
Distributed mining of classification rules
Knowledge and Information Systems
Learning premises of fuzzy rules for knowledge acquisition in classification problems
Knowledge and Information Systems
Rough set methods in feature selection and recognition
Pattern Recognition Letters - Special issue: Rough sets, pattern recognition and data mining
Using a mixture of probabilistic decision trees for direct prediction of protein function
RECOMB '03 Proceedings of the seventh annual international conference on Research in computational molecular biology
Learning semantic functions of attribute grammars
Nordic Journal of Computing
Feature selection on hierarchy of web documents
Decision Support Systems - Web retrieval and mining
Analysis of Feature Dependencies in Sound Description
Journal of Intelligent Information Systems
Distributed learning with bagging-like performance
Pattern Recognition Letters
Ontology Learning and Its Application to Automated Terminology Translation
IEEE Intelligent Systems
Predicting human interruptibility with sensors: a Wizard of Oz feasibility study
Proceedings of the SIGCHI Conference on Human Factors in Computing Systems
Rough-Fuzzy MLP: Modular Evolution, Rule Generation, and Evaluation
IEEE Transactions on Knowledge and Data Engineering
IEEE Transactions on Knowledge and Data Engineering
Genre Classification and Domain Transfer for Information Filtering
Proceedings of the 24th BCS-IRSG European Colloquium on IR Research: Advances in Information Retrieval
Mining TCP/IP Traffic for Network Intrusion Detection by Using a Distributed Genetic Algorithm
ECML '00 Proceedings of the 11th European Conference on Machine Learning
An Empirical Study of MetaCost Using Boosting Algorithms
ECML '00 Proceedings of the 11th European Conference on Machine Learning
Investigation and Reduction of Discretization Variance in Decision Tree Induction
ECML '00 Proceedings of the 11th European Conference on Machine Learning
On the Boosting Pruning Problem
ECML '00 Proceedings of the 11th European Conference on Machine Learning
Comparing Complete and Partial Classification for Identifying Latently Dissatisfied Customers
ECML '00 Proceedings of the 11th European Conference on Machine Learning
ECML '00 Proceedings of the 11th European Conference on Machine Learning
ECML '00 Proceedings of the 11th European Conference on Machine Learning
A Machine Learning Approach to Workflow Management
ECML '00 Proceedings of the 11th European Conference on Machine Learning
Relative Unsupervised Discretization for Regresseion Problems
ECML '00 Proceedings of the 11th European Conference on Machine Learning
Nonparametric Regularization of Decision Trees
ECML '00 Proceedings of the 11th European Conference on Machine Learning
A Study on the Performance of Large Bayes Classifier
ECML '00 Proceedings of the 11th European Conference on Machine Learning
Consensus Decision Trees: Using Consensus Hierarchical Clustering for Data Relabelling and Reduction
EMCL '01 Proceedings of the 12th European Conference on Machine Learning
Discovering Strong Principles of Expressive Music Performance with the PLCG Rule Learning Strategy
EMCL '01 Proceedings of the 12th European Conference on Machine Learning
A Simple Approach to Ordinal Classification
EMCL '01 Proceedings of the 12th European Conference on Machine Learning
On the Practice of Branching Program Boosting
EMCL '01 Proceedings of the 12th European Conference on Machine Learning
Geometric Properties of Naive Bayes in Nominal Domains
EMCL '01 Proceedings of the 12th European Conference on Machine Learning
Estimating the Predictive Accuracy of a Classifier
EMCL '01 Proceedings of the 12th European Conference on Machine Learning
Backpropagation in Decision Trees for Regression
EMCL '01 Proceedings of the 12th European Conference on Machine Learning
The Evaluation of Predictive Learners: Some Theoretical and Empirical Results
EMCL '01 Proceedings of the 12th European Conference on Machine Learning
A Unified Framework for Evaluation Metrics in Classification Using Decision Trees
EMCL '01 Proceedings of the 12th European Conference on Machine Learning
Efficiently Determining the Starting Sample Size for Progressive Sampling
EMCL '01 Proceedings of the 12th European Conference on Machine Learning
Possibilistic Induction in Decision-Tree Learning
ECML '02 Proceedings of the 13th European Conference on Machine Learning
Class Probability Estimation and Cost-Sensitive Classification Decisions
ECML '02 Proceedings of the 13th European Conference on Machine Learning
Stacking with an Extended Set of Meta-level Attributes and MLR
ECML '02 Proceedings of the 13th European Conference on Machine Learning
Pairwise Classification as an Ensemble Technique
ECML '02 Proceedings of the 13th European Conference on Machine Learning
ECML '02 Proceedings of the 13th European Conference on Machine Learning
Mining Classification Rules from Datasets with Large Number of Many-Valued Attributes
EDBT '00 Proceedings of the 7th International Conference on Extending Database Technology: Advances in Database Technology
Profit Mining: From Patterns to Actions
EDBT '02 Proceedings of the 8th International Conference on Extending Database Technology: Advances in Database Technology
An Empirical Study with Metrics for Object-Relational Databases
ECSQ '02 Proceedings of the 7th International Conference on Software Quality
Informed Selection of Training Examples for Knowledge Refinement
EKAW '00 Proceedings of the 12th European Workshop on Knowledge Acquisition, Modeling and Management
Non-parametric Nearest Neighbor with Local Adaptation
EPIA '01 Proceedings of the10th Portuguese Conference on Artificial Intelligence on Progress in Artificial Intelligence, Knowledge Extraction, Multi-agent Systems, Logic Programming and Constraint Solving
Parallel Implementation of Decision Tree Learning Algorithms
EPIA '01 Proceedings of the10th Portuguese Conference on Artificial Intelligence on Progress in Artificial Intelligence, Knowledge Extraction, Multi-agent Systems, Logic Programming and Constraint Solving
A Study on End-Cut Preference in Least Squares Regression Trees
EPIA '01 Proceedings of the10th Portuguese Conference on Artificial Intelligence on Progress in Artificial Intelligence, Knowledge Extraction, Multi-agent Systems, Logic Programming and Constraint Solving
Combining Evolutionary, Connectionist, and Fuzzy Classification Algorithms for Shape Analysis
Real-World Applications of Evolutionary Computing, EvoWorkshops 2000: EvoIASP, EvoSCONDI, EvoTel, EvoSTIM, EvoROB, and EvoFlight
A Study on the Effect of Cooperative Evolution on Concept Learning
Proceedings of the EvoWorkshops on Applications of Evolutionary Computing
Evolutive Modeling of TCP/IP Network Traffic for Intrusion Detection
Real-World Applications of Evolutionary Computing, EvoWorkshops 2000: EvoIASP, EvoSCONDI, EvoTel, EvoSTIM, EvoROB, and EvoFlight
Experimental Evaluation of a Trainable Scribble Recognizer for Calligraphic Interfaces
GREC '01 Selected Papers from the Fourth International Workshop on Graphics Recognition Algorithms and Applications
Dynamic Integration of Decision Committees
HiPC '00 Proceedings of the 7th International Conference on High Performance Computing
Induction of Decision Multi-trees Using Levin Search
ICCS '02 Proceedings of the International Conference on Computational Science-Part I
Classification Rules + Time = Temporal Rules
ICCS '02 Proceedings of the International Conference on Computational Science-Part I
Bioinformatics Adventures in Database Research
ICDT '03 Proceedings of the 9th International Conference on Database Theory
Incremental Quantitative Rule Derivation by Multidimensional Data Partitioning
IPDPS '01 Proceedings of the 15th International Parallel & Distributed Processing Symposium
Parallelisation of C4.5 as a Particular Divide and Conquer Computation
IPDPS '00 Proceedings of the 15 IPDPS 2000 Workshops on Parallel and Distributed Processing
On the Learning of Complex Movement Sequences
IWVF-4 Proceedings of the 4th International Workshop on Visual Form
Proceedings of the Joint JSAI 2001 Workshop on New Frontiers in Artificial Intelligence
Extended Genetic Programming Using Apriori Algorithm for Rule Discovery
Proceedings of the Joint JSAI 2001 Workshop on New Frontiers in Artificial Intelligence
Advanced in Predictive Data Mining Methods
MLDM '99 Proceedings of the First International Workshop on Machine Learning and Data Mining in Pattern Recognition
Automatic Identification of Diatoms Using Decision Forests
MLDM '01 Proceedings of the Second International Workshop on Machine Learning and Data Mining in Pattern Recognition
The Lumberjack Algorithm for Learning Linked Decision Forests
SARA '02 Proceedings of the 4th International Symposium on Abstraction, Reformulation, and Approximation
Ontology-Driven Induction of Decision Trees at Multiple Levels of Abstraction
Proceedings of the 5th International Symposium on Abstraction, Reformulation and Approximation
PAC Meditation on Boolean Formulas
Proceedings of the 5th International Symposium on Abstraction, Reformulation and Approximation
A New Bootstrapping Method to Improve Classification Performance in Learning Classifier Systems
PPSN VI Proceedings of the 6th International Conference on Parallel Problem Solving from Nature
Automatic Text Summarization Using a Machine Learning Approach
SBIA '02 Proceedings of the 16th Brazilian Symposium on Artificial Intelligence: Advances in Artificial Intelligence
Attribute Selection with a Multi-objective Genetic Algorithm
SBIA '02 Proceedings of the 16th Brazilian Symposium on Artificial Intelligence: Advances in Artificial Intelligence
Empirical Evaluation of Feature Subset Selection Based on a Real-World Data Set
PKDD '00 Proceedings of the 4th European Conference on Principles of Data Mining and Knowledge Discovery
Using Background Knowledge as a Bias to Control the Rule Discovery Process
PKDD '00 Proceedings of the 4th European Conference on Principles of Data Mining and Knowledge Discovery
Centroid-Based Document Classification: Analysis and Experimental Results
PKDD '00 Proceedings of the 4th European Conference on Principles of Data Mining and Knowledge Discovery
Instance-Based Classification by Emerging Patterns
PKDD '00 Proceedings of the 4th European Conference on Principles of Data Mining and Knowledge Discovery
Contribution of Dataset Reduction Techniques to Tree-Simplification and Knowledge Discovery
PKDD '00 Proceedings of the 4th European Conference on Principles of Data Mining and Knowledge Discovery
Algorithm for Matching Sets of Time Series
PKDD '00 Proceedings of the 4th European Conference on Principles of Data Mining and Knowledge Discovery
Induction of Multivariate Decision Trees by Using Dipolar Criteria
PKDD '00 Proceedings of the 4th European Conference on Principles of Data Mining and Knowledge Discovery
Bagging and Boosting with Dynamic Integration of Classifiers
PKDD '00 Proceedings of the 4th European Conference on Principles of Data Mining and Knowledge Discovery
Improving an Association Rule Based Classifier
PKDD '00 Proceedings of the 4th European Conference on Principles of Data Mining and Knowledge Discovery
MSTS: A System for Mining Sets of Time Series
PKDD '00 Proceedings of the 4th European Conference on Principles of Data Mining and Knowledge Discovery
A Genetic Algorithm-Based Solution for the Problem of Small Disjuncts
PKDD '00 Proceedings of the 4th European Conference on Principles of Data Mining and Knowledge Discovery
Prior Knowledge in Economic Applications of Data Mining
PKDD '00 Proceedings of the 4th European Conference on Principles of Data Mining and Knowledge Discovery
Combining Multiple Models with Meta Decision Trees
PKDD '00 Proceedings of the 4th European Conference on Principles of Data Mining and Knowledge Discovery
Discovering Task Neighbourhoods Through Landmark Learning Performances
PKDD '00 Proceedings of the 4th European Conference on Principles of Data Mining and Knowledge Discovery
Decision Tree Toolkit: A Component-Based Library of Decision Tree Algorithms
PKDD '00 Proceedings of the 4th European Conference on Principles of Data Mining and Knowledge Discovery
Bloomy Decision Tree for Multi-objective Classification
PKDD '01 Proceedings of the 5th European Conference on Principles of Data Mining and Knowledge Discovery
Mining Positive and Negative Knowledge in Clinical Databases Based on Rough Set Model
PKDD '01 Proceedings of the 5th European Conference on Principles of Data Mining and Knowledge Discovery
Knowledge Discovery in Multi-label Phenotype Data
PKDD '01 Proceedings of the 5th European Conference on Principles of Data Mining and Knowledge Discovery
Sentence Filtering for Information Extraction in Genomics, a Classification Problem
PKDD '01 Proceedings of the 5th European Conference on Principles of Data Mining and Knowledge Discovery
Geography of Differences between Two Classes of Data
PKDD '02 Proceedings of the 6th European Conference on Principles of Data Mining and Knowledge Discovery
Explaining Predictions from a Neural Network Ensemble One at a Time
PKDD '02 Proceedings of the 6th European Conference on Principles of Data Mining and Knowledge Discovery
PKDD '02 Proceedings of the 6th European Conference on Principles of Data Mining and Knowledge Discovery
Iteratively Selecting Feature Subsets for Mining from High-Dimensional Databases
PKDD '02 Proceedings of the 6th European Conference on Principles of Data Mining and Knowledge Discovery
Optimized Substructure Discovery for Semi-structured Data
PKDD '02 Proceedings of the 6th European Conference on Principles of Data Mining and Knowledge Discovery
Predicting Rare Classes: Comparing Two-Phase Rule Induction to Cost-Sensitive Boosting
PKDD '02 Proceedings of the 6th European Conference on Principles of Data Mining and Knowledge Discovery
Managing Uncertainty and Quality in the Classification Process
SETN '02 Proceedings of the Second Hellenic Conference on AI: Methods and Applications of Artificial Intelligence
Hybrid Computational Intelligence Schemes in Complex Domains: An Extended Review
SETN '02 Proceedings of the Second Hellenic Conference on AI: Methods and Applications of Artificial Intelligence
Separability Index in Supervised Learning
PKDD '02 Proceedings of the 6th European Conference on Principles of Data Mining and Knowledge Discovery
The Need for Low Bias Algorithms in Classification Learning from Large Data Sets
PKDD '02 Proceedings of the 6th European Conference on Principles of Data Mining and Knowledge Discovery
Mining Insurance Data at Swiss Life
VLDB '97 Proceedings of the 23rd International Conference on Very Large Data Bases
Ratio Rules: A New Paradigm for Fast, Quantifiable Data Mining
VLDB '98 Proceedings of the 24rd International Conference on Very Large Data Bases
Structural Description to Recognising Arabic Characters Using Decision Tree Learning Techniques
Proceedings of the Joint IAPR International Workshop on Structural, Syntactic, and Statistical Pattern Recognition
PUBLIC: A Decision Tree Classifier that Integrates Building and Pruning
VLDB '98 Proceedings of the 24rd International Conference on Very Large Data Bases
Algorithms for Mining Association Rules for Binary Segmentations of Huge Categorical Databases
VLDB '98 Proceedings of the 24rd International Conference on Very Large Data Bases
Machine Learning for Sequential Data: A Review
Proceedings of the Joint IAPR International Workshop on Structural, Syntactic, and Statistical Pattern Recognition
RainForest - A Framework for Fast Decision Tree Construction of Large Datasets
VLDB '98 Proceedings of the 24rd International Conference on Very Large Data Bases
Building Hierarchical Classifiers Using Class Proximity
VLDB '99 Proceedings of the 25th International Conference on Very Large Data Bases
Classifier-Independent Feature Selection Based on Non-parametric Discriminant Analysis
Proceedings of the Joint IAPR International Workshop on Structural, Syntactic, and Statistical Pattern Recognition
Decision Tables: Scalable Classification Exploring RDBMS Capabilities
VLDB '00 Proceedings of the 26th International Conference on Very Large Data Bases
Fast Algorithms for Mining Association Rules in Large Databases
VLDB '94 Proceedings of the 20th International Conference on Very Large Data Bases
Refined Time Stamps for Concept Drift Detection During Mining for Classification Rules
TSDM '00 Proceedings of the First International Workshop on Temporal, Spatial, and Spatio-Temporal Data Mining-Revised Papers
Discovery of Multiple-Level Association Rules from Large Databases
VLDB '95 Proceedings of the 21th International Conference on Very Large Data Bases
Type Classification of Semi-Structured Documents
VLDB '95 Proceedings of the 21th International Conference on Very Large Data Bases
Graph Matching: Fast Candidate Elimination Using Machine Learning Techniques
Proceedings of the Joint IAPR International Workshops on Advances in Pattern Recognition
SPRINT: A Scalable Parallel Classifier for Data Mining
VLDB '96 Proceedings of the 22th International Conference on Very Large Data Bases
Constructing Efficient Decision Trees by Using Optimized Numeric Association Rules
VLDB '96 Proceedings of the 22th International Conference on Very Large Data Bases
A Framework for Classifier Fusion: Is It Still Needed?
Proceedings of the Joint IAPR International Workshops on Advances in Pattern Recognition
Selection of Classifiers Based on Multiple Classifier Behaviour
Proceedings of the Joint IAPR International Workshops on Advances in Pattern Recognition
A Divergence Criterion for Classifier-Independent Feature Selection
Proceedings of the Joint IAPR International Workshops on Advances in Pattern Recognition
Efficient Construction of Regression Trees with Range and Region Splitting
VLDB '97 Proceedings of the 23rd International Conference on Very Large Data Bases
Using Taxonomy, Discriminants, and Signatures for Navigating in Text Databases
VLDB '97 Proceedings of the 23rd International Conference on Very Large Data Bases
From Computational Intelligence to Web Intelligence: An Ensemble from Potpourri
WI '01 Proceedings of the First Asia-Pacific Conference on Web Intelligence: Research and Development
Automatic Web-Page Classification by Using Machine Learning Methods
WI '01 Proceedings of the First Asia-Pacific Conference on Web Intelligence: Research and Development
Ensembles of Learning Machines
WIRN VIETRI 2002 Proceedings of the 13th Italian Workshop on Neural Nets-Revised Papers
An Integrated Classification Rule Management System for Data Mining
WAIM '01 Proceedings of the Second International Conference on Advances in Web-Age Information Management
Extracting Information from Semistructured Data
WAIM '02 Proceedings of the Third International Conference on Advances in Web-Age Information Management
Decision Queue Classifier for Supervised Learning Using Rotated Hyperboxes
IBERAMIA '98 Proceedings of the 6th Ibero-American Conference on AI: Progress in Artificial Intelligence
SOAP: Efficient Feature Selection of Numeric Attributes
IBERAMIA 2002 Proceedings of the 8th Ibero-American Conference on AI: Advances in Artificial Intelligence
Improving Classification Accuracy of Large Test Sets Using the Ordered Classification Algorithm
IBERAMIA 2002 Proceedings of the 8th Ibero-American Conference on AI: Advances in Artificial Intelligence
Shared Ensemble Learning Using Multi-trees
IBERAMIA 2002 Proceedings of the 8th Ibero-American Conference on AI: Advances in Artificial Intelligence
Adaptive User Modelling in an Intelligent Telephone Assistant
Soft-Ware 2002 Proceedings of the First International Conference on Computing in an Imperfect World
Classification of Customer Call Data in the Presence of Concept Drift and Noise
Soft-Ware 2002 Proceedings of the First International Conference on Computing in an Imperfect World
MML Inference of Decision Graphs with Multi-way Joins
AI '02 Proceedings of the 15th Australian Joint Conference on Artificial Intelligence: Advances in Artificial Intelligence
Protein Sequences Classification Using Modular RBF Neural Networks
AI '02 Proceedings of the 15th Australian Joint Conference on Artificial Intelligence: Advances in Artificial Intelligence
Ensemble Feature Selection Based on Contextual Merit and Correlation Heuristics
ADBIS '01 Proceedings of the 5th East European Conference on Advances in Databases and Information Systems
Emerging Patterns and Classification
ASIAN '00 Proceedings of the 6th Asian Computing Science Conference on Advances in Computing Science
AIMDM '99 Proceedings of the Joint European Conference on Artificial Intelligence in Medicine and Medical Decision Making
ICU Patient State Characterization Using Machine Learning in a Time Series Framework
AIMDM '99 Proceedings of the Joint European Conference on Artificial Intelligence in Medicine and Medical Decision Making
Machine Learning for Data Mining in Medicine
AIMDM '99 Proceedings of the Joint European Conference on Artificial Intelligence in Medicine and Medical Decision Making
The Analysis of Head Injury Data Using Decision Tree Techniques
AIMDM '99 Proceedings of the Joint European Conference on Artificial Intelligence in Medicine and Medical Decision Making
Classification with Belief Decision Trees
AIMSA '00 Proceedings of the 9th International Conference on Artificial Intelligence: Methodology, Systems, and Applications
Comparative Performance Evaluation of Gray-Scale and Color Information for Face Recognition Tasks
AVBPA '01 Proceedings of the Third International Conference on Audio- and Video-Based Biometric Person Authentication
Construction of Efficient Rulesets from Fuzzy Data through Simulated Annealing
AIMSA '00 Proceedings of the 9th International Conference on Artificial Intelligence: Methodology, Systems, and Applications
Generating Rule Sets from Model Trees
AI '99 Proceedings of the 12th Australian Joint Conference on Artificial Intelligence: Advanced Topics in Artificial Intelligence
Specification of Kansei Patterns in an Adaptive Perceptual Space
AI '01 Proceedings of the 14th Australian Joint Conference on Artificial Intelligence: Advances in Artificial Intelligence
Simulations for Comparing Knowledge Acquisition and Machine Learning
AI '01 Proceedings of the 14th Australian Joint Conference on Artificial Intelligence: Advances in Artificial Intelligence
AI '01 Proceedings of the 14th Australian Joint Conference on Artificial Intelligence: Advances in Artificial Intelligence
Arbiter Meta-Learning with Dynamic Selection of Classifiers and Its Experimental Investigation
ADBIS '99 Proceedings of the Third East European Conference on Advances in Databases and Information Systems
Data Swapping: Balancing Privacy against Precision in Mining for Logic Rules
DaWaK '99 Proceedings of the First International Conference on Data Warehousing and Knowledge Discovery
DaWaK '99 Proceedings of the First International Conference on Data Warehousing and Knowledge Discovery
Mining Changes for Real-Life Applications
DaWaK 2000 Proceedings of the Second International Conference on Data Warehousing and Knowledge Discovery
Ensemble Feature Selection Based on the Contextual Merit
DaWaK '01 Proceedings of the Third International Conference on Data Warehousing and Knowledge Discovery
Discovering Knowledge from Meteorological Databases: A Meteorological Aviation Forecast Study
DaWaK '01 Proceedings of the Third International Conference on Data Warehousing and Knowledge Discovery
Making Decision Trees More Accurate by Losing Information
FoIKS '00 Proceedings of the First International Symposium on Foundations of Information and Knowledge Systems
Improving Supervised Learning by Feature Decomposition
FoIKS '02 Proceedings of the Second International Symposium on Foundations of Information and Knowledge Systems
A Dynamic Approach to Reducing Dialog in On-Line Decision Guides
EWCBR '00 Proceedings of the 5th European Workshop on Advances in Case-Based Reasoning
Case-Based Reasoning with Confidence
EWCBR '00 Proceedings of the 5th European Workshop on Advances in Case-Based Reasoning
ECCBR '02 Proceedings of the 6th European Conference on Advances in Case-Based Reasoning
ECCBR '02 Proceedings of the 6th European Conference on Advances in Case-Based Reasoning
Data Clustering and Rule Abduction to Facilitate Crime Hot Spot Prediction
Proceedings of the International Conference, 7th Fuzzy Days on Computational Intelligence, Theory and Applications
Bootstrapping Case Base Development with Annotated Case Summaries
ICCBR '99 Proceedings of the Third International Conference on Case-Based Reasoning and Development
A Similarity-Based Approach to Attribute Selection in User-Adaptive Sales Dialogs
ICCBR '01 Proceedings of the 4th International Conference on Case-Based Reasoning: Case-Based Reasoning Research and Development
ICANN '01 Proceedings of the International Conference on Artificial Neural Networks
Rule Extraction from Self-Organizing Networks
ICANN '02 Proceedings of the International Conference on Artificial Neural Networks
Instance-Based Method to Extract Rules from Neural Networks
ICANN '01 Proceedings of the International Conference on Artificial Neural Networks
Managing Complex Knowledge in Natural Sciences
ICCBR '99 Proceedings of the Third International Conference on Case-Based Reasoning and Development
A New Algorithm to Select Learning Examples from Learning Data
IDEAL '00 Proceedings of the Second International Conference on Intelligent Data Engineering and Automated Learning, Data Mining, Financial Engineering, and Intelligent Agents
Combining Feature Selection with Feature Weighting for k-NN Classifier
IDEAL '02 Proceedings of the Third International Conference on Intelligent Data Engineering and Automated Learning
A Text Mining Agents Based Architecture for Personal E-mail Filtering and Management
IDEAL '02 Proceedings of the Third International Conference on Intelligent Data Engineering and Automated Learning
A Neural Classifier with Fraud Density Map for Effective Credit Card Fraud Detection
IDEAL '02 Proceedings of the Third International Conference on Intelligent Data Engineering and Automated Learning
Data Abstractions for Numerical Attributes in Data Mining
IDEAL '02 Proceedings of the Third International Conference on Intelligent Data Engineering and Automated Learning
Chinese Character Recognition - Comparison of Classification Methodologies
IDEAL '02 Proceedings of the Third International Conference on Intelligent Data Engineering and Automated Learning
Discovering Temporal Rules from Temporally Ordered Data
IDEAL '02 Proceedings of the Third International Conference on Intelligent Data Engineering and Automated Learning
Generalized Graph Colorability and Compressibility of Boolean Formulae
ISAAC '98 Proceedings of the 9th International Symposium on Algorithms and Computation
Framework of a Multi-agent KDD System
IDEAL '02 Proceedings of the Third International Conference on Intelligent Data Engineering and Automated Learning
Pre-pruning Classification Trees to Reduce Overfitting in Noisy Domains
IDEAL '02 Proceedings of the Third International Conference on Intelligent Data Engineering and Automated Learning
T3: A Classification Algorithm for Data Mining
IDEAL '02 Proceedings of the Third International Conference on Intelligent Data Engineering and Automated Learning
Process Miner - A Tool for Mining Process Schemes from Event-Based Data
JELIA '02 Proceedings of the European Conference on Logics in Artificial Intelligence
ICMAI '02 Proceedings of the Second International Conference on Music and Artificial Intelligence
Logical Decision Rules: Teaching C4.5 to Speak Prolog
IDEAL '00 Proceedings of the Second International Conference on Intelligent Data Engineering and Automated Learning, Data Mining, Financial Engineering, and Intelligent Agents
Quantization of Continuous Input Variables for Binary Classification
IDEAL '00 Proceedings of the Second International Conference on Intelligent Data Engineering and Automated Learning, Data Mining, Financial Engineering, and Intelligent Agents
Detecting a Compact Decision Tree Based on an Appropriate Abstraction
IDEAL '00 Proceedings of the Second International Conference on Intelligent Data Engineering and Automated Learning, Data Mining, Financial Engineering, and Intelligent Agents
A Preliminary Investigation of Modified XCS as a Generic Data Mining Tool
IWLCS '01 Revised Papers from the 4th International Workshop on Advances in Learning Classifier Systems
Data Reduction via Conflicting Data Analysis
ISMIS '00 Proceedings of the 12th International Symposium on Foundations of Intelligent Systems
Local Feature Selection with Dynamic Integration of Classifiers
ISMIS '00 Proceedings of the 12th International Symposium on Foundations of Intelligent Systems
Finding Temporal Relations: Causal Bayesian Networks vs. C4.5
ISMIS '00 Proceedings of the 12th International Symposium on Foundations of Intelligent Systems
Towards Musical Data Classification via Wavelet Analysis
ISMIS '00 Proceedings of the 12th International Symposium on Foundations of Intelligent Systems
Automated Discovery of Decision Rule Chains Using Rough Sets and Medical Diagnostic Model
ISMIS '02 Proceedings of the 13th International Symposium on Foundations of Intelligent Systems
Unknown Attribute Values Processing by Meta-learner
ISMIS '02 Proceedings of the 13th International Symposium on Foundations of Intelligent Systems
Acquisition of a Knowledge Dictionary from Training Examples Including Multiple Values
ISMIS '02 Proceedings of the 13th International Symposium on Foundations of Intelligent Systems
A Survey of Data Mining Techniques
ISMDA '00 Proceedings of the First International Symposium on Medical Data Analysis
Determining Hyper-planes to Generate Symbolic Rules
IWANN '01 Proceedings of the 6th International Work-Conference on Artificial and Natural Neural Networks: Connectionist Models of Neurons, Learning Processes and Artificial Intelligence-Part I
A Data Mining Alternative to Model Hospital Operations: Filtering, Adaption and Behaviour Prediction
ISMDA '00 Proceedings of the First International Symposium on Medical Data Analysis
ISMDA '00 Proceedings of the First International Symposium on Medical Data Analysis
Using Bayesian Networks to Model Emergency Medical Services
ISMDA '01 Proceedings of the Second International Symposium on Medical Data Analysis
Automatic Symbolic Modelling of Co-evolutionarily Learned Robot Skills
IWANN '01 Proceedings of the 6th International Work-Conference on Artificial and Natural Neural Networks: Connectionist Models of Neurons, Learning Processes and Artificial Intelligence-Part I
Notes on Medical Decision Model Creation
ISMDA '01 Proceedings of the Second International Symposium on Medical Data Analysis
Generating Linear Regression Rules from Neural Networks Using Local Least Squares Approximation
IWANN '01 Proceedings of the 6th International Work-Conference on Artificial and Natural Neural Networks: Connectionist Models of Neurons, Learning Processes and Artificial Intelligence-Part I
OBLIC: Classification System Using Evolutionary Algorithm
IWANN '01 Proceedings of the 6th International Work-Conference on Artificial and Natural Neural Networks: Bio-inspired Applications of Connectionism-Part II
MICAI '02 Proceedings of the Second Mexican International Conference on Artificial Intelligence: Advances in Artificial Intelligence
MICAI '02 Proceedings of the Second Mexican International Conference on Artificial Intelligence: Advances in Artificial Intelligence
Automated Case Generation from Databases Using Similarity-Based Rough Approximation
MICAI '02 Proceedings of the Second Mexican International Conference on Artificial Intelligence: Advances in Artificial Intelligence
On Selecting an Appropriate Colour Space for Skin Detection
MICAI '02 Proceedings of the Second Mexican International Conference on Artificial Intelligence: Advances in Artificial Intelligence
Discovery of Decision Rules by Matching New Objects Against Data Tables
RSCTC '98 Proceedings of the First International Conference on Rough Sets and Current Trends in Computing
Discretization Problem for Rough Sets Methods
RSCTC '98 Proceedings of the First International Conference on Rough Sets and Current Trends in Computing
Pedagogical Method for Extraction of Symbolic Knowledge from Neural Networks
RSCTC '98 Proceedings of the First International Conference on Rough Sets and Current Trends in Computing
Scalable Feature Selection Using Rough Set Theory
RSCTC '00 Revised Papers from the Second International Conference on Rough Sets and Current Trends in Computing
Diagnostic Reasoning from the Viewpoint of Rough Sets
RSCTC '00 Revised Papers from the Second International Conference on Rough Sets and Current Trends in Computing
A Comparison of Several Approaches to Missing Attribute Values in Data Mining
RSCTC '00 Revised Papers from the Second International Conference on Rough Sets and Current Trends in Computing
Anytime Algorithm for Feature Selection
RSCTC '00 Revised Papers from the Second International Conference on Rough Sets and Current Trends in Computing
On Efficient Construction of Decision Trees from Large Databases
RSCTC '00 Revised Papers from the Second International Conference on Rough Sets and Current Trends in Computing
Incomplete Data Decomposition for Classification
TSCTC '02 Proceedings of the Third International Conference on Rough Sets and Current Trends in Computing
PAKDD '99 Proceedings of the Third Pacific-Asia Conference on Methodologies for Knowledge Discovery and Data Mining
Mining Classification Knowledge Based on Cloud Models
PAKDD '99 Proceedings of the Third Pacific-Asia Conference on Methodologies for Knowledge Discovery and Data Mining
Discretization of Continuous Attributes for Learning Classification Rules
PAKDD '99 Proceedings of the Third Pacific-Asia Conference on Methodologies for Knowledge Discovery and Data Mining
A Technique of Dynamic Feature Selection Using the Feature Group Mutual Information
PAKDD '99 Proceedings of the Third Pacific-Asia Conference on Methodologies for Knowledge Discovery and Data Mining
Automated Discovery of Plausible Rules Based on Rough Sets and Rough Inclusion
PAKDD '99 Proceedings of the Third Pacific-Asia Conference on Methodologies for Knowledge Discovery and Data Mining
Characterization of Default Knowledge in Ripple Down Rules Method
PAKDD '99 Proceedings of the Third Pacific-Asia Conference on Methodologies for Knowledge Discovery and Data Mining
PagePrompter: An Intelligent Web Agent Created Using Data Mining Techniques
TSCTC '02 Proceedings of the Third International Conference on Rough Sets and Current Trends in Computing
Ordered Estimation of Missing Values
PAKDD '99 Proceedings of the Third Pacific-Asia Conference on Methodologies for Knowledge Discovery and Data Mining
Convex Hulls in Concept Induction
PAKDD '99 Proceedings of the Third Pacific-Asia Conference on Methodologies for Knowledge Discovery and Data Mining
A Lazy Model-Based Algorithm for On-Line Classification
PAKDD '99 Proceedings of the Third Pacific-Asia Conference on Methodologies for Knowledge Discovery and Data Mining
Visually Aided Exploration of Interesting Association Rules
PAKDD '99 Proceedings of the Third Pacific-Asia Conference on Methodologies for Knowledge Discovery and Data Mining
Efficient Search of Reliable Exceptions
PAKDD '99 Proceedings of the Third Pacific-Asia Conference on Methodologies for Knowledge Discovery and Data Mining
The Data-Mining and the Technology af Agents to Fight the Illicit Electronic Messages
PAKDD '99 Proceedings of the Third Pacific-Asia Conference on Methodologies for Knowledge Discovery and Data Mining
Improving the Performance of Boosting for Naive Bayesian Classification
PAKDD '99 Proceedings of the Third Pacific-Asia Conference on Methodologies for Knowledge Discovery and Data Mining
Classifying Unseen Cases with Many Missing Values
PAKDD '99 Proceedings of the Third Pacific-Asia Conference on Methodologies for Knowledge Discovery and Data Mining
PAKDD '99 Proceedings of the Third Pacific-Asia Conference on Methodologies for Knowledge Discovery and Data Mining
Rule Extraction from Prediction Models
PAKDD '99 Proceedings of the Third Pacific-Asia Conference on Methodologies for Knowledge Discovery and Data Mining
A Data Pre-processing Method Using Association Rules of Attributes for Improving Decision Tree
PAKDD '99 Proceedings of the Third Pacific-Asia Conference on Methodologies for Knowledge Discovery and Data Mining
Making Use of the Most Expressive Jumping Emerging Patterns for Classification
PADKK '00 Proceedings of the 4th Pacific-Asia Conference on Knowledge Discovery and Data Mining, Current Issues and New Applications
Scaling Up a Boosting-Based Learner via Adaptive Sampling
PADKK '00 Proceedings of the 4th Pacific-Asia Conference on Knowledge Discovery and Data Mining, Current Issues and New Applications
Fast Discovery of Interesting Rules
PADKK '00 Proceedings of the 4th Pacific-Asia Conference on Knowledge Discovery and Data Mining, Current Issues and New Applications
Text Summarization by Sentence Segment Extraction Using Machine Learning Algorithms
PADKK '00 Proceedings of the 4th Pacific-Asia Conference on Knowledge Discovery and Data Mining, Current Issues and New Applications
A Comparative Study of Classification Based Personal E-mail Filtering
PADKK '00 Proceedings of the 4th Pacific-Asia Conference on Knowledge Discovery and Data Mining, Current Issues and New Applications
Consistency Based Feature Selection
PADKK '00 Proceedings of the 4th Pacific-Asia Conference on Knowledge Discovery and Data Mining, Current Issues and New Applications
VQTree: Vector Quantization for Decision Tree Induction
PADKK '00 Proceedings of the 4th Pacific-Asia Conference on Knowledge Discovery and Data Mining, Current Issues and New Applications
Missing Value Estimation Based on Dynamic Attribute Selection
PADKK '00 Proceedings of the 4th Pacific-Asia Conference on Knowledge Discovery and Data Mining, Current Issues and New Applications
Knowledge Acquisition from Both Human Expert and Data
PAKDD '01 Proceedings of the 5th Pacific-Asia Conference on Knowledge Discovery and Data Mining
Building Behaviour Knowledge Space to Make Classification Decision
PAKDD '01 Proceedings of the 5th Pacific-Asia Conference on Knowledge Discovery and Data Mining
Hierarchical Classification of Documents with Error Control
PAKDD '01 Proceedings of the 5th Pacific-Asia Conference on Knowledge Discovery and Data Mining
Boosting the Performance of Nearest Neighbour Methods with Feature Selection
PAKDD '01 Proceedings of the 5th Pacific-Asia Conference on Knowledge Discovery and Data Mining
Combining the Strength of Pattern Frequency and Distance for Classification
PAKDD '01 Proceedings of the 5th Pacific-Asia Conference on Knowledge Discovery and Data Mining
Mining Optimal Class Association Rule Set
PAKDD '01 Proceedings of the 5th Pacific-Asia Conference on Knowledge Discovery and Data Mining
A Characterized Rating Recommend System
PAKDD '01 Proceedings of the 5th Pacific-Asia Conference on Knowledge Discovery and Data Mining
A Scalable Algorithm for Rule Post-pruning of Large Decision Trees
PAKDD '01 Proceedings of the 5th Pacific-Asia Conference on Knowledge Discovery and Data Mining
Text Categorization Using Weight Adjusted k-Nearest Neighbor Classification
PAKDD '01 Proceedings of the 5th Pacific-Asia Conference on Knowledge Discovery and Data Mining
SNNB: A Selective Neighborhood Based Naïve Bayes for Lazy Learning
PAKDD '02 Proceedings of the 6th Pacific-Asia Conference on Advances in Knowledge Discovery and Data Mining
An Empirical Investigation of the K2 Metric
ECSQARU '01 Proceedings of the 6th European Conference on Symbolic and Quantitative Approaches to Reasoning with Uncertainty
Interacting With IDL: The Adaptive Visual Interface
ECDL '98 Proceedings of the Second European Conference on Research and Advanced Technology for Digital Libraries
Learning User Communities for Improving the Services of Information Providers
ECDL '98 Proceedings of the Second European Conference on Research and Advanced Technology for Digital Libraries
RoboCup 2001: Robot Soccer World Cup V
Keepaway Soccer: A Machine Learning Testbed
RoboCup 2001: Robot Soccer World Cup V
RoboCup 2001: Robot Soccer World Cup V
Using an Explicit Teamwork Model and Learning in RoboCup: An Extended Abstract
RoboCup-98: Robot Soccer World Cup II
BabyTigers-98: Osaka Legged Robot Team
RoboCup-98: Robot Soccer World Cup II
Team-Partitioned, Opaque-Transition Reinforced Learning
RoboCup-98: Robot Soccer World Cup II
Automated Assistants to Aid Humans in Understanding Team Behaviors
RoboCup-99: Robot Soccer World Cup III
Techniques for Obtaining Robust, Real-Time, Colour-Based Vision for Robotics
RoboCup-99: Robot Soccer World Cup III
Layered Learning and Flexible Teamwork in RoboCup Simulation Agents
RoboCup-99: Robot Soccer World Cup III
Reinforcement Learning for 3 vs. 2 Keepaway
RoboCup 2000: Robot Soccer World Cup IV
Observation Strategy for Decision Making Based on Information Criterion
RoboCup 2000: Robot Soccer World Cup IV
Music Structure Analysis and Its Application to Theme Phrase Extraction
ECDL '99 Proceedings of the Third European Conference on Research and Advanced Technology for Digital Libraries
Interaction Profiling in Digital Libraries through Learning Tools
ECDL '00 Proceedings of the 4th European Conference on Research and Advanced Technology for Digital Libraries
Shared Memory Parallelization of Decision Tree Construction Using a General Data Mining Middleware
Euro-Par '02 Proceedings of the 8th International Euro-Par Conference on Parallel Processing
Adaptive Infrastructures for Agent Integration
Revised Papers from the International Workshop on Infrastructure for Multi-Agent Systems: Infrastructure for Agents, Multi-Agent Systems, and Scalable Multi-Agent Systems
Evolving Fuzzy Decision Trees with Genetic Programming and Clustering
EuroGP '02 Proceedings of the 5th European Conference on Genetic Programming
An Expert System for Ironmaking
Proceedings of the 14th International conference on Industrial and engineering applications of artificial intelligence and expert systems: engineering of intelligent systems
Inductive Learning of a Knowledge Dictionary for a Text Mining System
Proceedings of the 14th International conference on Industrial and engineering applications of artificial intelligence and expert systems: engineering of intelligent systems
Learning from Human Decision-Making Behaviors - An Application to RoboCup Software Agents
IEA/AIE '02 Proceedings of the 15th international conference on Industrial and engineering applications of artificial intelligence and expert systems: developments in applied artificial intelligence
EuroCOLT '99 Proceedings of the 4th European Conference on Computational Learning Theory
Knowledge Discovery from Structured Data by Beam-Wise Graph-Based Induction
PRICAI '02 Proceedings of the 7th Pacific Rim International Conference on Artificial Intelligence: Trends in Artificial Intelligence
PRICAI '02 Proceedings of the 7th Pacific Rim International Conference on Artificial Intelligence: Trends in Artificial Intelligence
Generation of Management Rules through System Dynamics and Evolutionary Computation
PROFES '02 Proceedings of the 4th International Conference on Product Focused Software Process Improvement
A Framework for Object-Based Image Retrieval at the Semantic Level
VISUAL '99 Proceedings of the Third International Conference on Visual Information and Information Systems
Data and Knowledge Visualization in Knowledge Discovery Process
VISUAL '02 Proceedings of the 5th International Conference on Recent Advances in Visual Information Systems
Improving the Performance of Heterogeneous DSMs via Multithreading
VECPAR '00 Selected Papers and Invited Talks from the 4th International Conference on Vector and Parallel Processing
Visualizing Decision Table Classifiers
INFOVIS '98 Proceedings of the 1998 IEEE Symposium on Information Visualization
Text Categorization through Multistrategy Learning and Visualization
CICLing '01 Proceedings of the Second International Conference on Computational Linguistics and Intelligent Text Processing
A New Bayesian Network Structure for Classification Tasks
AICS '02 Proceedings of the 13th Irish International Conference on Artificial Intelligence and Cognitive Science
Diacritics Restoration: Learning from Letters versus Learning from Words
CICLing '02 Proceedings of the Third International Conference on Computational Linguistics and Intelligent Text Processing
Part-of-Speech Tagging with Evolutionary Algorithms
CICLing '02 Proceedings of the Third International Conference on Computational Linguistics and Intelligent Text Processing
AutoMarkup: A Tool for Automatically Marking up Text Documents
CICLing '02 Proceedings of the Third International Conference on Computational Linguistics and Intelligent Text Processing
Function Decomposition in Machine Learning
Machine Learning and Its Applications, Advanced Lectures
How to Upgrade Propositional Learners to First Order Logic: A Case Study
Machine Learning and Its Applications, Advanced Lectures
Data Mining in Economics, Finance, and Marketing
Machine Learning and Its Applications, Advanced Lectures
Machine Learning and Its Applications, Advanced Lectures
The Learnability of Naive Bayes
AI '00 Proceedings of the 13th Biennial Conference of the Canadian Society on Computational Studies of Intelligence: Advances in Artificial Intelligence
Stacking for Misclassification Cost Performance
AI '01 Proceedings of the 14th Biennial Conference of the Canadian Society on Computational Studies of Intelligence: Advances in Artificial Intelligence
A Noise Filtering Method for Inductive Concept Learning
AI '02 Proceedings of the 15th Conference of the Canadian Society for Computational Studies of Intelligence on Advances in Artificial Intelligence
RFCT: An Association-Based Causality Miner
AI '02 Proceedings of the 15th Conference of the Canadian Society for Computational Studies of Intelligence on Advances in Artificial Intelligence
Distributed Decision Making in Checkers
CG '98 Proceedings of the First International Conference on Computers and Games
Recognizing Ontology-Applicable Multiple-Record Web Documents
ER '01 Proceedings of the 20th International Conference on Conceptual Modeling: Conceptual Modeling
Learning to Execute Navigation Plans
KI '01 Proceedings of the Joint German/Austrian Conference on AI: Advances in Artificial Intelligence
Incremental Fuzzy Decision Trees
KI '02 Proceedings of the 25th Annual German Conference on AI: Advances in Artificial Intelligence
Utility-Based Decision Tree Optimization: A Framework for Adaptive Interviewing
UM '01 Proceedings of the 8th International Conference on User Modeling 2001
SAT Based Abstraction-Refinement Using ILP and Machine Learning Techniques
CAV '02 Proceedings of the 14th International Conference on Computer Aided Verification
Learning to Win Process-Control Games Watching Game-Masters
ALT '98 Proceedings of the 9th International Conference on Algorithmic Learning Theory
Decision Trees for Multiple Abstraction Levels of Data
CIA '01 Proceedings of the 5th International Workshop on Cooperative Information Agents V
Scalability Issues in Inductive Logic Programming
ALT '98 Proceedings of the 9th International Conference on Algorithmic Learning Theory
Positive and Unlabeled Examples Help Learning
ALT '99 Proceedings of the 10th International Conference on Algorithmic Learning Theory
Theoretical Views of Boosting and Applications
ALT '99 Proceedings of the 10th International Conference on Algorithmic Learning Theory
Learning from Positive and Unlabeled Examples
ALT '00 Proceedings of the 11th International Conference on Algorithmic Learning Theory
Sharper Bounds for the Hardness of Prototype and Feature Selection
ALT '00 Proceedings of the 11th International Conference on Algorithmic Learning Theory
A Simpler Analysis of the Multi-way Branching Decision Tree Boosting Algorithm
ALT '01 Proceedings of the 12th International Conference on Algorithmic Learning Theory
Learning of Boolean Functions Using Support Vector Machines
ALT '01 Proceedings of the 12th International Conference on Algorithmic Learning Theory
Discovery in Hydrating Plaster Using Machine Learning Methods
DS '02 Proceedings of the 5th International Conference on Discovery Science
Mining Patterns from Structured Data by Beam-Wise Graph-Based Induction
DS '02 Proceedings of the 5th International Conference on Discovery Science
A Study on the Effect of Class Distribution Using Cost-Sensitive Learning
DS '02 Proceedings of the 5th International Conference on Discovery Science
From Ensemble Methods to Comprehensible Models
DS '02 Proceedings of the 5th International Conference on Discovery Science
Improved Dataset Characterisation for Meta-learning
DS '02 Proceedings of the 5th International Conference on Discovery Science
Experiments with Projection Learning
DS '02 Proceedings of the 5th International Conference on Discovery Science
Feature Selection for Propositionalization
DS '02 Proceedings of the 5th International Conference on Discovery Science
Learning Hierarchical Skills from Observation
DS '02 Proceedings of the 5th International Conference on Discovery Science
Progress in Discovery Science, Final Report of the Japanese Discovery Science Project
Efficient Data Mining by Active Learning
Progress in Discovery Science, Final Report of the Japanese Discovery Science Project
Some Criterions for Selecting the Best Data Abstractions
Progress in Discovery Science, Final Report of the Japanese Discovery Science Project
Constructing Inductive Applications by Meta-Learning with Method Repositories
Progress in Discovery Science, Final Report of the Japanese Discovery Science Project
The Continuous-Function Attribute Class in Decision Tree Induction
DS '98 Proceedings of the First International Conference on Discovery Science
Feature Transformation and Multivariate Decision Tree Induction
DS '98 Proceedings of the First International Conference on Discovery Science
DS '98 Proceedings of the First International Conference on Discovery Science
On Classification and Regression
DS '98 Proceedings of the First International Conference on Discovery Science
An Experimental Agricultural Data Mining System
DS '98 Proceedings of the First International Conference on Discovery Science
Random Case Analysis of Inductive Learning Algorithms
DS '98 Proceedings of the First International Conference on Discovery Science
Instance Guided Rule Induction
DS '98 Proceedings of the First International Conference on Discovery Science
DS '98 Proceedings of the First International Conference on Discovery Science
Extracting Knowledge Patterns from Ticket Data
DS '98 Proceedings of the First International Conference on Discovery Science
Learning with Globally Predictive Tests
DS '98 Proceedings of the First International Conference on Discovery Science
Design and Evaluation of an Environment to Automate the Construction of Inductive Applications
DS '99 Proceedings of the Second International Conference on Discovery Science
CAEP: Classification by Aggregating Emerging Patterns
DS '99 Proceedings of the Second International Conference on Discovery Science
Weighted Majority Decision among Several Region Rules for Scientific Discovery
DS '99 Proceedings of the Second International Conference on Discovery Science
Knowledge Discovery from Health Data Using Weighted Aggregation Classifiers
DS '99 Proceedings of the Second International Conference on Discovery Science
DS '00 Proceedings of the Third International Conference on Discovery Science
DS '00 Proceedings of the Third International Conference on Discovery Science
An Appropriate Abstraction for Construction a Compact Decision Tree
DS '00 Proceedings of the Third International Conference on Discovery Science
Rule Discovery Technique Using Genetic Programming Combined with Apriori Algorithm
DS '00 Proceedings of the Third International Conference on Discovery Science
Classiying Scenarios Using Belief Decision Trees
DS '00 Proceedings of the Third International Conference on Discovery Science
DS '01 Proceedings of the 4th International Conference on Discovery Science
Top-Down Decision Tree Boosting and Its Applications
Progress in Discovery Science, Final Report of the Japanese Discovery Science Project
Discovery of Positive and Negative Knowledge in Medical Databases Using Rough Sets
Progress in Discovery Science, Final Report of the Japanese Discovery Science Project
Discovering Polynomials to Fit Multivariate Data Having Numeric and Nominal Variables
Progress in Discovery Science, Final Report of the Japanese Discovery Science Project
Clustering Rules Using Empirical Similarity of Support Sets
DS '01 Proceedings of the 4th International Conference on Discovery Science
Divide and Conquer Machine Learning for a Genomics Analogy Problem (Progress Report)
DS '01 Proceedings of the 4th International Conference on Discovery Science
Using Genetic Algorithms-Based Approach for Better Decision Trees: A Computational Study
DS '02 Proceedings of the 5th International Conference on Discovery Science
Datascape Survey Using the Cascade Model
DS '02 Proceedings of the 5th International Conference on Discovery Science
A Decision Tree Algorithm for Ordinal Classification
IDA '99 Proceedings of the Third International Symposium on Advances in Intelligent Data Analysis
Application of Rough Sets Algorithms to Prediction of Aircraft Component Failure
IDA '99 Proceedings of the Third International Symposium on Advances in Intelligent Data Analysis
Intrusion Detection through Behavioral Data
IDA '99 Proceedings of the Third International Symposium on Advances in Intelligent Data Analysis
Feature Selection as Retrospective Pruning in Hierarchical Clustering
IDA '99 Proceedings of the Third International Symposium on Advances in Intelligent Data Analysis
The Biases of Decision Tree Pruning Strategies
IDA '99 Proceedings of the Third International Symposium on Advances in Intelligent Data Analysis
A ``Top-Down and Prune'' Induction Scheme for Constrained Decision Committees
IDA '99 Proceedings of the Third International Symposium on Advances in Intelligent Data Analysis
Integrating Declarative Knowledge in Hierarchical Clustering Tasks
IDA '99 Proceedings of the Third International Symposium on Advances in Intelligent Data Analysis
From Theoretical Learnability to Statistical Measures of the Learnable
IDA '99 Proceedings of the Third International Symposium on Advances in Intelligent Data Analysis
S3Bagging: Fast Classifier Induction Method with Subsampling and Bagging
IDA '01 Proceedings of the 4th International Conference on Advances in Intelligent Data Analysis
An Evaluation of Grading Classifiers
IDA '01 Proceedings of the 4th International Conference on Advances in Intelligent Data Analysis
Correlation-Based and Contextual Merit-Based Ensemble Feature Selection
IDA '01 Proceedings of the 4th International Conference on Advances in Intelligent Data Analysis
Analyzing Data Clusters: A Rough Sets Approach to Extract Cluster-Defining Symbolic Rules
IDA '01 Proceedings of the 4th International Conference on Advances in Intelligent Data Analysis
Finding Polynomials to Fit Multivariate Data Having Numeric and Nominal Variables
IDA '01 Proceedings of the 4th International Conference on Advances in Intelligent Data Analysis
Experiments in Predicting Biodegradability
ILP '99 Proceedings of the 9th International Workshop on Inductive Logic Programming
Combining Divide-and-Conquer and Separate-and-Conquer for Efficient and Effective Rule Induction
ILP '99 Proceedings of the 9th International Workshop on Inductive Logic Programming
Application of Different Learning Methods to Hungarian Part-of-Speech Tagging
ILP '99 Proceedings of the 9th International Workshop on Inductive Logic Programming
ILP '00 Proceedings of the 10th International Conference on Inductive Logic Programming
Transformation-Based Learning Using Multirelational Aggregation
ILP '01 Proceedings of the 11th International Conference on Inductive Logic Programming
Efficient Cross-Validation in ILP
ILP '01 Proceedings of the 11th International Conference on Inductive Logic Programming
Applying Boosting to Similarity Literals for Time Series Classification
MCS '00 Proceedings of the First International Workshop on Multiple Classifier Systems
MCS '00 Proceedings of the First International Workshop on Multiple Classifier Systems
A Mathematically Rigorous Foundation for Supervised Learning
MCS '00 Proceedings of the First International Workshop on Multiple Classifier Systems
Limiting the Number of Trees in Random Forests
MCS '01 Proceedings of the Second International Workshop on Multiple Classifier Systems
MCS '01 Proceedings of the Second International Workshop on Multiple Classifier Systems
Stacking with Multi-response Model Trees
MCS '02 Proceedings of the Third International Workshop on Multiple Classifier Systems
Distributed Pasting of Small Votes
MCS '02 Proceedings of the Third International Workshop on Multiple Classifier Systems
Boosted Tree Ensembles for Solving Multiclass Problems
MCS '02 Proceedings of the Third International Workshop on Multiple Classifier Systems
ISC '01 Proceedings of the 4th International Conference on Information Security
Learning Rules from Distributed Data
Revised Papers from Large-Scale Parallel Data Mining, Workshop on Large-Scale Parallel KDD Systems, SIGKDD
The Integrated Delivery of Large-Scale Data Mining: The ACSys Data Mining Project
Revised Papers from Large-Scale Parallel Data Mining, Workshop on Large-Scale Parallel KDD Systems, SIGKDD
Parallel and Distributed Data Mining: An Introduction
Revised Papers from Large-Scale Parallel Data Mining, Workshop on Large-Scale Parallel KDD Systems, SIGKDD
Active Mining in a Distributed Setting
Revised Papers from Large-Scale Parallel Data Mining, Workshop on Large-Scale Parallel KDD Systems, SIGKDD
Efficient Parallel Classification Using Dimensional Aggregates
Revised Papers from Large-Scale Parallel Data Mining, Workshop on Large-Scale Parallel KDD Systems, SIGKDD
Constructing Web User Profiles: A non-invasive Learning Approach
WEBKDD '99 Revised Papers from the International Workshop on Web Usage Analysis and User Profiling
An Analysis of Multiple Tutoring Protocols
ITS '00 Proceedings of the 5th International Conference on Intelligent Tutoring Systems
Effectiveness of Error Correcting Output Codes in Multiclass Learning Problems
MCS '00 Proceedings of the First International Workshop on Multiple Classifier Systems
Learning Rules for Large-Vocabulary Word Sense Disambiguation: A Comparison of Various Classifiers
NLP '00 Proceedings of the Second International Conference on Natural Language Processing
A Comparison of Rule-Based and Machine Learning Methods for Identifying Non-nominal It
NLP '00 Proceedings of the Second International Conference on Natural Language Processing
A Clustering-Based Constructive Induction Method and Its Application to Rheumatoid Arthritis
AIME '01 Proceedings of the 8th Conference on AI in Medicine in Europe: Artificial Intelligence Medicine
AIME '01 Proceedings of the 8th Conference on AI in Medicine in Europe: Artificial Intelligence Medicine
AIME '01 Proceedings of the 8th Conference on AI in Medicine in Europe: Artificial Intelligence Medicine
AIME '01 Proceedings of the 8th Conference on AI in Medicine in Europe: Artificial Intelligence Medicine
Adjustable Autonomy: A Response
ATAL '00 Proceedings of the 7th International Workshop on Intelligent Agents VII. Agent Theories Architectures and Languages
Experiences with a Logic-Based Knowledge Discovery Support Environment
AI*IA '99 Proceedings of the 6th Congress of the Italian Association for Artificial Intelligence on Advances in Artificial Intelligence
Resampling vs Reweighting in Boosting a Relational Weak Learner
AI*IA 01 Proceedings of the 7th Congress of the Italian Association for Artificial Intelligence on Advances in Artificial Intelligence
User Profiling in an Application of Electronic Commerce
AI*IA 01 Proceedings of the 7th Congress of the Italian Association for Artificial Intelligence on Advances in Artificial Intelligence
CCIA '02 Proceedings of the 5th Catalonian Conference on AI: Topics in Artificial Intelligence
CAIP '01 Proceedings of the 9th International Conference on Computer Analysis of Images and Patterns
Ultraconservative Online Algorithms for Multiclass Problems
COLT '01/EuroCOLT '01 Proceedings of the 14th Annual Conference on Computational Learning Theory and and 5th European Conference on Computational Learning Theory
Maximizing the Margin with Boosting
COLT '02 Proceedings of the 15th Annual Conference on Computational Learning Theory
Estimating Object-Relational Database Understandability Using Structural Metrics
DEXA '01 Proceedings of the 12th International Conference on Database and Expert Systems Applications
DEXA '01 Proceedings of the 12th International Conference on Database and Expert Systems Applications
A Two-Phase Stock Trading System Using Distributional Differences
DEXA '02 Proceedings of the 13th International Conference on Database and Expert Systems Applications
Eureka!: A Tool for Interactive Knowledge Discovery
DEXA '02 Proceedings of the 13th International Conference on Database and Expert Systems Applications
Using J-Pruning to Reduce Overfitting of Classification Rules in Noisy Domains
DEXA '02 Proceedings of the 13th International Conference on Database and Expert Systems Applications
Dimensionality Reduction through Sub-space Mapping for Nearest Neighbor Algorithms
ECML '00 Proceedings of the 11th European Conference on Machine Learning
An Evolutionary Algorithm for Cost-Sensitive Decision Rule Learning
EMCL '01 Proceedings of the 12th European Conference on Machine Learning
Basket Analysis on Meningitis Data
Proceedings of the Joint JSAI 2001 Workshop on New Frontiers in Artificial Intelligence
Fast Algorithms for Mining Emerging Patterns
PKDD '02 Proceedings of the 6th European Conference on Principles of Data Mining and Knowledge Discovery
An Empirical Comparison of Pruning Methods for Ensemble Classifiers
IDA '01 Proceedings of the 4th International Conference on Advances in Intelligent Data Analysis
Improving Identification of Difficult Small Classes by Balancing Class Distribution
AIME '01 Proceedings of the 8th Conference on AI in Medicine in Europe: Artificial Intelligence Medicine
Proportional k-Interval Discretization for Naive-Bayes Classifiers
EMCL '01 Proceedings of the 12th European Conference on Machine Learning
IPDPS '01 Proceedings of the 15th International Parallel & Distributed Processing Symposium
A Mixed Similarity Measure in Near-Linear Computational Complexity for Distance-Based Methods
PKDD '00 Proceedings of the 4th European Conference on Principles of Data Mining and Knowledge Discovery
NeuroRule: A Connectionist Approach to Data Mining
VLDB '95 Proceedings of the 21th International Conference on Very Large Data Bases
Decision Committee Learning with Dynamic Integration of Classifiers
ADBIS-DASFAA '00 Proceedings of the East-European Conference on Advances in Databases and Information Systems Held Jointly with International Conference on Database Systems for Advanced Applications: Current Issues in Databases and Information Systems
Automatic Construction of Online Catalog Topologies
EC-Web 2001 Proceedings of the Second International Conference on Electronic Commerce and Web Technologies
A Dynamic Method for Discretization of Continuous Attributes
IDEAL '02 Proceedings of the Third International Conference on Intelligent Data Engineering and Automated Learning
Prediction of Ordinal Classes Using Regression Trees
ISMIS '00 Proceedings of the 12th International Symposium on Foundations of Intelligent Systems
Improving Classification by Removing or Relabeling Mislabeled Instances
ISMIS '02 Proceedings of the 13th International Symposium on Foundations of Intelligent Systems
XCS and GALE: A Comparative Study of Two Learning Classifier Systems on Data Mining
IWLCS '01 Revised Papers from the 4th International Workshop on Advances in Learning Classifier Systems
Study of a Mixed Similarity Measure for Classification and Clustering
PAKDD '99 Proceedings of the Third Pacific-Asia Conference on Methodologies for Knowledge Discovery and Data Mining
The Application of Support Diagnose in Mitochondrial Encephalomyopathies
TSCTC '02 Proceedings of the Third International Conference on Rough Sets and Current Trends in Computing
The UNSW RoboCup 2001 Sony Legged Robot League Team
RoboCup 2001: Robot Soccer World Cup V
Optimizing a Multiple Classifier System
PRICAI '02 Proceedings of the 7th Pacific Rim International Conference on Artificial Intelligence: Trends in Artificial Intelligence
Data Mining with Products of Trees
IDA '01 Proceedings of the 4th International Conference on Advances in Intelligent Data Analysis
Boosting, Bagging, and Consensus Based Classification of Multisource Remote Sensing Data
MCS '01 Proceedings of the Second International Workshop on Multiple Classifier Systems
Combining Hierarchical Classifiers with Video Semantic Indexing Systems
PCM '01 Proceedings of the Second IEEE Pacific Rim Conference on Multimedia: Advances in Multimedia Information Processing
Rough sets and boolean reasoning
Granular computing
Granular computing
Induction of rules about complications with the use of rough sets
Granular computing
Artificial intelligence for design
Formal engineering design synthesis
Data abstractions for decision tree induction
Theoretical Computer Science
Top-down decision tree learning as information based boosting
Theoretical Computer Science
Theoretical Computer Science
Pattern extraction method for text classification
Technologies for constructing intelligent systems
The VLDB Journal — The International Journal on Very Large Data Bases
Fuzzy classification trees for data analysis
Fuzzy Sets and Systems
Feature-based classification of time-series data
Information processing and technology
Automatic corpus-based tone and break-index prediction using K-ToBI representation
ACM Transactions on Asian Language Information Processing (TALIP)
The New Review of Hypermedia and Multimedia
On effective classification of strings with wavelets
Proceedings of the eighth ACM SIGKDD international conference on Knowledge discovery and data mining
Web site mining: a new way to spot competitors, customers and suppliers in the world wide web
Proceedings of the eighth ACM SIGKDD international conference on Knowledge discovery and data mining
Interactive deduplication using active learning
Proceedings of the eighth ACM SIGKDD international conference on Knowledge discovery and data mining
Mining product reputations on the Web
Proceedings of the eighth ACM SIGKDD international conference on Knowledge discovery and data mining
SECRET: a scalable linear regression tree algorithm
Proceedings of the eighth ACM SIGKDD international conference on Knowledge discovery and data mining
Tumor cell identification using features rules
Proceedings of the eighth ACM SIGKDD international conference on Knowledge discovery and data mining
Construct robust rule sets for classification
Proceedings of the eighth ACM SIGKDD international conference on Knowledge discovery and data mining
Non-linear dimensionality reduction techniques for classification and visualization
Proceedings of the eighth ACM SIGKDD international conference on Knowledge discovery and data mining
From Association to Classification: Inference Using Weight of Evidence
IEEE Transactions on Knowledge and Data Engineering
More Success and Failure Factors in Software Reuse
IEEE Transactions on Software Engineering
Progressive rademacher sampling
Eighteenth national conference on Artificial intelligence
MiTAP, text and audio processing for bio-security: a case study
Eighteenth national conference on Artificial intelligence
Information Sciences—Informatics and Computer Science: An International Journal
Types and forms of knowledge (patterns): rules
Handbook of data mining and knowledge discovery
Types and forms of knowledge (patterns): decision trees
Handbook of data mining and knowledge discovery
Rough sets perspective on data and knowledge
Handbook of data mining and knowledge discovery
Data reduction: feature aggregation
Handbook of data mining and knowledge discovery
Data reduction: discretization of numerical attributes
Handbook of data mining and knowledge discovery
Data mining tasks and methods: Classification: decision-tree discovery
Handbook of data mining and knowledge discovery
Data mining tasks and methods: Classification: decision rules
Handbook of data mining and knowledge discovery
Data mining tasks and methods: Rule discovery: inductive logic programming approaches
Handbook of data mining and knowledge discovery
Data mining tasks and methods: Clustering: conceptual clustering
Handbook of data mining and knowledge discovery
Data mining tasks and methods: scalability
Handbook of data mining and knowledge discovery
Handbook of data mining and knowledge discovery
Domain knowledge to support the discovery process: previously discovered knowledge
Handbook of data mining and knowledge discovery
Domain knowledge to support the discovery process: user preferences
Handbook of data mining and knowledge discovery
Knowledge evaluation: statistical evaluations
Handbook of data mining and knowledge discovery
Knowledge evaluation: Other evaluations: minimum description length
Handbook of data mining and knowledge discovery
Case studies: Public domain, multiple mining tasks systems: MLC++
Handbook of data mining and knowledge discovery
Case studies: Commercial, multiple mining tasks systems: clementine
Handbook of data mining and knowledge discovery
Case studies: Commercial, multiple mining tasks systems: Kepler and Descartes
Handbook of data mining and knowledge discovery
Case studies: Commercial, multiple mining tasks systems: mineSet
Handbook of data mining and knowledge discovery
Handbook of data mining and knowledge discovery
Industry: the use of modern heuristic algorithms for mining insurance data
Handbook of data mining and knowledge discovery
Industry: break detection systems
Handbook of data mining and knowledge discovery
Industry: using decision tree induction to minimize process delays in the printing industry
Handbook of data mining and knowledge discovery
Industry: automated search for diagnostic knowledge on rotating machinery
Handbook of data mining and knowledge discovery
Industry: predicting telecommunication equipment failures from sequences of network alarms
Handbook of data mining and knowledge discovery
Industry: telecommunications network diagnosis
Handbook of data mining and knowledge discovery
Assessing and improving the quality of knowledge discovery data
Data warehousing and web engineering
Tree Induction for Probability-Based Ranking
Machine Learning
Application of rule induction and rough sets to verification of magnetic resonance diagnosis
Fundamenta Informaticae
DBMiner: a system for data mining in relational databases and data warehouses
CASCON '97 Proceedings of the 1997 conference of the Centre for Advanced Studies on Collaborative research
Mining customer product ratings for personalized marketing
Decision Support Systems - Special issue: Web data mining
The diversity-based approach to open-domain text summarization
Information Processing and Management: an International Journal
Machine vision for the inspection of natural products
Data mining, rough sets and granular computing
An interactive visualization system for mining association rules
Data mining, rough sets and granular computing
Scoring and ranking the data using association rules
Data mining, rough sets and granular computing
Discovery of approximate knowledge in medical databases based on rough set model
Data mining, rough sets and granular computing
Types and classes of machine learning and data mining
ACSC '03 Proceedings of the 26th Australasian computer science conference - Volume 16
Decision support in acute abdominal pain using an expert system for different knowledge bases
CBMS '97 Proceedings of the 10th IEEE Symposium on Computer-Based Medical Systems (CBMS '97)
Relating clinical and neurophysiological assessment of spasticity by machine learning
CBMS '97 Proceedings of the 10th IEEE Symposium on Computer-Based Medical Systems (CBMS '97)
Decision Tree's Induction Strategies Evaluated on a Hard Real World Problem
CBMS '00 Proceedings of the 13th IEEE Symposium on Computer-Based Medical Systems (CBMS'00)
Advanced Local Feature Selection in Medical Diagnostics
CBMS '00 Proceedings of the 13th IEEE Symposium on Computer-Based Medical Systems (CBMS'00)
Fuzzy Decision Trees in the Support of Breastfeeding
CBMS '00 Proceedings of the 13th IEEE Symposium on Computer-Based Medical Systems (CBMS'00)
FlexiMine – A Flexible Platform for KDD Research and Application Development
Annals of Mathematics and Artificial Intelligence
Agent-based merchandise management in business-to-business electronic commerce
Decision Support Systems
Architecture, algorithms and applications for future generation supercomputers
FRONTIERS '96 Proceedings of the 6th Symposium on the Frontiers of Massively Parallel Computation
Exploration of the Performance of a Data Mining Application via Hardware Based Monitoring
The Journal of Supercomputing
User Interface Reverse Engineering in Support of Interface Migration to the Web
Automated Software Engineering
A Bayesian approach to use emerging patterns for classification
ADC '03 Proceedings of the 14th Australasian database conference - Volume 17
Document classification via structure synopses
ADC '03 Proceedings of the 14th Australasian database conference - Volume 17
An algorithm for the induction of defeasible logic theories from databases
ADC '03 Proceedings of the 14th Australasian database conference - Volume 17
Feature space transformation and decision results interpretation
APBC '03 Proceedings of the First Asia-Pacific bioinformatics conference on Bioinformatics 2003 - Volume 19
Packet Scheduling Based on Learning in the Next Generation Internet Architectures
ISCC '00 Proceedings of the Fifth IEEE Symposium on Computers and Communications (ISCC 2000)
A survey of data mining and knowledge discovery software tools
ACM SIGKDD Explorations Newsletter
Cross-Feature Analysis for Detecting Ad-Hoc Routing Anomalies
ICDCS '03 Proceedings of the 23rd International Conference on Distributed Computing Systems
Mining Typhoon Knowledge with Neural Networks
ICTAI '99 Proceedings of the 11th IEEE International Conference on Tools with Artificial Intelligence
Protein Secondary Structure Prediction Using Data Mining Tool C5
ICTAI '99 Proceedings of the 11th IEEE International Conference on Tools with Artificial Intelligence
Generating neural networks through the induction of threshold logic unit trees
INBS '95 Proceedings of the First International Symposium on Intelligence in Neural and Biological Systems (INBS'95)
The Automated Multidimensional Detective
INFOVIS '99 Proceedings of the 1999 IEEE Symposium on Information Visualization
Case Study: Visualization for Decision Tree Analysis in Data Mining
INFOVIS '01 Proceedings of the IEEE Symposium on Information Visualization 2001 (INFOVIS'01)
Finding Essential Attributes from Binary Data
Annals of Mathematics and Artificial Intelligence
Extracting symbolic rules from trained neural network ensembles
AI Communications - Special issue on Artificial intelligence advances in China
Question classification using support vector machines
Proceedings of the 26th annual international ACM SIGIR conference on Research and development in informaion retrieval
A maximal figure-of-merit learning approach to text categorization
Proceedings of the 26th annual international ACM SIGIR conference on Research and development in informaion retrieval
Agent teaching agent framework
AAMAS '03 Proceedings of the second international joint conference on Autonomous agents and multiagent systems
An introduction to boosting and leveraging
Advanced lectures on machine learning
Security procedures for classification mining algorithms
Das'01 Proceedings of the fifteenth annual working conference on Database and application security
Information fusion in biometrics
Pattern Recognition Letters - Special issue: Audio- and video-based biometric person authentication (AVBPA 2001)
A comparative assessment of classification methods
Decision Support Systems
Applying rough set theory to multi stage medical diagnosing
Fundamenta Informaticae
On computing the semi-sum of two integers
Information Processing Letters
Reduced error pruning of branching programs cannot be approximated to within a logarithmic factor
Information Processing Letters
ScalParC: A New Scalable and Efficient Parallel Classification Algorithm for Mining Large Datasets
IPPS '98 Proceedings of the 12th. International Parallel Processing Symposium on International Parallel Processing Symposium
A learning-based approach to estimate statistics of operators in continuous queries: a case study
DMKD '03 Proceedings of the 8th ACM SIGMOD workshop on Research issues in data mining and knowledge discovery
Intelligent data analysis
Theoretical and Empirical Analysis of ReliefF and RReliefF
Machine Learning
Improved Rooftop Detection in Aerial Images with Machine Learning
Machine Learning
Sourcebook of parallel computing
Web browsing using machine learning on text data
Intelligent exploration of the web
Restructuring decision tables for elucidation of knowledge
Data & Knowledge Engineering
A complete fuzzy decision tree technique
Fuzzy Sets and Systems - Theme: Learning and modeling
Fuzzy data mining for interesting generalized association rules
Fuzzy Sets and Systems - Theme: Learning and modeling
Meta-Learner for Unknown Attribute Values Processing: Dealing with Inconsistency of Meta-Databases
Journal of Intelligent Information Systems
Relational concept learning by cooperative evolution
Journal of Experimental Algorithmics (JEA)
Reducing multiclass to binary: a unifying approach for margin classifiers
The Journal of Machine Learning Research
Recommender systems using linear classifiers
The Journal of Machine Learning Research
The Journal of Machine Learning Research
On the algorithmic implementation of multiclass kernel-based vector machines
The Journal of Machine Learning Research
Ultraconservative online algorithms for multiclass problems
The Journal of Machine Learning Research
Efficient algorithms for decision tree cross-validation
The Journal of Machine Learning Research
Overfitting in making comparisons between variable selection methods
The Journal of Machine Learning Research
Logistic regression and artificial neural network classification models: a methodology review
Journal of Biomedical Informatics
A color object recognition scheme: application to cellular sorting
Machine Vision and Applications
Tree induction vs. logistic regression: a learning-curve analysis
The Journal of Machine Learning Research
Data Mining for Generating Predictive Models of Local Hydrology
Applied Intelligence
Building large knowledge bases by mass collaboration
Proceedings of the 2nd international conference on Knowledge capture
Operations and evaluation measures for learning possibilistic graphical models
Artificial Intelligence - Special issue: Fuzzy set and possibility theory-based methods in artificial intelligence
Web Usage Mining as a Tool for Personalization: A Survey
User Modeling and User-Adapted Interaction
Estimating Travel Times of Field Engineers
BT Technology Journal
Data Mining for Very Busy People
Computer
Feature Extraction Based on ICA for Binary Classification Problems
IEEE Transactions on Knowledge and Data Engineering
Dimensionality Reduction in Automatic Knowledge Acquisition: A Simple Greedy Search Approach
IEEE Transactions on Knowledge and Data Engineering
Benchmarking Attribute Selection Techniques for Discrete Class Data Mining
IEEE Transactions on Knowledge and Data Engineering
On the Use of Conceptual Reconstruction for Mining Massively Incomplete Data Sets
IEEE Transactions on Knowledge and Data Engineering
Detecting Patterns of Change Using Enhanced Parallel Coordinates Visualization
ICDM '03 Proceedings of the Third IEEE International Conference on Data Mining
Applying Noise Handling Techniques to Genomic Data: A Case Study
ICDM '03 Proceedings of the Third IEEE International Conference on Data Mining
ICDM '03 Proceedings of the Third IEEE International Conference on Data Mining
ICDM '03 Proceedings of the Third IEEE International Conference on Data Mining
Tree-structured Partitioning Based on Splitting Histograms of Distances
ICDM '03 Proceedings of the Third IEEE International Conference on Data Mining
Comparing Pure Parallel Ensemble Creation Techniques Against Bagging
ICDM '03 Proceedings of the Third IEEE International Conference on Data Mining
Pattern Discovery based on Rule Induction and Taxonomy Generation
ICDM '03 Proceedings of the Third IEEE International Conference on Data Mining
Comparing Naive Bayes, Decision Trees, and SVM with AUC and Accuracy
ICDM '03 Proceedings of the Third IEEE International Conference on Data Mining
Dynamic Weighted Majority: A New Ensemble Method for Tracking Concept Drift
ICDM '03 Proceedings of the Third IEEE International Conference on Data Mining
Is random model better? On its accuracy and efficiency
ICDM '03 Proceedings of the Third IEEE International Conference on Data Mining
Mining Plans for Customer-Class Transformation
ICDM '03 Proceedings of the Third IEEE International Conference on Data Mining
Frequent Sub-Structure-Based Approaches for Classifying Chemical Compounds
ICDM '03 Proceedings of the Third IEEE International Conference on Data Mining
Cost-Sensitive Learning by Cost-Proportionate Example Weighting
ICDM '03 Proceedings of the Third IEEE International Conference on Data Mining
A visualization model of interactive knowledge discovery systems and its implementations
Information Visualization
Automated data-driven discovery of motif-based protein function classifiers
Information Sciences: an International Journal
Domain-Specific Web Search with Keyword Spices
IEEE Transactions on Knowledge and Data Engineering
KPSpotter: a flexible information gain-based keyphrase extraction system
WIDM '03 Proceedings of the 5th ACM international workshop on Web information and data management
Aggregation-based feature invention and relational concept classes
Proceedings of the ninth ACM SIGKDD international conference on Knowledge discovery and data mining
Mining concept-drifting data streams using ensemble classifiers
Proceedings of the ninth ACM SIGKDD international conference on Knowledge discovery and data mining
On detecting differences between groups
Proceedings of the ninth ACM SIGKDD international conference on Knowledge discovery and data mining
XRules: an effective structural classifier for XML data
Proceedings of the ninth ACM SIGKDD international conference on Knowledge discovery and data mining
Mining hepatitis data with temporal abstraction
Proceedings of the ninth ACM SIGKDD international conference on Knowledge discovery and data mining
The data mining approach to automated software testing
Proceedings of the ninth ACM SIGKDD international conference on Knowledge discovery and data mining
Passenger-based predictive modeling of airline no-show rates
Proceedings of the ninth ACM SIGKDD international conference on Knowledge discovery and data mining
Critical event prediction for proactive management in large-scale computer clusters
Proceedings of the ninth ACM SIGKDD international conference on Knowledge discovery and data mining
Frequent-subsequence-based prediction of outer membrane proteins
Proceedings of the ninth ACM SIGKDD international conference on Knowledge discovery and data mining
Experiments with random projections for machine learning
Proceedings of the ninth ACM SIGKDD international conference on Knowledge discovery and data mining
Accurate decision trees for mining high-speed data streams
Proceedings of the ninth ACM SIGKDD international conference on Knowledge discovery and data mining
Learning relational probability trees
Proceedings of the ninth ACM SIGKDD international conference on Knowledge discovery and data mining
PaintingClass: interactive construction, visualization and exploration of decision trees
Proceedings of the ninth ACM SIGKDD international conference on Knowledge discovery and data mining
Efficiently handling feature redundancy in high-dimensional data
Proceedings of the ninth ACM SIGKDD international conference on Knowledge discovery and data mining
Categorizing web queries according to geographical locality
CIKM '03 Proceedings of the twelfth international conference on Information and knowledge management
Intelligent metasearch engine for knowledge management
CIKM '03 Proceedings of the twelfth international conference on Information and knowledge management
Supervised learning by means of accuracy-aware evolutionary algorithms
Information Sciences: an International Journal - Special issue: Evolutionary computation
Customising WAP-based information services on mobile networks
Personal and Ubiquitous Computing
Large vocabulary sign language recognition based on hierarchical decision trees
Proceedings of the 5th international conference on Multimodal interfaces
Multi-relational data mining: an introduction
ACM SIGKDD Explorations Newsletter
Applying GMDH algorithm to extract rules from examples
Systems Analysis Modelling Simulation - Special issue: Self-organising modelling and simulation
A Monotonic On-Line Linear Algorithm for Hierarchical Agglomerative Classification
Information Technology and Management
Benchmarking Least Squares Support Vector Machine Classifiers
Machine Learning
ART: A Hybrid Classification Model
Machine Learning
A Compact and Accurate Model for Classification
IEEE Transactions on Knowledge and Data Engineering
IEEE Transactions on Knowledge and Data Engineering
IEEE Transactions on Knowledge and Data Engineering
Addressing the Problems of Bayesian Network Classification of Video Using High-Dimensional Features
IEEE Transactions on Knowledge and Data Engineering
Speedup learning for repair-based search by identifying redundant steps
The Journal of Machine Learning Research
Learning to Share Meaning in a Multi-Agent System
Autonomous Agents and Multi-Agent Systems
Law, learning and representation
Artificial Intelligence - Special issue on AI and law
Information extraction from case law and retrieval of prior cases
Artificial Intelligence - Special issue on AI and law
DeEPs: A New Instance-Based Lazy Discovery and Classification System
Machine Learning
Active Sampling for Class Probability Estimation and Ranking
Machine Learning
Artificial Intelligence for Engineering Design, Analysis and Manufacturing
InfoGrid: providing information integration for knowledge discovery
Information Sciences—Informatics and Computer Science: An International Journal - special issue: Knowledge discovery from distributed information sources
Learning in design: From characterizing dimensions to working systems
Artificial Intelligence for Engineering Design, Analysis and Manufacturing
Learning to set up numerical optimizations of engineering designs
Artificial Intelligence for Engineering Design, Analysis and Manufacturing
Consistency-based search in feature selection
Artificial Intelligence
A function-decomposition method for development of hierarchical multi-attribute decision models
Decision Support Systems
Knowledge discovery from doctor-patient relationship
Proceedings of the 2004 ACM symposium on Applied computing
Naive Bayes vs decision trees in intrusion detection systems
Proceedings of the 2004 ACM symposium on Applied computing
Proceedings of the 2004 ACM symposium on Applied computing
Genetic Programming for data classification: partitioning the search space
Proceedings of the 2004 ACM symposium on Applied computing
Inductive benchmarking for purely functional data structures
Journal of Functional Programming
Content-Based Filtering System for Music Data
SAINT-W '04 Proceedings of the 2004 Symposium on Applications and the Internet-Workshops (SAINT 2004 Workshops)
Efficient Multisplitting Revisited: Optima-Preserving Elimination of Partition Candidates
Data Mining and Knowledge Discovery
On Data and Algorithms: Understanding Inductive Performance
Machine Learning
An empirically based system for processing definite descriptions
Computational Linguistics
Analyzing and mining ordered information tables
Journal of Computer Science and Technology
A machine learning approach to coreference resolution of noun phrases
Computational Linguistics - Special issue on computational anaphora resolution
The interaction of knowledge sources in word sense disambiguation
Computational Linguistics
Automatic verb classification based on statistical distributions of argument structure
Computational Linguistics
Improving accuracy in word class tagging through the combination of machine learning systems
Computational Linguistics
Empirical studies in discourse
Computational Linguistics
Discourse segmentation by human and automated means
Computational Linguistics
Adaptive multilingual sentence boundary disambiguation
Computational Linguistics
The Difficulty of Reduced Error Pruning of Leveled Branching Programs
Annals of Mathematics and Artificial Intelligence
Theoretical Comparison between the Gini Index and Information Gain Criteria
Annals of Mathematics and Artificial Intelligence
MIR '03 Proceedings of the 5th ACM SIGMM international workshop on Multimedia information retrieval
AI Magazine
Selecting effective index terms using a decision tree
Natural Language Engineering
Khiops: A Statistical Discretization Method of Continuous Attributes
Machine Learning
Message classification in the call center
ANLC '00 Proceedings of the sixth conference on Applied natural language processing
The automatic translation of discourse structures
NAACL 2000 Proceedings of the 1st North American chapter of the Association for Computational Linguistics conference
NAACL 2000 Proceedings of the 1st North American chapter of the Association for Computational Linguistics conference
Rapid parser development: a machine learning approach for Korean
NAACL 2000 Proceedings of the 1st North American chapter of the Association for Computational Linguistics conference
A finite state and data-oriented method for grapheme to phoneme conversion
NAACL 2000 Proceedings of the 1st North American chapter of the Association for Computational Linguistics conference
Designing neural network architectures for pattern recognition
The Knowledge Engineering Review
Knowledge discovery and data mining in biological databases
The Knowledge Engineering Review
Automatic expansion of abbreviations by using context and character information
Information Processing and Management: an International Journal
The Knowledge Engineering Review
Simplifying decision trees: A survey
The Knowledge Engineering Review
A market-based rule learning system
ACSW Frontiers '04 Proceedings of the second workshop on Australasian information security, Data Mining and Web Intelligence, and Software Internationalisation - Volume 32
APBC '04 Proceedings of the second conference on Asia-Pacific bioinformatics - Volume 29
Use of built-in features in the interpretation of high-dimensional cancer diagnosis data
APBC '04 Proceedings of the second conference on Asia-Pacific bioinformatics - Volume 29
Identifying character non-independence in phylogenetic data using data mining techniques
APBC '04 Proceedings of the second conference on Asia-Pacific bioinformatics - Volume 29
A Grey-Based Nearest Neighbor Approach for Missing Attribute Value Prediction
Applied Intelligence
Automatic verb classification using distributions of grammatical features
EACL '99 Proceedings of the ninth conference on European chapter of the Association for Computational Linguistics
EACL '99 Proceedings of the ninth conference on European chapter of the Association for Computational Linguistics
Polishing Blemishes: Issues in Data Correction
IEEE Intelligent Systems
A Case Study of Applying Boosting Naive Bayes to Claim Fraud Diagnosis
IEEE Transactions on Knowledge and Data Engineering
CrossMine: Efficient Classification Across Multiple Database Relations
ICDE '04 Proceedings of the 20th International Conference on Data Engineering
Comparison of Heuristic Criteria for Fuzzy Rule Selection in Classification Problems
Fuzzy Optimization and Decision Making
Learning features that predict cue usage
ACL '98 Proceedings of the 35th Annual Meeting of the Association for Computational Linguistics and Eighth Conference of the European Chapter of the Association for Computational Linguistics
A flexible POS tagger using an automatically acquired language model
ACL '98 Proceedings of the 35th Annual Meeting of the Association for Computational Linguistics and Eighth Conference of the European Chapter of the Association for Computational Linguistics
Memory-based learning: using similarity for smoothing
ACL '98 Proceedings of the 35th Annual Meeting of the Association for Computational Linguistics and Eighth Conference of the European Chapter of the Association for Computational Linguistics
A multi-neuro tagger using variable lengths of contexts
COLING '98 Proceedings of the 17th international conference on Computational linguistics - Volume 2
A procedure for multi-class discrimination and some linguistic applications
COLING '98 Proceedings of the 17th international conference on Computational linguistics - Volume 2
Feasibility study for ellipsis resolution in dialogues by machine-learning technique
COLING '98 Proceedings of the 17th international conference on Computational linguistics - Volume 2
COLING '98 Proceedings of the 17th international conference on Computational linguistics - Volume 1
Experiments with Learning Parsing Heuristics
COLING '98 Proceedings of the 17th international conference on Computational linguistics - Volume 1
Improving data driven wordclass tagging by system combination
COLING '98 Proceedings of the 17th international conference on Computational linguistics - Volume 1
Using decision trees to construct a practical parser
COLING '98 Proceedings of the 17th international conference on Computational linguistics - Volume 1
Characterizing and recognizing spoken corrections in human-computer dialogue
COLING '98 Proceedings of the 17th international conference on Computational linguistics - Volume 1
Combining multiple knowledge sources for discourse segmentation
ACL '95 Proceedings of the 33rd annual meeting on Association for Computational Linguistics
Evaluating automated and manual acquisition of anaphora resolution strategies
ACL '95 Proceedings of the 33rd annual meeting on Association for Computational Linguistics
Mining exact models of concurrent workflows
Computers in Industry - Special issue: Process/workflow mining
Discovery of temporal patterns from process instances
Computers in Industry - Special issue: Process/workflow mining
Building Association-Rule Based Sequential Classifiers for Web-Document Prediction
Data Mining and Knowledge Discovery
Incremental learning with partial instance memory
Artificial Intelligence
Event detection from online news documents for supporting environmental scanning
Decision Support Systems - Special issue: Knowledge management technique
Text categorization for a comprehensive time-dependent benchmark
Information Processing and Management: an International Journal
Acquiring in situ training data for context-aware ubiquitous computing applications
Proceedings of the SIGCHI Conference on Human Factors in Computing Systems
JRV: an interactive tool for data mining visualization
ACM-SE 42 Proceedings of the 42nd annual Southeast regional conference
A cooperative intrusion detection system for ad hoc networks
Proceedings of the 1st ACM workshop on Security of ad hoc and sensor networks
HYPPOCRATES: a new proactive password checker
Journal of Systems and Software
Newsjunkie: providing personalized newsfeeds via analysis of information novelty
Proceedings of the 13th international conference on World Wide Web
An intelligent and adaptive virtual environment and its application in distance learning
Proceedings of the working conference on Advanced visual interfaces
Instance-Based Regression by Partitioning Feature Projections
Applied Intelligence
Machine Learning
A rule induction approach to modeling regional pronunciation variation
COLING '00 Proceedings of the 18th conference on Computational linguistics - Volume 1
Hybrid neuro and rule-based part of speech taggers
COLING '00 Proceedings of the 18th conference on Computational linguistics - Volume 1
Bunsetsu identification using category-exclusive rules
COLING '00 Proceedings of the 18th conference on Computational linguistics - Volume 1
Verbal case frame acquisition from a bilingual corpus: gradual knowledge acquisition
COLING '94 Proceedings of the 15th conference on Computational linguistics - Volume 2
Towards automatic fine-grained semantic classification of verb-noun collocations
Natural Language Engineering
Unsupervised discovery of phonological categories through supervised learning of morphological rules
COLING '96 Proceedings of the 16th conference on Computational linguistics - Volume 1
A corpus study of negative imperatives in natural language instructions
COLING '96 Proceedings of the 16th conference on Computational linguistics - Volume 1
Automatic corpus-based Thai word extraction with the c4.5 learning algorithm
COLING '00 Proceedings of the 18th conference on Computational linguistics - Volume 2
Automatic lexical acquisition based on statistical distributions
COLING '00 Proceedings of the 18th conference on Computational linguistics - Volume 2
Applying system combination to base noun phrase identification
COLING '00 Proceedings of the 18th conference on Computational linguistics - Volume 2
Corpus-based development and evaluation of a system for processing definite descriptions
COLING '00 Proceedings of the 18th conference on Computational linguistics - Volume 2
Decision-tree based error correction for statistical phrase break prediction in Korean
COLING '00 Proceedings of the 18th conference on Computational linguistics - Volume 2
Multiple foci visualisation of large hierarchies with FlexTree
Information Visualization
COLING '96 Proceedings of the 16th conference on Computational linguistics - Volume 2
Growing neural network trees efficiently and effectively
Design and application of hybrid intelligent systems
Hybrid approach for case adaptation
Design and application of hybrid intelligent systems
Approximated measures in construction of decision trees from large databases
Design and application of hybrid intelligent systems
Diagnosis of melanoma based on data mining and ABCD formulas
Design and application of hybrid intelligent systems
Hybridized rough set framework for classification: an experimental view
Design and application of hybrid intelligent systems
An empirical investigation of the impact of discretization on common data distributions
Design and application of hybrid intelligent systems
Decision trees using class hierarchy
Design and application of hybrid intelligent systems
Toward Glaucoma Classification with Moment Methods
CRV '04 Proceedings of the 1st Canadian Conference on Computer and Robot Vision
Finding Latent Code Errors via Machine Learning over Program Executions
Proceedings of the 26th International Conference on Software Engineering
Probabilistic Relational Indexing
ICPR '98 Proceedings of the 14th International Conference on Pattern Recognition-Volume 2 - Volume 2
In Defense of One-Vs-All Classification
The Journal of Machine Learning Research
Learning Ensembles from Bites: A Scalable and Accurate Approach
The Journal of Machine Learning Research
New Techniques for Disambiguation in Natural Language and Their Application to Biological Text
The Journal of Machine Learning Research
Theory and application of cellular automata for pattern classification
Fundamenta Informaticae - Special issue on cellular automata
Editorial: special issue on learning from imbalanced data sets
ACM SIGKDD Explorations Newsletter - Special issue on learning from imbalanced datasets
Mining with rarity: a unifying framework
ACM SIGKDD Explorations Newsletter - Special issue on learning from imbalanced datasets
A study of the behavior of several methods for balancing machine learning training data
ACM SIGKDD Explorations Newsletter - Special issue on learning from imbalanced datasets
Learning from imbalanced data sets with boosting and data generation: the DataBoost-IM approach
ACM SIGKDD Explorations Newsletter - Special issue on learning from imbalanced datasets
A multistrategy approach for digital text categorization from imbalanced documents
ACM SIGKDD Explorations Newsletter - Special issue on learning from imbalanced datasets
Information Extraction from the Web: System and Techniques
Applied Intelligence
An associative classifier based on positive and negative rules
Proceedings of the 9th ACM SIGMOD workshop on Research issues in data mining and knowledge discovery
Proceedings of the 27th annual international ACM SIGIR conference on Research and development in information retrieval
An effective approach to document retrieval via utilizing WordNet and recognizing phrases
Proceedings of the 27th annual international ACM SIGIR conference on Research and development in information retrieval
Focused named entity recognition using machine learning
Proceedings of the 27th annual international ACM SIGIR conference on Research and development in information retrieval
Effectiveness of web page classification on finding list answers
Proceedings of the 27th annual international ACM SIGIR conference on Research and development in information retrieval
Multistrategy Ensemble Learning: Reducing Error by Combining Ensemble Learning Techniques
IEEE Transactions on Knowledge and Data Engineering
Clustering classifiers for knowledge discovery from physically distributed databases
Data & Knowledge Engineering
Comments on "A parallel mixture of SVMs for very large scale problems"
Neural Computation
A modal symbolic classifier for selecting time series models
Pattern Recognition Letters
Evolutionary Design of Nearest Prototype Classifiers
Journal of Heuristics
FADA: find all distinct answers
Proceedings of the 13th international World Wide Web conference on Alternate track papers & posters
Transfer of Experience Between Reinforcement Learning Environments with Progressive Difficulty
Artificial Intelligence Review
Extraction of structure of medical diagnosis from clinical data
Fundamenta Informaticae - Special issue on the 9th international conference on rough sets, fuzzy sets, data mining and granular computing (RSFDGrC 2003)
A hybrid decision tree/genetic algorithm method for data mining
Information Sciences: an International Journal - Special issue: Soft computing data mining
CLIP4: hybrid inductive machine learning algorithm that generates inequality rules
Information Sciences: an International Journal - Special issue: Soft computing data mining
An iterative method for multi-class cost-sensitive learning
Proceedings of the tenth ACM SIGKDD international conference on Knowledge discovery and data mining
Machine learning for online query relaxation
Proceedings of the tenth ACM SIGKDD international conference on Knowledge discovery and data mining
Turning CARTwheels: an alternating algorithm for mining redescriptions
Proceedings of the tenth ACM SIGKDD international conference on Knowledge discovery and data mining
Predicting customer shopping lists from point-of-sale purchase data
Proceedings of the tenth ACM SIGKDD international conference on Knowledge discovery and data mining
Early detection of insider trading in option markets
Proceedings of the tenth ACM SIGKDD international conference on Knowledge discovery and data mining
Learning to detect malicious executables in the wild
Proceedings of the tenth ACM SIGKDD international conference on Knowledge discovery and data mining
Proceedings of the tenth ACM SIGKDD international conference on Knowledge discovery and data mining
V-Miner: using enhanced parallel coordinates to mine product design and test data
Proceedings of the tenth ACM SIGKDD international conference on Knowledge discovery and data mining
Diagnosing extrapolation: tree-based density estimation
Proceedings of the tenth ACM SIGKDD international conference on Knowledge discovery and data mining
Redundancy based feature selection for microarray data
Proceedings of the tenth ACM SIGKDD international conference on Knowledge discovery and data mining
Estimating replicability of classifier learning experiments
ICML '04 Proceedings of the twenty-first international conference on Machine learning
Decision trees with minimal costs
ICML '04 Proceedings of the twenty-first international conference on Machine learning
Robust feature induction for support vector machines
ICML '04 Proceedings of the twenty-first international conference on Machine learning
Lookahead-based algorithms for anytime induction of decision trees
ICML '04 Proceedings of the twenty-first international conference on Machine learning
Diverse ensembles for active learning
ICML '04 Proceedings of the twenty-first international conference on Machine learning
ICML '04 Proceedings of the twenty-first international conference on Machine learning
Sequential skewing: an improved skewing algorithm
ICML '04 Proceedings of the twenty-first international conference on Machine learning
Redundant feature elimination for multi-class problems
ICML '04 Proceedings of the twenty-first international conference on Machine learning
C4.5 competence map: a phase transition-inspired approach
ICML '04 Proceedings of the twenty-first international conference on Machine learning
Learning and evaluating classifiers under sample selection bias
ICML '04 Proceedings of the twenty-first international conference on Machine learning
Training conditional random fields via gradient tree boosting
ICML '04 Proceedings of the twenty-first international conference on Machine learning
Extracting predicates from mining models for efficient query evaluation
ACM Transactions on Database Systems (TODS)
Mining diagnostic rules from clinical databases using rough sets and medical diagnostic model
Information Sciences: an International Journal - Special issue: Medical expert systems
Interactive training of advanced classifiers for mining remote sensing image archives
Proceedings of the tenth ACM SIGKDD international conference on Knowledge discovery and data mining
Integrating Guidance into Relational Reinforcement Learning
Machine Learning
CSB '04 Proceedings of the 2004 IEEE Computational Systems Bioinformatics Conference
Machine-Learning Techniques for Software Product Quality Assessment
QSIC '04 Proceedings of the Quality Software, Fourth International Conference
Online adaptive decision trees
Neural Computation
Constraint programming viewed as rule-based programming
Theory and Practice of Logic Programming
Toward Global Optimization of Case-Based Reasoning Systems for Financial Forecasting
Applied Intelligence
Data-Mining Synthesised Schedulers for Hard Real-Time Systems
Proceedings of the 19th IEEE international conference on Automated software engineering
Intelligent Component Selection
COMPSAC '04 Proceedings of the 28th Annual International Computer Software and Applications Conference - Volume 01
Rough Set-Aided Feature Selection for Automatic Web-Page Classification
WI '04 Proceedings of the 2004 IEEE/WIC/ACM International Conference on Web Intelligence
Knowledge Representation and Inductive Learning with XML
WI '04 Proceedings of the 2004 IEEE/WIC/ACM International Conference on Web Intelligence
Simulating the Behaviour of Electronic MarketPlaces with an Agent-Based Approach
WI '04 Proceedings of the 2004 IEEE/WIC/ACM International Conference on Web Intelligence
EDDIE-automation, a decision support tool for financial forecasting
Decision Support Systems - Special issue: Data mining for financial decision making
A Survey of Outlier Detection Methodologies
Artificial Intelligence Review
User re-authentication via mouse movements
Proceedings of the 2004 ACM workshop on Visualization and data mining for computer security
Improvements to the Linear Programming Based Scheduling of Web Advertisements
Electronic Commerce Research
No Pervasive Computing without Intelligent Systems
BT Technology Journal
Building multi-way decision trees with numerical attributes
Information Sciences: an International Journal
On approximating weighted sums with exponentially many terms
Journal of Computer and System Sciences
Semantics-Preserving Dimensionality Reduction: Rough and Fuzzy-Rough-Based Approaches
IEEE Transactions on Knowledge and Data Engineering
Shape-Based Recognition of Wiry Objects
IEEE Transactions on Pattern Analysis and Machine Intelligence
Corpus-based linguistic indicators for aspectual classification
ACL '99 Proceedings of the 37th annual meeting of the Association for Computational Linguistics on Computational Linguistics
Automatic detection of poor speech recognition at the dialogue level
ACL '99 Proceedings of the 37th annual meeting of the Association for Computational Linguistics on Computational Linguistics
A decision-based approach to rhetorical parsing
ACL '99 Proceedings of the 37th annual meeting of the Association for Computational Linguistics on Computational Linguistics
An efficient statistical speech act type tagging system for speech translation systems
ACL '99 Proceedings of the 37th annual meeting of the Association for Computational Linguistics on Computational Linguistics
Learning to recognize tables in free text
ACL '99 Proceedings of the 37th annual meeting of the Association for Computational Linguistics on Computational Linguistics
Example-based sentence reduction using the hidden markov model
ACM Transactions on Asian Language Information Processing (TALIP)
Using trace analysis for improving performance in COTS systems
CASCON '04 Proceedings of the 2004 conference of the Centre for Advanced Studies on Collaborative research
Learning diagnostic policies from examples by systematic search
UAI '04 Proceedings of the 20th conference on Uncertainty in artificial intelligence
MOB-ESP and other improvements in probability estimation
UAI '04 Proceedings of the 20th conference on Uncertainty in artificial intelligence
Class Noise vs. Attribute Noise: A Quantitative Study
Artificial Intelligence Review
Models for machine learning and data mining in functional programming
Journal of Functional Programming
IEEE Transactions on Knowledge and Data Engineering
Interpretable Hierarchical Clustering by Constructing an Unsupervised Decision Tree
IEEE Transactions on Knowledge and Data Engineering
Assessment of the effectiveness of support vector machines for hyperspectral data
Future Generation Computer Systems - Special issue: Geocomputation
Adaptive teaching strategy for online learning
Proceedings of the 10th international conference on Intelligent user interfaces
Towards automatic transcription of expressive oral percussive performances
Proceedings of the 10th international conference on Intelligent user interfaces
On domain-partitioning induction criteria: worst-case bounds for the worst-case based
Theoretical Computer Science
Discrete Applied Mathematics - Discrete mathematics & data mining (DM & DM)
Pareto-optimal patterns in logical analysis of data
Discrete Applied Mathematics - Discrete mathematics & data mining (DM & DM)
Essential classification rule sets
ACM Transactions on Database Systems (TODS)
Identifying projected clusters from gene expression profiles
Journal of Biomedical Informatics
Classification and knowledge discovery in protein databases
Journal of Biomedical Informatics - Special issue: Biomedical machine learning
Selective Rademacher Penalization and Reduced Error Pruning of Decision Trees
The Journal of Machine Learning Research
Efficient Feature Selection via Analysis of Relevance and Redundancy
The Journal of Machine Learning Research
Randomized Variable Elimination
The Journal of Machine Learning Research
Fuzzy clustering of categorical data using fuzzy centroids
Pattern Recognition Letters
Technology supporting business solutions
Assessment of a New Three-Group Software Quality Classification Technique: An Empirical Case Study
Empirical Software Engineering
Semisupervised learning from different information sources
Knowledge and Information Systems
On original generation of structure in legal documents
ICAIL '03 Proceedings of the 9th international conference on Artificial intelligence and law
Induction of defeasible logic theories in the legal domain
ICAIL '03 Proceedings of the 9th international conference on Artificial intelligence and law
Predicting outcomes of case based legal arguments
ICAIL '03 Proceedings of the 9th international conference on Artificial intelligence and law
Using AUC and Accuracy in Evaluating Learning Algorithms
IEEE Transactions on Knowledge and Data Engineering
Multi-Constraint Mesh Partitioning for Contact/Impact Computations
Proceedings of the 2003 ACM/IEEE conference on Supercomputing
A comparison of parsing technologies for the biomedical domain
Natural Language Engineering
ELA—A new Approach for Learning Agents
Autonomous Agents and Multi-Agent Systems
Top-Down Specialization for Information and Privacy Preservation
ICDE '05 Proceedings of the 21st International Conference on Data Engineering
iBOM: A Platform for Intelligent Business Operation Management
ICDE '05 Proceedings of the 21st International Conference on Data Engineering
Runtime Empirical Selection of Loop Schedulers on Hyperthreaded SMPs
IPDPS '05 Proceedings of the 19th IEEE International Parallel and Distributed Processing Symposium (IPDPS'05) - Papers - Volume 01
Predicting human interruptibility with sensors
ACM Transactions on Computer-Human Interaction (TOCHI)
Characterisation of a Novel Indexing Technique for Case-Based Reasoning
Artificial Intelligence Review
Artificial Intelligence Review
Can user models be learned at all? Inherent problems in machine learning for user modelling
The Knowledge Engineering Review
Evolutionary approaches to fuzzy modelling for classification
The Knowledge Engineering Review
Evolutionary Radial Basis Functions for Credit Assessment
Applied Intelligence
Automatic identification of user goals in Web search
WWW '05 Proceedings of the 14th international conference on World Wide Web
On the Use of Wavelet Decomposition for String Classification
Data Mining and Knowledge Discovery
Estimating sentence types in computer related new product bulletins using a decision tree
Information Sciences—Informatics and Computer Science: An International Journal
Feature construction for reduction of tabular knowledge-based systems
Information Sciences—Informatics and Computer Science: An International Journal
A database clustering methodology and tool
Information Sciences—Informatics and Computer Science: An International Journal
Internet traffic classification using bayesian analysis techniques
SIGMETRICS '05 Proceedings of the 2005 ACM SIGMETRICS international conference on Measurement and modeling of computer systems
Best terms: an efficient feature-selection algorithm for text categorization
Knowledge and Information Systems
Improving the reliability of medical software by predicting the dangerous software modules
Journal of Medical Systems - Special issue: Computer-based medical systems
Protecting medical data for decision-making analyses
Journal of Medical Systems - Special issue: Computer-based medical systems
Variable selection and ranking for analyzing automobile traffic accident data
Proceedings of the 2005 ACM symposium on Applied computing
Sequence modelling for sentence classification in a legal summarisation system
Proceedings of the 2005 ACM symposium on Applied computing
DrC4.5: Improving C4.5 by means of prior knowledge
Proceedings of the 2005 ACM symposium on Applied computing
Learning decision trees from dynamic data streams
Proceedings of the 2005 ACM symposium on Applied computing
Machine Learning
User Modeling in Spoken Dialogue Systems to Generate Flexible Guidance
User Modeling and User-Adapted Interaction
A general feature space for automatic verb classification
EACL '03 Proceedings of the tenth conference on European chapter of the Association for Computational Linguistics - Volume 1
Detecting novel compounds: the role of distributional evidence
EACL '03 Proceedings of the tenth conference on European chapter of the Association for Computational Linguistics - Volume 1
Generalised PP-attachment disambiguation using corpus-based linguistic diagnostics
EACL '03 Proceedings of the tenth conference on European chapter of the Association for Computational Linguistics - Volume 1
Constructive induction and genetic algorithms for learning concepts with complex interaction
GECCO '05 Proceedings of the 7th annual conference on Genetic and evolutionary computation
Analysis of the initialization stage of a Pittsburgh approach learning classifier system
GECCO '05 Proceedings of the 7th annual conference on Genetic and evolutionary computation
Genetic fuzzy discretization with adaptive intervals for classification problems
GECCO '05 Proceedings of the 7th annual conference on Genetic and evolutionary computation
Attribute Clustering for Grouping, Selection, and Classification of Gene Expression Data
IEEE/ACM Transactions on Computational Biology and Bioinformatics (TCBB)
Frequent Substructure-Based Approaches for Classifying Chemical Compounds
IEEE Transactions on Knowledge and Data Engineering
Translation Initiation Sites Prediction with Mixture Gaussian Models in Human cDNA Sequences
IEEE Transactions on Knowledge and Data Engineering
A system for document markup and organisation
ISICT '04 Proceedings of the 2004 international symposium on Information and communication technologies
The image analysis system with Adaptive Component
ISICT '04 Proceedings of the 2004 international symposium on Information and communication technologies
Semantic case role detection for information extraction
COLING '02 Proceedings of the 19th international conference on Computational linguistics - Volume 2
Information gain ratio as term weight: the case of summarization of IR results
COLING '02 Proceedings of the 19th international conference on Computational linguistics - Volume 1
Learning verb argument structure from minimally annotated corpora
COLING '02 Proceedings of the 19th international conference on Computational linguistics - Volume 1
Extracting important sentences with support vector machines
COLING '02 Proceedings of the 19th international conference on Computational linguistics - Volume 1
An English-Korean transliteration model using pronunciation and contextual rules
COLING '02 Proceedings of the 19th international conference on Computational linguistics - Volume 1
SVM answer selection for open-domain question answering
COLING '02 Proceedings of the 19th international conference on Computational linguistics - Volume 1
Decision trees as explicit domain term definitions
COLING '02 Proceedings of the 19th international conference on Computational linguistics - Volume 1
Fine grained classification of named entities
COLING '02 Proceedings of the 19th international conference on Computational linguistics - Volume 1
Identifying anaphoric and non-anaphoric noun phrases to improve coreference resolution
COLING '02 Proceedings of the 19th international conference on Computational linguistics - Volume 1
Description of the UMass system as used for MUC-6
MUC6 '95 Proceedings of the 6th conference on Message understanding
Japanese named entity recognition based on a simple rule generator and decision tree learning
ACL '01 Proceedings of the 39th Annual Meeting on Association for Computational Linguistics
Using machine learning to maintain rule-based named-entity recognition and classification systems
ACL '01 Proceedings of the 39th Annual Meeting on Association for Computational Linguistics
Improving machine learning approaches to coreference resolution
ACL '02 Proceedings of the 40th Annual Meeting on Association for Computational Linguistics
A multilingual paradigm for automatic verb classification
ACL '02 Proceedings of the 40th Annual Meeting on Association for Computational Linguistics
Shallow parsing on the basis of words only: a case study
ACL '02 Proceedings of the 40th Annual Meeting on Association for Computational Linguistics
Supervised ranking in open-domain text summarization
ACL '02 Proceedings of the 40th Annual Meeting on Association for Computational Linguistics
ACM SIGGRAPH 2005 Papers
Re-engineering letter-to-sound rules
NAACL '01 Proceedings of the second meeting of the North American Chapter of the Association for Computational Linguistics on Language technologies
Effective utterance classification with unsupervised phonotactic models
NAACL '03 Proceedings of the 2003 Conference of the North American Chapter of the Association for Computational Linguistics on Human Language Technology - Volume 1
Learning semantic constraints for the automatic discovery of part-whole relations
NAACL '03 Proceedings of the 2003 Conference of the North American Chapter of the Association for Computational Linguistics on Human Language Technology - Volume 1
Automating XML markup of text documents
NAACL-Short '03 Proceedings of the 2003 Conference of the North American Chapter of the Association for Computational Linguistics on Human Language Technology: companion volume of the Proceedings of HLT-NAACL 2003--short papers - Volume 2
A hybrid approach to content analysis for automatic essay grading
NAACL-Short '03 Proceedings of the 2003 Conference of the North American Chapter of the Association for Computational Linguistics on Human Language Technology: companion volume of the Proceedings of HLT-NAACL 2003--short papers - Volume 2
Computers and Operations Research
Journal of Biomedical Informatics
Combining deep and shallow approaches in parsing German
ACL '03 Proceedings of the 41st Annual Meeting on Association for Computational Linguistics - Volume 1
Coreference resolution using competition learning approach
ACL '03 Proceedings of the 41st Annual Meeting on Association for Computational Linguistics - Volume 1
Closing the gap: learning-based information extraction rivaling knowledge-engineering methods
ACL '03 Proceedings of the 41st Annual Meeting on Association for Computational Linguistics - Volume 1
Flexible guidance generation using user model in spoken dialogue systems
ACL '03 Proceedings of the 41st Annual Meeting on Association for Computational Linguistics - Volume 1
Text chunking by combining hand-crafted rules and memory-based learning
ACL '03 Proceedings of the 41st Annual Meeting on Association for Computational Linguistics - Volume 1
Discourse segmentation of multi-party conversation
ACL '03 Proceedings of the 41st Annual Meeting on Association for Computational Linguistics - Volume 1
Finding non-local dependencies: beyond pattern matching
ACL '03 Proceedings of the 41st Annual Meeting on Association for Computational Linguistics - Volume 2
Word sense disambiguation by learning from unlabeled data
ACL '00 Proceedings of the 38th Annual Meeting on Association for Computational Linguistics
Boosted decision trees for word recognition in handwritten document retrieval
Proceedings of the 28th annual international ACM SIGIR conference on Research and development in information retrieval
Mining Customer Value: From Association Rules to Direct Marketing
Data Mining and Knowledge Discovery
A Discretization Algorithm Based on a Heterogeneity Criterion
IEEE Transactions on Knowledge and Data Engineering
Toward Unsupervised Correlation Preserving Discretization
IEEE Transactions on Knowledge and Data Engineering
A New Dependency and Correlation Analysis for Features
IEEE Transactions on Knowledge and Data Engineering
Evolving rule-based systems in two medical domains using genetic programming
Artificial Intelligence in Medicine
Combining proactive and reactive predictions for data streams
Proceedings of the eleventh ACM SIGKDD international conference on Knowledge discovery in data mining
Mining risk patterns in medical data
Proceedings of the eleventh ACM SIGKDD international conference on Knowledge discovery in data mining
Survey of sports video analysis: research issues and applications
VIP '05 Proceedings of the Pan-Sydney area workshop on Visual information processing
Using association rules to make rule-based classifiers robust
ADC '05 Proceedings of the 16th Australasian database conference - Volume 39
A feature selection technique for classificatory analysis
Pattern Recognition Letters
Nearest neighbor sampling for better defect prediction
PROMISE '05 Proceedings of the 2005 workshop on Predictor models in software engineering
VLDB '05 Proceedings of the 31st international conference on Very large data bases
Computerized Real-Time Analysis of Football Games
IEEE Pervasive Computing
Identifying Simple Discriminatory Gene Vectors with an Information Theory Approach
CSB '05 Proceedings of the 2005 IEEE Computational Systems Bioinformatics Conference
Adapting the CBA algorithm by means of intensity of implication
Information Sciences—Informatics and Computer Science: An International Journal - Special issue: Dealing with uncertainty in data mining and information extraction
Mining knowledge from text using information extraction
ACM SIGKDD Explorations Newsletter - Natural language processing and text mining
Economical active feature-value acquisition through Expected Utility estimation
UBDM '05 Proceedings of the 1st international workshop on Utility-based data mining
Wrapper-based computation and evaluation of sampling methods for imbalanced datasets
UBDM '05 Proceedings of the 1st international workshop on Utility-based data mining
Improving classifier utility by altering the misclassification cost ratio
UBDM '05 Proceedings of the 1st international workshop on Utility-based data mining
Does cost-sensitive learning beat sampling for classifying rare classes?
UBDM '05 Proceedings of the 1st international workshop on Utility-based data mining
Interruptible anytime algorithms for iterative improvement of decision trees
UBDM '05 Proceedings of the 1st international workshop on Utility-based data mining
Cost-sensitive classifier evaluation
UBDM '05 Proceedings of the 1st international workshop on Utility-based data mining
Mining relational databases with multi-view learning
MRDM '05 Proceedings of the 4th international workshop on Multi-relational mining
Evolutionary Constructive Induction
IEEE Transactions on Knowledge and Data Engineering
Cost-Constrained Data Acquisition for Intelligent Data Preparation
IEEE Transactions on Knowledge and Data Engineering
Efficient Genetic Algorithm Based Data Mining Using Feature Selection with Hausdorff Distance
Information Technology and Management
Discovering Dispatching Rules Using Data Mining
Journal of Scheduling
Entropy-based knowledge spreading and application to mobility prediction
CoNEXT '05 Proceedings of the 2005 ACM conference on Emerging network experiment and technology
An internet routing forensics framework for discovering rules of abnormal BGP events
ACM SIGCOMM Computer Communication Review
"Missing Is Useful': Missing Values in Cost-Sensitive Decision Trees
IEEE Transactions on Knowledge and Data Engineering
Localization Site Prediction for Membrane Proteins by Integrating Rule and SVM Classification
IEEE Transactions on Knowledge and Data Engineering
Opportunity map: a visualization framework for fast identification of actionable knowledge
Proceedings of the 14th ACM international conference on Information and knowledge management
Focused crawling for both topical relevance and quality of medical information
Proceedings of the 14th ACM international conference on Information and knowledge management
Empirical Validation of Object-Oriented Metrics on Open Source Software for Fault Prediction
IEEE Transactions on Software Engineering
Exploring relationships between genotype and oral cancer development through XCS
GECCO '05 Proceedings of the 7th annual workshop on Genetic and evolutionary computation
Error limiting reductions between classification tasks
ICML '05 Proceedings of the 22nd international conference on Machine learning
Reducing overfitting in process model induction
ICML '05 Proceedings of the 22nd international conference on Machine learning
Closed-form dual perturb and combine for tree-based models
ICML '05 Proceedings of the 22nd international conference on Machine learning
Interactive learning of mappings from visual percepts to actions
ICML '05 Proceedings of the 22nd international conference on Machine learning
Generalized skewing for functions with continuous and nominal attributes
ICML '05 Proceedings of the 22nd international conference on Machine learning
Why skewing works: learning difficult Boolean functions with greedy tree learners
ICML '05 Proceedings of the 22nd international conference on Machine learning
Unifying the error-correcting and output-code AdaBoost within the margin framework
ICML '05 Proceedings of the 22nd international conference on Machine learning
Augmenting naive Bayes for ranking
ICML '05 Proceedings of the 22nd international conference on Machine learning
Genetic Programming with a Genetic Algorithm for Feature Construction and Selection
Genetic Programming and Evolvable Machines
Learning basic block scheduling heuristics from optimal data
CASCON '05 Proceedings of the 2005 conference of the Centre for Advanced Studies on Collaborative research
Using Information-Theoretic Measures to Assess Association Rule Interestingness
ICDM '05 Proceedings of the Fifth IEEE International Conference on Data Mining
Alternate Representation of Distance Matrices for Characterization of Protein Structure
ICDM '05 Proceedings of the Fifth IEEE International Conference on Data Mining
Mining Patterns of Change in Remote Sensing Image Databases
ICDM '05 Proceedings of the Fifth IEEE International Conference on Data Mining
Template-Based Privacy Preservation in Classification Problems
ICDM '05 Proceedings of the Fifth IEEE International Conference on Data Mining
Sharing Classifiers among Ensembles from Related Problem Domains
ICDM '05 Proceedings of the Fifth IEEE International Conference on Data Mining
A Visual Data Mining Framework for Convenient Identification of Useful Knowledge
ICDM '05 Proceedings of the Fifth IEEE International Conference on Data Mining
A Rule Evaluation Support Method with Learning Models Based on Objective Rule Evaluation Indexes
ICDM '05 Proceedings of the Fifth IEEE International Conference on Data Mining
Mining Patterns That Respond to Actions
ICDM '05 Proceedings of the Fifth IEEE International Conference on Data Mining
Predicting Software Escalations with Maximum ROI
ICDM '05 Proceedings of the Fifth IEEE International Conference on Data Mining
Learning through Changes: An Empirical Study of Dynamic Behaviors of Probability Estimation Trees
ICDM '05 Proceedings of the Fifth IEEE International Conference on Data Mining
ICDM '05 Proceedings of the Fifth IEEE International Conference on Data Mining
ICDAR '05 Proceedings of the Eighth International Conference on Document Analysis and Recognition
An Integrated Framework for Visualized and Exploratory Pattern Discovery in Mixed Data
IEEE Transactions on Knowledge and Data Engineering
WebGuard: A Web Filtering Engine Combining Textual, Structural, and Visual Content-Based Analysis
IEEE Transactions on Knowledge and Data Engineering
An Assessment of Case-Based Reasoning for Spam Filtering
Artificial Intelligence Review
Incremental Learning of Linear Model Trees
Machine Learning
Learning to Solve Planning Problems Efficiently by Means of Genetic Programming
Evolutionary Computation
Ordering and Finding the Best of K2 Supervised Learning Algorithms
IEEE Transactions on Pattern Analysis and Machine Intelligence
Inducing shortcuts on a mobile phone interface
Proceedings of the 11th international conference on Intelligent user interfaces
Choosing words in computer-generated weather forecasts
Artificial Intelligence - Special volume on connecting language to the world
Propositionalization-based relational subgroup discovery with RSD
Machine Learning
Pitch-dependent musical instrument identification and its application to musical sound ontology
IEA/AIE'2003 Proceedings of the 16th international conference on Developments in applied artificial intelligence
Fast feature selection by means of projections
IEA/AIE'2003 Proceedings of the 16th international conference on Developments in applied artificial intelligence
A characterization of data mining algorithms on a modern processor
DaMoN '05 Proceedings of the 1st international workshop on Data management on new hardware
What affect student cognitive style in the development of hypermedia learning system?
Computers & Education
Software Defect Association Mining and Defect Correction Effort Prediction
IEEE Transactions on Software Engineering
Automatic word spacing in Korean for small memory devices
IEA/AIE'2005 Proceedings of the 18th international conference on Innovations in Applied Artificial Intelligence
Classification of ophthalmologic images using an ensemble of classifiers
IEA/AIE'2005 Proceedings of the 18th international conference on Innovations in Applied Artificial Intelligence
Improving the readability of decision trees using reduced complexity feature extraction
IEA/AIE'2005 Proceedings of the 18th international conference on Innovations in Applied Artificial Intelligence
A meteorological conceptual modeling approach based on spatial data mining and knowledge discovery
IEA/AIE'2005 Proceedings of the 18th international conference on Innovations in Applied Artificial Intelligence
Mining discourse markers for Chinese textual summarization
NAACL-ANLP-AutoSum '00 Proceedings of the 2000 NAACL-ANLPWorkshop on Automatic summarization - Volume 4
Learning distributed linguistic classes
ConLL '00 Proceedings of the 2nd workshop on Learning language in logic and the 4th conference on Computational natural language learning - Volume 7
Using induced rules as complex features in memory-based language learning
ConLL '00 Proceedings of the 2nd workshop on Learning language in logic and the 4th conference on Computational natural language learning - Volume 7
Genetic algorithms for feature relevance assignment in memory-based language processing
ConLL '00 Proceedings of the 2nd workshop on Learning language in logic and the 4th conference on Computational natural language learning - Volume 7
Single-classifier memory-based phrase chunking
ConLL '00 Proceedings of the 2nd workshop on Learning language in logic and the 4th conference on Computational natural language learning - Volume 7
Facial Attractiveness: Beauty and the Machine
Neural Computation
Comparison between tagged corpora for the named entity task
WCC '00 Proceedings of the workshop on Comparing corpora - Volume 9
Enhancement of a Chinese discourse marker tagger with C4.5
CLPW '00 Proceedings of the second workshop on Chinese language processing: held in conjunction with the 38th Annual Meeting of the Association for Computational Linguistics - Volume 12
Coaxing confidences from an old friend: probabilistic classifications from transformation rule lists
EMNLP '00 Proceedings of the 2000 Joint SIGDAT conference on Empirical methods in natural language processing and very large corpora: held in conjunction with the 38th Annual Meeting of the Association for Computational Linguistics - Volume 13
Detection of language (model) errors
EMNLP '00 Proceedings of the 2000 Joint SIGDAT conference on Empirical methods in natural language processing and very large corpora: held in conjunction with the 38th Annual Meeting of the Association for Computational Linguistics - Volume 13
A machine learning approach to answering questions for reading comprehension tests
EMNLP '00 Proceedings of the 2000 Joint SIGDAT conference on Empirical methods in natural language processing and very large corpora: held in conjunction with the 38th Annual Meeting of the Association for Computational Linguistics - Volume 13
Automatic WordNet mapping using word sense disambiguation
EMNLP '00 Proceedings of the 2000 Joint SIGDAT conference on Empirical methods in natural language processing and very large corpora: held in conjunction with the 38th Annual Meeting of the Association for Computational Linguistics - Volume 13
Learning computational grammars
ConLL '01 Proceedings of the 2001 workshop on Computational Natural Language Learning - Volume 7
Automatic distinction of arguments and modifiers: the case of prepositional phrases
ConLL '01 Proceedings of the 2001 workshop on Computational Natural Language Learning - Volume 7
Learning to identify animate references
ConLL '01 Proceedings of the 2001 workshop on Computational Natural Language Learning - Volume 7
Combining linguistic and machine learning techniques for email summarization
ConLL '01 Proceedings of the 2001 workshop on Computational Natural Language Learning - Volume 7
Variant transduction: a method for rapid development of interactive spoken interfaces
SIGDIAL '01 Proceedings of the Second SIGdial Workshop on Discourse and Dialogue - Volume 16
Development of a machine learnable discourse tagging tool
SIGDIAL '01 Proceedings of the Second SIGdial Workshop on Discourse and Dialogue - Volume 16
Integration of referential scope limitations into Japanese pronoun resolution
SIGDIAL '01 Proceedings of the Second SIGdial Workshop on Discourse and Dialogue - Volume 16
The form is the substance: classification of genres in text
HLTKM '01 Proceedings of the workshop on Human Language Technology and Knowledge Management - Volume 2001
GIST-IT: summarizing email using linguistic knowledge and machine learning
HLTKM '01 Proceedings of the workshop on Human Language Technology and Knowledge Management - Volume 2001
An empirical evaluation of knowledge sources and learning algorithms for word sense disambiguation
EMNLP '02 Proceedings of the ACL-02 conference on Empirical methods in natural language processing - Volume 10
Question terminology and representation for question type classification
COMPUTERM '02 COLING-02 on COMPUTERM 2002: second international workshop on computational terminology - Volume 14
Improving translation quality of rule-based machine translation
COLING-MTIA '02 Proceedings of the 2002 COLING workshop on Machine translation in Asia - Volume 16
XML-based NLP tools for analysing and annotating medical language
NLPXML '02 Proceedings of the 2nd workshop on NLP and XML - Volume 17
Letter level learning for language independent diacritics restoration
COLING-02 proceedings of the 6th conference on Natural language learning - Volume 20
Feature selection for a rich HPSG grammar using decision trees
COLING-02 proceedings of the 6th conference on Natural language learning - Volume 20
A hybrid text classification approach for analysis of student essays
HLT-NAACL-EDUC '03 Proceedings of the HLT-NAACL 03 workshop on Building educational applications using natural language processing - Volume 2
Preposition semantic classification via Penn Treebank and FrameNet
CONLL '03 Proceedings of the seventh conference on Natural language learning at HLT-NAACL 2003 - Volume 4
Automatic detection of causal relations for Question Answering
MultiSumQA '03 Proceedings of the ACL 2003 workshop on Multilingual summarization and question answering - Volume 12
Practical Word-Sense Disambiguation Using Co-occurring Concept Codes
Machine Translation
Class noise vs. attribute noise: a quantitative study of their impacts
Artificial Intelligence Review
Feedforward Neural Network Construction Using Cross Validation
Neural Computation
Teaching robots by moulding behavior and scaffolding the environment
Proceedings of the 1st ACM SIGCHI/SIGART conference on Human-robot interaction
Generating original structure in regulatory documents
dg.o '03 Proceedings of the 2003 annual national conference on Digital government research
Applying incremental tree induction to retrieval from manuals and medical texts
Journal of the American Society for Information Science and Technology
A scalable decision tree system and its application in pattern recognition and intrusion detection
Decision Support Systems
Hybrid approaches for classification under information acquisition cost constraint
Decision Support Systems
Metric for web accessibility evaluation
Journal of the American Society for Information Science and Technology
IEEE Transactions on Knowledge and Data Engineering
Test-Cost Sensitive Classification on Data with Missing Values
IEEE Transactions on Knowledge and Data Engineering
A Fuzzy Approach to Partitioning Continuous Attributes for Classification
IEEE Transactions on Knowledge and Data Engineering
IEEE Transactions on Knowledge and Data Engineering
Efficient Classification across Multiple Database Relations: A CrossMine Approach
IEEE Transactions on Knowledge and Data Engineering
Machine Learning
Data Mining and Knowledge Discovery
Discovering Classification from Data of Multiple Sources
Data Mining and Knowledge Discovery
A supervised learning approach for routing optimizations in wireless sensor networks
REALMAN '06 Proceedings of the 2nd international workshop on Multi-hop ad hoc networks: from theory to reality
Artificial Intelligence for Engineering Design, Analysis and Manufacturing
Rapid development of knowledge-based systems via integrated knowledge acquisition
Artificial Intelligence for Engineering Design, Analysis and Manufacturing
Dialog generation for voice browsing
W4A '06 Proceedings of the 2006 international cross-disciplinary workshop on Web accessibility (W4A): Building the mobile web: rediscovering accessibility?
Classify By Representative Or Associations (CBROA): a hybrid approach for image classification
MDM '05 Proceedings of the 6th international workshop on Multimedia data mining: mining integrated media and complex data
Proceedings of the 28th international conference on Software engineering
Ensemble of missing data techniques to improve software prediction accuracy
Proceedings of the 28th international conference on Software engineering
Detecting spam web pages through content analysis
Proceedings of the 15th international conference on World Wide Web
Finding advertising keywords on web pages
Proceedings of the 15th international conference on World Wide Web
POLYPHONET: an advanced social network extraction system from the web
Proceedings of the 15th international conference on World Wide Web
Detecting semantic cloaking on the web
Proceedings of the 15th international conference on World Wide Web
Adherence clustering: an efficient method for mining market-basket clusters
Information Systems
Dilated chi-square: a novel interestingness measure to build accurate and compact decision list
Intelligent information processing II
Intelligent technology for well logging analysis
Intelligent information processing II
A Dual-Objective Evolutionary Algorithm for Rules Extraction in Data Mining
Computational Optimization and Applications
A Rule-Based Approach for Process Discovery: Dealing with Noise and Imbalance in Process Logs
Data Mining and Knowledge Discovery
Using secure coprocessors for privacy preserving collaborative data mining and analysis
DaMoN '06 Proceedings of the 2nd international workshop on Data management on new hardware
KDDML: a middleware language and system for knowledge discovery in databases
Data & Knowledge Engineering
A novel data mining algorithm for reconstructing gene regulatory networks from microarray data
Proceedings of the 2006 ACM symposium on Applied computing
Proceedings of the 2006 ACM symposium on Applied computing
Induction of compact decision trees for personalized recommendation
Proceedings of the 2006 ACM symposium on Applied computing
Content-based music filtering system with editable user profile
Proceedings of the 2006 ACM symposium on Applied computing
Exploiting partial decision trees for feature subset selection in e-mail categorization
Proceedings of the 2006 ACM symposium on Applied computing
Keyphrase extraction-based query expansion in digital libraries
Proceedings of the 6th ACM/IEEE-CS joint conference on Digital libraries
An ensemble of transliteration models for information retrieval
Information Processing and Management: an International Journal
Optimization-based feature selection with adaptive instance sampling
Computers and Operations Research
Computers and Operations Research
Diversification for better classification trees
Computers and Operations Research
Feature value acquisition in testing: a sequential batch test algorithm
ICML '06 Proceedings of the 23rd international conference on Machine learning
Full Bayesian network classifiers
ICML '06 Proceedings of the 23rd international conference on Machine learning
A new ant colony algorithm for multi-label classification with applications in bioinfomatics
Proceedings of the 8th annual conference on Genetic and evolutionary computation
A new version of the ant-miner algorithm discovering unordered rule sets
Proceedings of the 8th annual conference on Genetic and evolutionary computation
Coordination number prediction using learning classifier systems: performance and interpretability
Proceedings of the 8th annual conference on Genetic and evolutionary computation
Multiobjective genetic rule selection as a data mining postprocessing procedure
Proceedings of the 8th annual conference on Genetic and evolutionary computation
Predicting risky modules in open-source software for high-performance computing
Proceedings of the second international workshop on Software engineering for high performance computing system applications
Catching web crawlers in the act
ICWE '06 Proceedings of the 6th international conference on Web engineering
Learning accurate and concise naïve Bayes classifiers from attribute value taxonomies and data
Knowledge and Information Systems
The design and evaluation of a hybrid sensor network for Cane-Toad monitoring
IPSN '05 Proceedings of the 4th international symposium on Information processing in sensor networks
ACM Transactions on Information Systems (TOIS)
Performance prediction of paging workloads using lightweight tracing
Future Generation Computer Systems - Systems performance analysis and evaluation
Rule interestingness analysis using OLAP operations
Proceedings of the 12th ACM SIGKDD international conference on Knowledge discovery and data mining
Anonymizing sequential releases
Proceedings of the 12th ACM SIGKDD international conference on Knowledge discovery and data mining
Mining relational data through correlation-based multiple view validation
Proceedings of the 12th ACM SIGKDD international conference on Knowledge discovery and data mining
Onboard classifiers for science event detection on a remote sensing spacecraft
Proceedings of the 12th ACM SIGKDD international conference on Knowledge discovery and data mining
Proceedings of the 12th ACM SIGKDD international conference on Knowledge discovery and data mining
Opportunity map: identifying causes of failure - a deployed data mining system
Proceedings of the 12th ACM SIGKDD international conference on Knowledge discovery and data mining
Maximum profit mining and its application in software development
Proceedings of the 12th ACM SIGKDD international conference on Knowledge discovery and data mining
A reconstruction-based algorithm for classification rules hiding
ADC '06 Proceedings of the 17th Australasian Database Conference - Volume 49
Mathematical applications of inductive logic programming
Machine Learning
Multilabel Neural Networks with Applications to Functional Genomics and Text Categorization
IEEE Transactions on Knowledge and Data Engineering
Segmenting Customers from Population to Individuals: Does 1-to-1 Keep Your Customers Forever?
IEEE Transactions on Knowledge and Data Engineering
Rotation Forest: A New Classifier Ensemble Method
IEEE Transactions on Pattern Analysis and Machine Intelligence
Higher order feature selection for text classification
Knowledge and Information Systems
Effective classification of noisy data streams with attribute-oriented dynamic classifier selection
Knowledge and Information Systems
AAMAS '06 Proceedings of the fifth international joint conference on Autonomous agents and multiagent systems
Learning the required number of agents for complex tasks
AAMAS '06 Proceedings of the fifth international joint conference on Autonomous agents and multiagent systems
Learning from positive and unlabeled examples
Theoretical Computer Science - Algorithmic learning theory (ALT 2000)
An empirical study of using rule induction and rough sets to software cost estimation
Fundamenta Informaticae - Special issue on theory and applications of soft computing (TASC04)
WSC '05 Proceedings of the 37th conference on Winter simulation
Bellwether analysis: predicting global aggregates from local regions
VLDB '06 Proceedings of the 32nd international conference on Very large data bases
Sequential patterns for text categorization
Intelligent Data Analysis
A simple regression based heuristic for learning model trees
Intelligent Data Analysis
Determining noisy instances relative to attributes of interest
Intelligent Data Analysis
International Journal of Computers and Applications
Generating legal arguments and predictions from case texts
ICAIL '05 Proceedings of the 10th international conference on Artificial intelligence and law
Content based SMS spam filtering
Proceedings of the 2006 ACM symposium on Document engineering
Application of syntactic properties to three-level recognition of polish hand-written medical texts
Proceedings of the 2006 ACM symposium on Document engineering
Application of machine learning methods to route planning and navigation for disabled people
MIC'06 Proceedings of the 25th IASTED international conference on Modeling, indentification, and control
A static images based-system for traffic signs detection
AIA'06 Proceedings of the 24th IASTED international conference on Artificial intelligence and applications
Decision tree classifier for network intrusion detection with GA-based feature selection
Proceedings of the 43rd annual Southeast regional conference - Volume 2
Automatic Discovery of Part-Whole Relations
Computational Linguistics
Intelligent storage: Cross-layer optimization for soft real-time workload
ACM Transactions on Storage (TOS)
Detecting cartoons: a case study in automatic video-genre classification
ICME '03 Proceedings of the 2003 International Conference on Multimedia and Expo - Volume 2
The Notion of Argument in Prepositional Phrase Attachment
Computational Linguistics
On Mining Instance-Centric Classification Rules
IEEE Transactions on Knowledge and Data Engineering
Very low complexity MPEG-2 to H.264 transcoding using machine learning
MULTIMEDIA '06 Proceedings of the 14th annual ACM international conference on Multimedia
Detection and application of influence rankings in small group meetings
Proceedings of the 8th international conference on Multimodal interfaces
Natural Language Engineering
Spatial associative classification: propositional vs structural approach
Journal of Intelligent Information Systems
Mining changing regions from access-constrained snapshots: a cluster-embedded decision tree approach
Journal of Intelligent Information Systems
Effective and efficient classification on a search-engine model
CIKM '06 Proceedings of the 15th ACM international conference on Information and knowledge management
Multi-evidence, multi-criteria, lazy associative document classification
CIKM '06 Proceedings of the 15th ACM international conference on Information and knowledge management
Intelligent tutoring system for CS-I and II laboratory
Proceedings of the 44th annual Southeast regional conference
Modeling student online learning using clustering
Proceedings of the 44th annual Southeast regional conference
Estimating query result sizes for proxy caching in scientific database federations
Proceedings of the 2006 ACM/IEEE conference on Supercomputing
Journal of Management Information Systems - Special section: Data mining
Dynamics of modeling in data mining: interpretive approach to bankruptcy prediction
Journal of Management Information Systems - Special section: Data mining
Internet content filtering using isotonic separation on content category ratings
ACM Transactions on Internet Technology (TOIT)
Extracting Actionable Knowledge from Decision Trees
IEEE Transactions on Knowledge and Data Engineering
A Comparison of Decision Tree Ensemble Creation Techniques
IEEE Transactions on Pattern Analysis and Machine Intelligence
IEEE Transactions on Pattern Analysis and Machine Intelligence
The Role of Problem Classification in Online Meta-cognition
IAT '06 Proceedings of the IEEE/WIC/ACM international conference on Intelligent Agent Technology
Behavior-Based Web Page Evaluation
WI-IATW '06 Proceedings of the 2006 IEEE/WIC/ACM international conference on Web Intelligence and Intelligent Agent Technology
Combining Information Extraction Systems Using Voting and Stacked Generalization
The Journal of Machine Learning Research
Efficient Margin Maximizing with Boosting
The Journal of Machine Learning Research
A machine transliteration model based on correspondence between graphemes and phonemes
ACM Transactions on Asian Language Information Processing (TALIP)
Data Preparation for Data Mining Using SAS
Data Preparation for Data Mining Using SAS
Detecting social interactions of the elderly in a nursing home environment
ACM Transactions on Multimedia Computing, Communications, and Applications (TOMCCAP)
User-context for adaptive user interfaces
Proceedings of the 12th international conference on Intelligent user interfaces
Combining inductive and deductive tools for data analysis
AI Communications
Computers and Industrial Engineering - Special issue: Computational intelligence and information technology applications to industrial engineering selected papers from the 33 rd ICC&IE
A hybrid sales forecasting system based on clustering and decision trees
Decision Support Systems
Extracting symbolic rules from trained neural network ensembles
AI Communications - Artificial Intelligence Advances in China
AI Communications - Binding Environmental Sciences and Artificial Intelligence
AI in support of Plant Disease Management
AI Communications - Binding Environmental Sciences and AI
Improving pronoun resolution by incorporating coreferential information of candidates
ACL '04 Proceedings of the 42nd Annual Meeting on Association for Computational Linguistics
ACL '04 Proceedings of the 42nd Annual Meeting on Association for Computational Linguistics
A joint source-channel model for machine transliteration
ACL '04 Proceedings of the 42nd Annual Meeting on Association for Computational Linguistics
Applying machine learning to Chinese temporal relation resolution
ACL '04 Proceedings of the 42nd Annual Meeting on Association for Computational Linguistics
FLSA: extending latent semantic analysis with features for dialogue act classification
ACL '04 Proceedings of the 42nd Annual Meeting on Association for Computational Linguistics
Robust VPE detection using automatically parsed text
ACLstudent '04 Proceedings of the ACL 2004 workshop on Student research
A machine learning approach to German pronoun resolution
ACLstudent '04 Proceedings of the ACL 2004 workshop on Student research
A data mining approach for heavy rainfall forecasting based on satellite image sequence analysis
Computers & Geosciences
Machine learning for coreference resolution: from local classification to global ranking
ACL '05 Proceedings of the 43rd Annual Meeting on Association for Computational Linguistics
Improving pronoun resolution using statistics-based semantic compatibility information
ACL '05 Proceedings of the 43rd Annual Meeting on Association for Computational Linguistics
Sensitivity Analysis for Selective Learning by Feedforward Neural Networks
Fundamenta Informaticae
Sensitivity Analysis for Selective Learning by Feedforward Neural Networks
Fundamenta Informaticae
Prediction of Ordinal Classes Using Regression Trees
Fundamenta Informaticae - Intelligent Systems
On the Computational Complexity of Optimal Multisplitting
Fundamenta Informaticae - Intelligent Systems
Local Feature Selection with Dynamic Integration of Classifiers
Fundamenta Informaticae - Intelligent Systems
Musical Sound Classification based on Wavelet Analysis
Fundamenta Informaticae - Intelligent Systems
On Efficient Handling of Continuous Attributes in Large Data Bases
Fundamenta Informaticae
ACL-44 Proceedings of the 21st International Conference on Computational Linguistics and the 44th annual meeting of the Association for Computational Linguistics
Learning event durations from event descriptions
ACL-44 Proceedings of the 21st International Conference on Computational Linguistics and the 44th annual meeting of the Association for Computational Linguistics
Maximum entropy based phrase reordering model for statistical machine translation
ACL-44 Proceedings of the 21st International Conference on Computational Linguistics and the 44th annual meeting of the Association for Computational Linguistics
Self-organizing η-gram model for automatic word spacing
ACL-44 Proceedings of the 21st International Conference on Computational Linguistics and the 44th annual meeting of the Association for Computational Linguistics
An NP-cluster based approach to coreference resolution
COLING '04 Proceedings of the 20th international conference on Computational Linguistics
Optimizing algorithms for pronoun resolution
COLING '04 Proceedings of the 20th international conference on Computational Linguistics
Feature weighting for co-occurrence-based classification of words
COLING '04 Proceedings of the 20th international conference on Computational Linguistics
Verb phrase ellipsis detection using automatically parsed text
COLING '04 Proceedings of the 20th international conference on Computational Linguistics
Web-based list question answering
COLING '04 Proceedings of the 20th international conference on Computational Linguistics
Inferring parts of speech for lexical mappings via the Cyc KB
COLING '04 Proceedings of the 20th international conference on Computational Linguistics
Bayesian learning in text summarization
HLT '05 Proceedings of the conference on Human Language Technology and Empirical Methods in Natural Language Processing
Handling biographical questions with implicature
HLT '05 Proceedings of the conference on Human Language Technology and Empirical Methods in Natural Language Processing
RIONA: A New Classification System Combining Rule Induction and Instance-Based Learning
Fundamenta Informaticae
Using natural class hierarchies in multi-class visual classification
Pattern Recognition
A simple and fast multi-class piecewise linear pattern classifier
Pattern Recognition
A fuzzy logic approach for detection of video shot boundaries
Pattern Recognition
Non-parametric classifier-independent feature selection
Pattern Recognition
Selecting features in microarray classification using ROC curves
Pattern Recognition
The development of fuzzy decision trees in the framework of Axiomatic Fuzzy Set logic
Applied Soft Computing
Expert Systems with Applications: An International Journal
A new imputation method for small software project data sets
Journal of Systems and Software
Proposition of common classifier construction for pattern recognition with context task
Knowledge-Based Systems
Intelligent index selection for case-based reasoning
Knowledge-Based Systems
Combining decision tree and Naive Bayes for classification
Knowledge-Based Systems
International Journal of Approximate Reasoning
Knowledge acquisition and development of accurate rules for predicting protein stability changes
Computational Biology and Chemistry
Design and evaluation of visualization support to facilitate decision trees classification
International Journal of Human-Computer Studies
Information Sciences: an International Journal
Dynamic knowledge validation and verification for CBR teledermatology system
Artificial Intelligence in Medicine
Protein cellular localization prediction with Support Vector Machines and Decision Trees
Computers in Biology and Medicine
Data mining for yield enhancement in semiconductor manufacturing and an empirical study
Expert Systems with Applications: An International Journal
Fuzzy integral-based perceptron for two-class pattern classification problems
Information Sciences: an International Journal
Computers in Biology and Medicine
K-QARD: a practical Korean question answering framework for restricted domain
COLING-ACL '06 Proceedings of the COLING/ACL on Interactive presentation sessions
A new approach to classification based on association rule mining
Decision Support Systems
Scanning world wide web documents with the vector space model
Decision Support Systems
Hyperplane Aggregation of Dominance Decision Rules
Fundamenta Informaticae - International Conference on Soft Computing and Distributed Processing (SCDP'2002)
Reducts and Constructs in Attribute Reduction
Fundamenta Informaticae - International Conference on Soft Computing and Distributed Processing (SCDP'2002)
Advances in Mining Graphs, Trees and Sequences: Preface
Fundamenta Informaticae - Advances in Mining Graphs, Trees and Sequences
A Dichotomic Search Algorithm for Mining and Learning in Domain-Specific Logics
Fundamenta Informaticae - Advances in Mining Graphs, Trees and Sequences
Constructing a Decision Tree for Graph-Structured Data and its Applications
Fundamenta Informaticae - Advances in Mining Graphs, Trees and Sequences
Knowledge discovery from spatial transactions
Journal of Intelligent Information Systems
A decision tree-based attribute weighting filter for naive Bayes
Knowledge-Based Systems
A composite approach to automating direct and indirect schema mappings
Information Systems
Classifier hierarchy learning by means of genetic algorithms
Pattern Recognition Letters
The pairwise attribute noise detection algorithm
Knowledge and Information Systems - Special Issue on Mining Low-Quality Data
Information Sciences: an International Journal
Stochastic and syntactic techniques for predicting phrase breaks
Computer Speech and Language
Process-Specific Information for Learning Electronic Negotiation Outcomes
Fundamenta Informaticae
Machine Learning
Evaluation of ordinal attributes at value level
Data Mining and Knowledge Discovery
World Wide Web
Combining schema and instance information for integrating heterogeneous data sources
Data & Knowledge Engineering
Refining decision tree classifiers using rough set tools
International Journal of Hybrid Intelligent Systems - Hybrid Intelligence using rough sets
Fast split selection method and its application in decision tree construction from large databases
International Journal of Hybrid Intelligent Systems - Hybrid Intelligence using rough sets
First-Order Logical Neural Networks
International Journal of Hybrid Intelligent Systems - Recent developments in Hybrid Intelligent Systems
Maximum-entropy estimated distribution model for classification problems
International Journal of Hybrid Intelligent Systems
Maximizing classifier utility when training data is costly
ACM SIGKDD Explorations Newsletter
Classifying imbalanced data using a bagging ensemble variation (BEV)
ACM-SE 45 Proceedings of the 45th annual southeast regional conference
Optimizing combustion efficiency of a circulating fluidized boiler: A data mining approach
International Journal of Knowledge-based and Intelligent Engineering Systems - Selected papers from the KES2004 conference
SpamHunting: An instance-based reasoning system for spam labelling and filtering
Decision Support Systems
Metadata and its impact on libraries: Book Reviews
Journal of the American Society for Information Science and Technology
Credit scoring with a data mining approach based on support vector machines
Expert Systems with Applications: An International Journal
ML-KNN: A lazy learning approach to multi-label learning
Pattern Recognition
Automated criminal link analysis based on domain knowledge: Research Articles
Journal of the American Society for Information Science and Technology
Post-pruning in decision tree induction using multiple performance measures
Computers and Operations Research
Handicapping attacker's confidence: an alternative to k-anonymization
Knowledge and Information Systems
A retraining methodology for enhancing agent intelligence
Knowledge-Based Systems
A Hellinger-based discretization method for numeric attributes in classification learning
Knowledge-Based Systems
A greedy classification algorithm based on association rule
Applied Soft Computing
Power and accuracy trade-offs in sound-based context recognition systems
Pervasive and Mobile Computing
Classification of transcranial Doppler signals using their chaotic invariant measures
Computer Methods and Programs in Biomedicine
Modeling intrusion detection system using hybrid intelligent systems
Journal of Network and Computer Applications - Special issue: Network and information security: A computational intelligence approach
Enhancing software quality estimation using ensemble-classifier based noise filtering
Intelligent Data Analysis
Feature set decomposition for decision trees
Intelligent Data Analysis
Optimal bin number for equal frequency discretizations in supervized learning
Intelligent Data Analysis
The discovery of association rules from tabular databases comprising nominal and ordinal attributes
Intelligent Data Analysis
Evaluating indirect and direct classification techniques for network intrusion detection
Intelligent Data Analysis
Feature salience definition and estimation and its use in feature subset selection
Intelligent Data Analysis
Decision trees for mining data streams
Intelligent Data Analysis
Selective fusion of heterogeneous classifiers
Intelligent Data Analysis
Structural geography of the space of emerging patterns
Intelligent Data Analysis
Evaluating noise elimination techniques for software quality estimation
Intelligent Data Analysis
A fast and effective method to find correlations among attributes in databases
Data Mining and Knowledge Discovery
Using metarules to organize and group discovered association rules
Data Mining and Knowledge Discovery
Toolkit support for developing and deploying sensor-based statistical models of human situations
Proceedings of the SIGCHI Conference on Human Factors in Computing Systems
Dynamic detection of novice vs. skilled use without a task model
Proceedings of the SIGCHI Conference on Human Factors in Computing Systems
Artificial Intelligence in Medicine
Fuzzy lattice reasoning (FLR) classifier and its application for ambient ozone estimation
International Journal of Approximate Reasoning
Behavior based web page evaluation
Proceedings of the 16th international conference on World Wide Web
A machine learning approach to semi-automating workflow staff assignment
Proceedings of the 2007 ACM symposium on Applied computing
Privacy preserving itemset mining through fake transactions
Proceedings of the 2007 ACM symposium on Applied computing
Automatic web pages categorization with ReliefF and Hidden Naive Bayes
Proceedings of the 2007 ACM symposium on Applied computing
Text classification based on partial least square analysis
Proceedings of the 2007 ACM symposium on Applied computing
Web image annotation by fusing visual features and textual information
Proceedings of the 2007 ACM symposium on Applied computing
A fuzzy system for helping medical diagnosis of malformations of cortical development
Journal of Biomedical Informatics
Oblique Multicategory Decision Trees Using Nonlinear Programming
INFORMS Journal on Computing
INFORMS Journal on Computing
Privacy Protection in Data Mining: A Perturbation Approach for Categorical Data
Information Systems Research
Adaptive Mixtures of Probabilistic Transducers
Neural Computation
ACM Transactions on Information Systems (TOIS)
Ensemble Pruning Via Semi-definite Programming
The Journal of Machine Learning Research
Learning to Detect and Classify Malicious Executables in the Wild
The Journal of Machine Learning Research
Nonlinear Boosting Projections for Ensemble Construction
The Journal of Machine Learning Research
Learning Horn Expressions with LOGAN-H
The Journal of Machine Learning Research
Margin Trees for High-dimensional Classification
The Journal of Machine Learning Research
Anytime Learning of Decision Trees
The Journal of Machine Learning Research
Data Mining Static Code Attributes to Learn Defect Predictors
IEEE Transactions on Software Engineering
Multiple Graph Alignment for the Structural Analysis of Protein Active Sites
IEEE/ACM Transactions on Computational Biology and Bioinformatics (TCBB)
Document Classification Based on Support Vector Machine Using a Concept Vector Model
WI '06 Proceedings of the 2006 IEEE/WIC/ACM International Conference on Web Intelligence
Improved error reporting for software that uses black-box components
Proceedings of the 2007 ACM SIGPLAN conference on Programming language design and implementation
MeteoBayes: Effective Plan Recognition in a Weather Dialogue System
IEEE Intelligent Systems
A Heuristic Approach to Learning Rules from Fuzzy Databases
IEEE Intelligent Systems
Delineating the citation impact of scientific discoveries
Proceedings of the 7th ACM/IEEE-CS joint conference on Digital libraries
Measuring conference quality by mining program committee characteristics
Proceedings of the 7th ACM/IEEE-CS joint conference on Digital libraries
A new generation of textual corpora: mining corpora from very large collections
Proceedings of the 7th ACM/IEEE-CS joint conference on Digital libraries
Anonymizing Classification Data for Privacy Preservation
IEEE Transactions on Knowledge and Data Engineering
Discovering Significant Patterns
Machine Learning
Local strategy learning in networked multi-agent team formation
Autonomous Agents and Multi-Agent Systems
Knowledge discovery-based identification of musical pitches and instruments in polyphonic sounds
Engineering Applications of Artificial Intelligence
Comparing probability measures using possibility theory: A notion of relative peakedness
International Journal of Approximate Reasoning
Buyer agent to enhance consumer awareness: SAATHI
Electronic Commerce Research and Applications
MSR '07 Proceedings of the Fourth International Workshop on Mining Software Repositories
Predicting Eclipse Bug Lifetimes
MSR '07 Proceedings of the Fourth International Workshop on Mining Software Repositories
Decision Support Analysis for Software Effort Estimation by Analogy
PROMISE '07 Proceedings of the Third International Workshop on Predictor Models in Software Engineering
Decision-tree instance-space decomposition with grouped gain-ratio
Information Sciences: an International Journal
A new approach for measuring rule set consistency
Data & Knowledge Engineering
An overview of anomaly detection techniques: Existing solutions and latest technological trends
Computer Networks: The International Journal of Computer and Telecommunications Networking
Toward Exploratory Test-Instance-Centered Diagnosis in High-Dimensional Classification
IEEE Transactions on Knowledge and Data Engineering
Semi-parametric optimization for missing data imputation
Applied Intelligence
Predicting Metastasis in Breast Cancer: Comparing a Decision Tree with Domain Experts
Journal of Medical Systems
Whose thumb is it anyway?: classifying author personality from weblog text
COLING-ACL '06 Proceedings of the COLING/ACL on Main conference poster sessions
Using machine learning to explore human multimodal clarification strategies
COLING-ACL '06 Proceedings of the COLING/ACL on Main conference poster sessions
Experimental perspectives on learning from imbalanced data
Proceedings of the 24th international conference on Machine learning
Searching with style: authorship attribution in classic literature
ACSC '07 Proceedings of the thirtieth Australasian conference on Computer science - Volume 62
Accuracy estimation with clustered dataset
AusDM '06 Proceedings of the fifth Australasian conference on Data mining and analystics - Volume 61
A comparative study of classification methods for microarray data analysis
AusDM '06 Proceedings of the fifth Australasian conference on Data mining and analystics - Volume 61
Analysis of breast feeding data using data mining methods
AusDM '06 Proceedings of the fifth Australasian conference on Data mining and analystics - Volume 61
Markov blanket-embedded genetic algorithm for gene selection
Pattern Recognition
High-utility pattern mining: A method for discovery of high-utility item sets
Pattern Recognition
Improving process models by discovering decision points
Information Systems
Mining data from intensive care patients
Advanced Engineering Informatics
Inference of power plant quake-proof information based on interactive data mining approach
Advanced Engineering Informatics
Machine learning based feature extraction for quality control in a production line
Integrated Computer-Aided Engineering
Promoting performance and separation of concerns for data mining applications on the grid
Future Generation Computer Systems - Special section: Data mining in grid computing environments
A catallactic market for data mining services
Future Generation Computer Systems - Special section: Data mining in grid computing environments
ACM SIGGRAPH 2007 papers
A two-stage method for MUAP classification based on EMG decomposition
Computers in Biology and Medicine
Automated alphabet reduction method with evolutionary algorithms for protein structure prediction
Proceedings of the 9th annual conference on Genetic and evolutionary computation
Generating classification trees for small disjuncts using incremental gas
Proceedings of the 9th annual conference on Genetic and evolutionary computation
Improving the human readability of features constructed by genetic programming
Proceedings of the 9th annual conference on Genetic and evolutionary computation
MDL-based fitness for feature construction
Proceedings of the 9th annual conference on Genetic and evolutionary computation
Mining breast cancer data with XCS
Proceedings of the 9th annual conference on Genetic and evolutionary computation
Proceedings of the 9th annual conference on Genetic and evolutionary computation
A Comparison of Classification Methods for Predicting Deception in Computer-Mediated Communication
Journal of Management Information Systems
Evaluating and Tuning Predictive Data Mining Models Using Receiver Operating Characteristic Curves
Journal of Management Information Systems
Multiple-signal duplicate detection for search evaluation
SIGIR '07 Proceedings of the 30th annual international ACM SIGIR conference on Research and development in information retrieval
Network intrusion detection through Adaptive Sub-Eigenspace Modeling in multiagent systems
ACM Transactions on Autonomous and Adaptive Systems (TAAS)
Development of NeuroElectroMagnetic ontologies(NEMO): a framework for mining brainwave ontologies
Proceedings of the 13th ACM SIGKDD international conference on Knowledge discovery and data mining
The minimum consistent subset cover problem and its applications in data mining
Proceedings of the 13th ACM SIGKDD international conference on Knowledge discovery and data mining
Mining optimal decision trees from itemset lattices
Proceedings of the 13th ACM SIGKDD international conference on Knowledge discovery and data mining
Partial example acquisition in cost-sensitive learning
Proceedings of the 13th ACM SIGKDD international conference on Knowledge discovery and data mining
Movie forecast Guru: A Web-based DSS for Hollywood managers
Decision Support Systems
Intelligent broadcasting inmobile ad hoc networks: three classes of adaptive protocols
EURASIP Journal on Wireless Communications and Networking
A system for understanding imaged infographics and its applications
Proceedings of the 2007 ACM symposium on Document engineering
Filtering product reviews from web search results
Proceedings of the 2007 ACM symposium on Document engineering
Combined association rules for dealing with missing values
Journal of Information Science
Increasing the Robustness of Boosting Algorithms within the Linear-programming Framework
Journal of VLSI Signal Processing Systems
Local Experts Organization Model for Natural Scene Images Classification
Neural Processing Letters
Prediction of MHC II-binding peptides using rough set-based rule sets ensemble
Applied Intelligence
Extractive summarisation of legal texts
Artificial Intelligence and Law - AI & law in eGovernment and eDemocracy part I
Adaptable similarity search using non-relevant information
VLDB '02 Proceedings of the 28th international conference on Very Large Data Bases
Distributed search over the hidden web: hierarchical database sampling and selection
VLDB '02 Proceedings of the 28th international conference on Very Large Data Bases
Authentic facial expression analysis
Image and Vision Computing
Learning and modeling biosignatures from tissue images
Computers in Biology and Medicine
Predictive modeling for collections of accounts receivable
Proceedings of the 2007 international workshop on Domain driven data mining
A Query-Driven Approach to the Design and Management of Flexible Database Systems
Journal of Management Information Systems
A lot of randomness is hiding in accuracy
Engineering Applications of Artificial Intelligence
Is this brand ephemeral? A multivariate tree-based decision analysis of new product sustainability
Decision Support Systems
Multimedia Tools and Applications
Artificial Intelligence for Engineering Design, Analysis and Manufacturing
Why machine learning algorithms fail in misuse detection on KDD intrusion detection data set
Intelligent Data Analysis
Adaptive Ripple Down Rules method based on minimum description length principle
Intelligent Data Analysis
A global optimal algorithm for class-dependent discretization of continuous data
Intelligent Data Analysis
Using multiple windows to track concept drift
Intelligent Data Analysis
Intelligent Data Analysis
Indirect sensing through abstractive learning
Intelligent Data Analysis
Rule quality for multiple-rule classifier: Empirical expertise and theoretical methodology
Intelligent Data Analysis
Decision trees for web log mining
Intelligent Data Analysis
Missing values prediction with K2
Intelligent Data Analysis
Instance-based data reduction for improved identification of difficult small classes
Intelligent Data Analysis
Online classification of nonstationary data streams
Intelligent Data Analysis
An algorithm for correcting mislabeled data
Intelligent Data Analysis
Data set Editing by Ordered Projection
Intelligent Data Analysis
Hybrid systems of local basis functions
Intelligent Data Analysis
An application of machine learning and statistics to defect detection
Intelligent Data Analysis
An event set approach to sequence discovery in medical data
Intelligent Data Analysis
Tree structured classifiers, interconnected data, and predictive accuracy
Intelligent Data Analysis
Reducing decision tree fragmentation through attribute value grouping: A comparative study
Intelligent Data Analysis
Intelligent Data Analysis
Induction of decision trees in numeric domains using set-valued attributes
Intelligent Data Analysis
From machine learning to knowledge discovery: Survey of preprocessing and postprocessing
Intelligent Data Analysis
Decision trees for ordinal classification
Intelligent Data Analysis
Determining appropriate membership functions to simplify fuzzy induction
Intelligent Data Analysis
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Proceedings of twenty-first ACM SIGOPS symposium on Operating systems principles
A review of associative classification mining
The Knowledge Engineering Review
Improving defect prediction using temporal features and non linear models
Ninth international workshop on Principles of software evolution: in conjunction with the 6th ESEC/FSE joint meeting
Learning from bug-introducing changes to prevent fault prone code
Ninth international workshop on Principles of software evolution: in conjunction with the 6th ESEC/FSE joint meeting
Experiments with an innovative tree pruning algorithm
AIAP'07 Proceedings of the 25th conference on Proceedings of the 25th IASTED International Multi-Conference: artificial intelligence and applications
Improving railroad wheel inspection planning using classification methods
AIAP'07 Proceedings of the 25th conference on Proceedings of the 25th IASTED International Multi-Conference: artificial intelligence and applications
An ensemble method in hybrid real-coded genetic algorithm with pruning for data classification
AIAP'07 Proceedings of the 25th conference on Proceedings of the 25th IASTED International Multi-Conference: artificial intelligence and applications
Mining colonoscopy videos to measure quality of colonoscopic procedures
BIEN '07 Proceedings of the fifth IASTED International Conference: biomedical engineering
A multiview approach for intelligent data analysis based on data operators
Information Sciences: an International Journal
Improving new user recommendations with rule-based induction on cold user data
Proceedings of the 2007 ACM conference on Recommender systems
Interactive knowledge externalization and combination for SECI model
Proceedings of the 4th international conference on Knowledge capture
An Improved Particle Swarm Optimization for Evolving Feedforward Artificial Neural Networks
Neural Processing Letters
Domain-Driven, Actionable Knowledge Discovery
IEEE Intelligent Systems
Automatic Age Estimation Based on Facial Aging Patterns
IEEE Transactions on Pattern Analysis and Machine Intelligence
Systematic development of data mining-based data quality tools
VLDB '03 Proceedings of the 29th international conference on Very large data bases - Volume 29
Named entity recognition in Vietnamese using classifier voting
ACM Transactions on Asian Language Information Processing (TALIP)
Extracting the discussion structure in comments on news-articles
Proceedings of the 9th annual ACM international workshop on Web information and data management
Predicting link quality using supervised learning in wireless sensor networks
ACM SIGMOBILE Mobile Computing and Communications Review
CASCON '07 Proceedings of the 2007 conference of the center for advanced studies on Collaborative research
Pruning belief decision tree methods in averaging and conjunctive approaches
International Journal of Approximate Reasoning
IEEE/ACM Transactions on Computational Biology and Bioinformatics (TCBB)
Visibility: a new metric for protocol design
Proceedings of the 5th international conference on Embedded networked sensor systems
Optimizing weights in combining classifiers in natural language learning
ACST'07 Proceedings of the third conference on IASTED International Conference: Advances in Computer Science and Technology
Expert Systems with Applications: An International Journal
A weighted rough set based method developed for class imbalance learning
Information Sciences: an International Journal
POLYPHONET: An advanced social network extraction system from the Web
Web Semantics: Science, Services and Agents on the World Wide Web
Induction of multiple criteria optimal classification rules for biological and medical data
Computers in Biology and Medicine
Using learning to facilitate the evolution of features for recognizing visual concepts
Evolutionary Computation
Artificial Intelligence Review
Just enough learning (of association rules): the TAR2 "Treatment" learner
Artificial Intelligence Review
Information Sciences: an International Journal
LFOIL: Linguistic rule induction in the label semantics framework
Fuzzy Sets and Systems
Overnight features of transcutaneous carbon dioxide measurement as predictors of metabolic status
Artificial Intelligence in Medicine
Comparing Combination Rules of Pairwise Neural Networks Classifiers
Neural Processing Letters
Machine learning: a review of classification and combining techniques
Artificial Intelligence Review
Improving software quality prediction by noise filtering techniques
Journal of Computer Science and Technology
Improving inductive logic programming by using simulated annealing
Information Sciences: an International Journal
Cluster-based predictive modeling to improve pedagogic reasoning
Computers in Human Behavior
Training Intelligent Agents in the Semantic Web Era: The Golf Advisor Agent
WI-IATW '07 Proceedings of the 2007 IEEE/WIC/ACM International Conferences on Web Intelligence and Intelligent Agent Technology - Workshops
Data mining with a simulated annealing based fuzzy classification system
Pattern Recognition
Genetic algorithm-based feature set partitioning for classification problems
Pattern Recognition
Designing of classifiers based on immune principles and fuzzy rules
Information Sciences: an International Journal
Data mining with a simulated annealing based fuzzy classification system
Pattern Recognition
Genetic algorithm-based feature set partitioning for classification problems
Pattern Recognition
Classification-aware hidden-web text database selection
ACM Transactions on Information Systems (TOIS)
Supporting the dynamic evolution of Web service protocols in service-oriented architectures
ACM Transactions on the Web (TWEB)
Discrete Applied Mathematics
Cybernetics and Systems Analysis
Privacy-preserving imputation of missing data
Data & Knowledge Engineering
Fuzzy decision tree based approach to predict the type of pavement repair
AIC'07 Proceedings of the 7th Conference on 7th WSEAS International Conference on Applied Informatics and Communications - Volume 7
Adaptive building of decision trees by reinforcement learning
AIC'07 Proceedings of the 7th Conference on 7th WSEAS International Conference on Applied Informatics and Communications - Volume 7
End user friendly data mining with decision trees: a reality or a wish?
CEA'07 Proceedings of the 2007 annual Conference on International Conference on Computer Engineering and Applications
CEA'07 Proceedings of the 2007 annual Conference on International Conference on Computer Engineering and Applications
Predictive factors of glycemic control: a comparison of decision tree and neural networks
ACOS'07 Proceedings of the 6th Conference on WSEAS International Conference on Applied Computer Science - Volume 6
Learning verb complements for modern greek: Balancing the noisy dataset
Natural Language Engineering
Journal of Biomedical Informatics
Proceedings of the 39th SIGCSE technical symposium on Computer science education
ACM Transactions on Computer-Human Interaction (TOCHI)
Mining software repositories for comprehensible software fault prediction models
Journal of Systems and Software
Content free clustering for search engine query log
SMO'07 Proceedings of the 7th WSEAS International Conference on Simulation, Modelling and Optimization
An efficient weighted nearest neighbour classifier using vertical data representation
International Journal of Business Intelligence and Data Mining
Web process and workflow path mining using the Multimethod approach
International Journal of Business Intelligence and Data Mining
A data mining approach to assessing the extent of damage of missing values in survey
International Journal of Business Intelligence and Data Mining
Missing Data Imputation Techniques
International Journal of Business Intelligence and Data Mining
Efficient online mining of large databases
International Journal of Business Information Systems
On predicting secondary structure transition
International Journal of Bioinformatics Research and Applications
Noise elimination with partitioning filter for software quality estimation
International Journal of Computer Applications in Technology
Mining California vital statistical data
International Journal of Computer Applications in Technology
A multimodal data mining framework for soccer goal detection based on decision tree logic
International Journal of Computer Applications in Technology
International Journal of Computer Applications in Technology
Detection of e-mail concerning criminal activities using association rule-based decision tree
International Journal of Electronic Security and Digital Forensics
Real-time machine learning in embedded software and hardware platforms
International Journal of Intelligent Systems Technologies and Applications
Credit risk analysis using a hybrid data mining model
International Journal of Intelligent Systems Technologies and Applications
Decision trees for filtering large databases of graphs
International Journal of Intelligent Systems Technologies and Applications
Mining manufacturing data using genetic algorithm-based feature set decomposition
International Journal of Intelligent Systems Technologies and Applications
Detecting information technology impact on firm performance using DEA and decision tree
International Journal of Information Technology and Management
Snitch: interactive decision trees for troubleshooting misconfigurations
SYSML'07 Proceedings of the 2nd USENIX workshop on Tackling computer systems problems with machine learning techniques
A semi-automatic approach for workflow staff assignment
Computers in Industry
Grasp recognition for uncalibrated data gloves: A machine learning approach
Presence: Teleoperators and Virtual Environments
CBERS-02 remote sensing data mining using decision tree algorithm
Proceedings of the 1st international conference on Forensic applications and techniques in telecommunications, information, and multimedia and workshop
Feature selection algorithms in classification problems: an experimental evaluation
AIKED'05 Proceedings of the 4th WSEAS International Conference on Artificial Intelligence, Knowledge Engineering Data Bases
Flexible document categorisation
AIKED'05 Proceedings of the 4th WSEAS International Conference on Artificial Intelligence, Knowledge Engineering Data Bases
Agent-based simulation of electronic marketplaces with decision support
Proceedings of the 2008 ACM symposium on Applied computing
AIKED'06 Proceedings of the 5th WSEAS International Conference on Artificial Intelligence, Knowledge Engineering and Data Bases
Generating classification association rules with modified Apriori algorithm
AIKED'06 Proceedings of the 5th WSEAS International Conference on Artificial Intelligence, Knowledge Engineering and Data Bases
Fuzzy classifier identification using decision tree and multiobjective evolutionary algorithms
International Journal of Approximate Reasoning
On the evaluation of the decision performance of an incomplete decision table
Data & Knowledge Engineering
The hybrid genetic fuzzy C-means: a reasoned implementation
FS'06 Proceedings of the 7th WSEAS International Conference on Fuzzy Systems
Feature Extraction for Dynamic Integration of Classifiers
Fundamenta Informaticae
RBFFCA: A Hybrid Pattern Classifier Using Radial Basis Function and Fuzzy Cellular Automata
Fundamenta Informaticae - Special issue on DLT'04
Sound Isolation by Harmonic Peak Partition For Music Instrument Recognition
Fundamenta Informaticae - Special issue ISMIS'05
Text categorization: potential tool for managerial decision-making
AIC'05 Proceedings of the 5th WSEAS International Conference on Applied Informatics and Communications
Extremal search of decision policies for scalable distributed applications
Proceedings of the 2nd international conference on Scalable information systems
Evolutionary multiobjective optimization for the design of fuzzy rule-based ensemble classifiers
International Journal of Hybrid Intelligent Systems - Hybrid Intelligent systems in Ensembles
Constructing ensembles of symbolic classifiers
International Journal of Hybrid Intelligent Systems - Hybrid Intelligent systems in Ensembles
Detection of unknown computer worms based on behavioral classification of the host
Computational Statistics & Data Analysis
Collaborative filtering on streaming data with interest-drifting
Intelligent Data Analysis - Knowlegde Discovery from Data Streams
Can chinese web pages be classified with english data source?
Proceedings of the 17th international conference on World Wide Web
Proceedings of the 30th international conference on Software engineering
Text-based decision making with artificial immune systems
SMO'06 Proceedings of the 6th WSEAS International Conference on Simulation, Modelling and Optimization
QoS control based on query response time prediction
ICCOMP'05 Proceedings of the 9th WSEAS International Conference on Computers
Implications of ceiling effects in defect predictors
Proceedings of the 4th international workshop on Predictor models in software engineering
Foundations and Trends in Information Retrieval
New methods for text categorization
CIMMACS'06 Proceedings of the 5th WSEAS International Conference on Computational Intelligence, Man-Machine Systems and Cybernetics
Hybrid evolutionary built decision trees for prediction of perspective cross-country skiers
AIC'04 Proceedings of the 4th WSEAS International Conference on Applied Informatics and Communications
Gaining features in medicine using multimethod data-mining powerful techniques: a case study
AIC'04 Proceedings of the 4th WSEAS International Conference on Applied Informatics and Communications
A framework to support automated classification and labeling of brain electromagnetic patterns
Computational Intelligence and Neuroscience - Regular issue
Agnostically learning decision trees
STOC '08 Proceedings of the fortieth annual ACM symposium on Theory of computing
International Journal of Knowledge-based and Intelligent Engineering Systems
Selective costing voting for bankruptcy prediction
International Journal of Knowledge-based and Intelligent Engineering Systems
Genetic Programming for detecting rhythmic stress in spoken English
International Journal of Knowledge-based and Intelligent Engineering Systems - Genetic Programming An Emerging Engineering Tool
Mining relationships among interval-based events for classification
Proceedings of the 2008 ACM SIGMOD international conference on Management of data
Short communication: Mining knowledge from data using Anticipatory Classifier System
Knowledge-Based Systems
Quality management in GPRS networks with fuzzy case-based reasoning
Knowledge-Based Systems
Enhancing web page classification through image-block importance analysis
Information Processing and Management: an International Journal
News aware volatility forecasting: is the content of news important?
AusDM '07 Proceedings of the sixth Australasian conference on Data mining and analytics - Volume 70
Classification for accuracy and insight: a weighted sum approach
AusDM '07 Proceedings of the sixth Australasian conference on Data mining and analytics - Volume 70
Content-based image retrieval using image regions as query examples
ADC '08 Proceedings of the nineteenth conference on Australasian database - Volume 75
Automatically detecting pointing performance
Proceedings of the 13th international conference on Intelligent user interfaces
Recovering from errors during programming by demonstration
Proceedings of the 13th international conference on Intelligent user interfaces
Proceedings of the 13th international conference on Intelligent user interfaces
Asquare: a powerful evaluation tool for adaptive hypermedia course system
Proceedings of the nineteenth ACM conference on Hypertext and hypermedia
Effective spam filtering: A single-class learning and ensemble approach
Decision Support Systems
Machine learning method for knowledge discovery experimented with otoneurological data
Computer Methods and Programs in Biomedicine
Patient-specific learning in real time for adaptive monitoring in critical care
Journal of Biomedical Informatics
Issues in applying data mining to grid job failure detection and diagnosis
HPDC '08 Proceedings of the 17th international symposium on High performance distributed computing
Decision trees as possibilistic classifiers
International Journal of Approximate Reasoning
A reduced and comprehensible polynomial neural network for classification
Pattern Recognition Letters
Correlated pattern mining in quantitative databases
ACM Transactions on Database Systems (TODS)
Workload-aware anonymization techniques for large-scale datasets
ACM Transactions on Database Systems (TODS)
AIDM '07 Proceedings of the 2nd international workshop on Integrating artificial intelligence and data mining - Volume 84
Genetic programming for medical classification: a program simplification approach
Genetic Programming and Evolvable Machines
Informative sampling for large unbalanced data sets
Proceedings of the 10th annual conference companion on Genetic and evolutionary computation
Risk prediction and risk factors identification from imbalanced data with RPMBGA+
Proceedings of the 10th annual conference companion on Genetic and evolutionary computation
Genetic local search for rule learning
Proceedings of the 10th annual conference on Genetic and evolutionary computation
Instance weighting versus threshold adjusting for cost-sensitive classification
Knowledge and Information Systems
Bayes optimal classification for decision trees
Proceedings of the 25th international conference on Machine learning
Learning in Environments with Unknown Dynamics: Towards more Robust Concept Learners
The Journal of Machine Learning Research
Dynamic Weighted Majority: An Ensemble Method for Drifting Concepts
The Journal of Machine Learning Research
Dynamic inference of likely data preconditions over predicates by tree learning
ISSTA '08 Proceedings of the 2008 international symposium on Software testing and analysis
Ranking Categorical Features Using Generalization Properties
The Journal of Machine Learning Research
Mining the classification rules: the egyptian rice diseases as case study
TELE-INFO'05 Proceedings of the 4th WSEAS International Conference on Telecommunications and Informatics
International Journal of Geographical Information Science
Variations of the two-spiral task
Connection Science
A KEYHOLE PLAN RECOGNITION MODEL FOR ALZHEIMER'S PATIENTS: FIRST RESULTS
Applied Artificial Intelligence
EVOLVING NEURAL-SYMBOLIC SYSTEMS GUIDED BY ADAPTIVE TRAINING SCHEMES: APPLICATIONS IN FINANCE
Applied Artificial Intelligence
AUTOMATIC MACHINE LEARNING OF KEYPHRASE EXTRACTION FROM SHORT HTML DOCUMENTS WRITTEN IN HEBREW
Cybernetics and Systems
Feature selection algorithms in classification problems: an experimental evaluation
Optimization Methods & Software - Systems Analysis, Optimization and Data Mining in Biomedicine
Boosting: a classification method for remote sensing
International Journal of Remote Sensing
International Journal of Wireless and Mobile Computing
Data & Knowledge Engineering
Data & Knowledge Engineering
Bayesian feature evaluation for visual saliency estimation
Pattern Recognition
Class-switching neural network ensembles
Neurocomputing
Connectionist weighted fuzzy logic programs
Neurocomputing
Early bankruptcy prediction using ENPC
Applied Intelligence
Knowledge discovery in corporate events by neural network rule extraction
Applied Intelligence
Negation recognition in medical narrative reports
Information Retrieval
Active learning with direct query construction
Proceedings of the 14th ACM SIGKDD international conference on Knowledge discovery and data mining
Multi-class cost-sensitive boosting with p-norm loss functions
Proceedings of the 14th ACM SIGKDD international conference on Knowledge discovery and data mining
Get another label? improving data quality and data mining using multiple, noisy labelers
Proceedings of the 14th ACM SIGKDD international conference on Knowledge discovery and data mining
Using predictive analysis to improve invoice-to-cash collection
Proceedings of the 14th ACM SIGKDD international conference on Knowledge discovery and data mining
Learning from multi-topic web documents for contextual advertisement
Proceedings of the 14th ACM SIGKDD international conference on Knowledge discovery and data mining
An approach to online optimization of heuristic coordination algorithms
Proceedings of the 7th international joint conference on Autonomous agents and multiagent systems - Volume 2
Simulation of individual spontaneous reactive behavior
Proceedings of the 7th international joint conference on Autonomous agents and multiagent systems - Volume 1
Improving the performance of an incremental algorithm driven by error margins
Intelligent Data Analysis - Knowledge Discovery from Data Streams
International Journal of Hybrid Intelligent Systems - HIS 2007
Maximizing classifier utility when there are data acquisition and modeling costs
Data Mining and Knowledge Discovery
Data Mining and Knowledge Discovery
Automatically countering imbalance and its empirical relationship to cost
Data Mining and Knowledge Discovery
Effective and efficient classification on a search-engine model
Knowledge and Information Systems
Impact of imputation of missing values on classification error for discrete data
Pattern Recognition
Efficient context-sensitive word completion for mobile devices
Proceedings of the 10th international conference on Human computer interaction with mobile devices and services
Info-fuzzy algorithms for mining dynamic data streams
Applied Soft Computing
Evaluation of TELEDERM for dermatological services in rural and remote areas
Artificial Intelligence in Medicine
Improving density-based methods for hierarchical clustering of web pages
Data & Knowledge Engineering
Word segmentation for the Myanmar language
Journal of Information Science
A selective Bayes Classifier for classifying incomplete data based on gain ratio
Knowledge-Based Systems
Support vector machines, Decision Trees and Neural Networks for auditor selection
Journal of Computational Methods in Sciences and Engineering - Intelligent Systems and Knowledge Management
Learning decision trees with taxonomy of propositionalized attributes
Pattern Recognition
Dynamic instruction sequences monitor for virus detection
Proceedings of the 4th annual workshop on Cyber security and information intelligence research: developing strategies to meet the cyber security and information intelligence challenges ahead
A methodology for automated fuzzy model generation
Fuzzy Sets and Systems
Hierarchical Adaptive Clustering
Informatica
Evolving connectionist systems for on-line pattern classification of multimedia data
NN'08 Proceedings of the 9th WSEAS International Conference on Neural Networks
Identifying psycho-social fingerprints in medical and engineering documents
AIKED'08 Proceedings of the 7th WSEAS International Conference on Artificial intelligence, knowledge engineering and data bases
Blending e-learning and knowledge management for optimizing learning paths
AIKED'08 Proceedings of the 7th WSEAS International Conference on Artificial intelligence, knowledge engineering and data bases
Web document classification and its performance evaluation
EC'08 Proceedings of the 9th WSEAS International Conference on Evolutionary Computing
Decision trees for hierarchical multi-label classification
Machine Learning
Acoustic Analysis of Adult Speaker Age
Speaker Classification I
Interactive Decision Tree Construction for Interval and Taxonomical Data
Visual Data Mining
Towards Effective Visual Data Mining with Cooperative Approaches
Visual Data Mining
Evolutionary Induction of Decision Trees for Misclassification Cost Minimization
ICANNGA '07 Proceedings of the 8th international conference on Adaptive and Natural Computing Algorithms, Part I
Softening Splits in Decision Trees Using Simulated Annealing
ICANNGA '07 Proceedings of the 8th international conference on Adaptive and Natural Computing Algorithms, Part I
Determining the Dependency Among Clauses Based on Machine Learning Techniques
ICANNGA '07 Proceedings of the 8th international conference on Adaptive and Natural Computing Algorithms, Part I
Learning Using a Self-building Associative Frequent Network
ICANNGA '07 Proceedings of the 8th international conference on Adaptive and Natural Computing Algorithms, Part II
Discriminatively Learning Selective Averaged One-Dependence Estimators Based on Cross-Entropy Method
Computational Intelligence and Security
False Positive Reduction in Breast Mass Detection Using Two-Dimensional PCA
IbPRIA '07 Proceedings of the 3rd Iberian conference on Pattern Recognition and Image Analysis, Part II
An Algorithm for Generating Classification Rules Based on Extended Function Dependency
ICCS '07 Proceedings of the 7th international conference on Computational Science, Part III: ICCS 2007
A Distributed Data Mining System for a Novel Ubiquitous Healthcare Framework
ICCS '07 Proceedings of the 7th international conference on Computational Science, Part III: ICCS 2007
Combining Classifiers for Web Violent Content Detection and Filtering
ICCS '07 Proceedings of the 7th international conference on Computational Science, Part III: ICCS 2007
ISNN '07 Proceedings of the 4th international symposium on Neural Networks: Advances in Neural Networks
Combining Weighted SVMs and Spectrum-Based kNN for Multi-classification
ISNN '07 Proceedings of the 4th international symposium on Neural Networks: Advances in Neural Networks, Part III
Distributed Data Mining in a Ubiquitous Healthcare Framework
CAI '07 Proceedings of the 20th conference of the Canadian Society for Computational Studies of Intelligence on Advances in Artificial Intelligence
Eliciting Motivation Knowledge from Log Files Towards Motivation Diagnosis for Adaptive Systems
UM '07 Proceedings of the 11th international conference on User Modeling
ESWC '07 Proceedings of the 4th European conference on The Semantic Web: Research and Applications
Filtering Documents with a Hybrid Neural Network Model
IWINAC '07 Proceedings of the 2nd international work-conference on The Interplay Between Natural and Artificial Computation, Part I: Bio-inspired Modeling of Cognitive Tasks
Behavioural Modeling by Clustering Based on Utility Measures
IWINAC '07 Proceedings of the 2nd international work-conference on Nature Inspired Problem-Solving Methods in Knowledge Engineering: Interplay Between Natural and Artificial Computation, Part II
Fuzziness and Performance: An Empirical Study with Linguistic Decision Trees
IFSA '07 Proceedings of the 12th international Fuzzy Systems Association world congress on Foundations of Fuzzy Logic and Soft Computing
An Incremental Fuzzy Decision Tree Classification Method for Mining Data Streams
MLDM '07 Proceedings of the 5th international conference on Machine Learning and Data Mining in Pattern Recognition
An Agent-Based Approach to the Multiple-Objective Selection of Reference Vectors
MLDM '07 Proceedings of the 5th international conference on Machine Learning and Data Mining in Pattern Recognition
A Novel Rule Ordering Approach in Classification Association Rule Mining
MLDM '07 Proceedings of the 5th international conference on Machine Learning and Data Mining in Pattern Recognition
CCIC: Consistent Common Itemsets Classifier
MLDM '07 Proceedings of the 5th international conference on Machine Learning and Data Mining in Pattern Recognition
Fuzzy Rules Generation Method for Pattern Recognition Problems
WILF '07 Proceedings of the 7th international workshop on Fuzzy Logic and Applications: Applications of Fuzzy Sets Theory
On the Effectiveness of Techniques to Detect Phishing Sites
DIMVA '07 Proceedings of the 4th international conference on Detection of Intrusions and Malware, and Vulnerability Assessment
Mining Numerical Data--A Rough Set Approach
RSEISP '07 Proceedings of the international conference on Rough Sets and Intelligent Systems Paradigms
Generalizing Data in Natural Language
RSEISP '07 Proceedings of the international conference on Rough Sets and Intelligent Systems Paradigms
Coevolution of a Fuzzy Rule Base for Classification Problems
RSEISP '07 Proceedings of the international conference on Rough Sets and Intelligent Systems Paradigms
Contrast Set Mining for Distinguishing Between Similar Diseases
AIME '07 Proceedings of the 11th conference on Artificial Intelligence in Medicine
Classifying Alarms in Intensive Care - Analogy to Hypothesis Testing
AIME '07 Proceedings of the 11th conference on Artificial Intelligence in Medicine
Learning Decision Tree for Selecting QRS Detectors for Cardiac Monitoring
AIME '07 Proceedings of the 11th conference on Artificial Intelligence in Medicine
Catching the Drift: Using Feature-Free Case-Based Reasoning for Spam Filtering
ICCBR '07 Proceedings of the 7th international conference on Case-Based Reasoning: Case-Based Reasoning Research and Development
Survey of Improving Naive Bayes for Classification
ADMA '07 Proceedings of the 3rd international conference on Advanced Data Mining and Applications
The Study of Dynamic Aggregation of Relational Attributes on Relational Data Mining
ADMA '07 Proceedings of the 3rd international conference on Advanced Data Mining and Applications
Explorative Data Mining on Stock Data --- Experimental Results and Findings
ADMA '07 Proceedings of the 3rd international conference on Advanced Data Mining and Applications
Integrating Domain Knowledge in Equation Discovery
Computational Discovery of Scientific Knowledge
Discovering Communicable Models from Earth Science Data
Computational Discovery of Scientific Knowledge
Logic and the Automatic Acquisition of Scientific Knowledge: An Application to Functional Genomics
Computational Discovery of Scientific Knowledge
Applying Machine Learning Techniques for Detection of Malicious Code in Network Traffic
KI '07 Proceedings of the 30th annual German conference on Advances in Artificial Intelligence
Perception and Developmental Learning of Affordances in Autonomous Robots
KI '07 Proceedings of the 30th annual German conference on Advances in Artificial Intelligence
Improving the Detection of Unknown Computer Worms Activity Using Active Learning
KI '07 Proceedings of the 30th annual German conference on Advances in Artificial Intelligence
Level Learning Set: A Novel Classifier Based on Active Contour Models
ECML '07 Proceedings of the 18th European conference on Machine Learning
Clustering Trees with Instance Level Constraints
ECML '07 Proceedings of the 18th European conference on Machine Learning
Roulette Sampling for Cost-Sensitive Learning
ECML '07 Proceedings of the 18th European conference on Machine Learning
Generating Social Network Features for Link-Based Classification
PKDD 2007 Proceedings of the 11th European conference on Principles and Practice of Knowledge Discovery in Databases
Pruning Relations for Substructure Discovery of Multi-relational Databases
PKDD 2007 Proceedings of the 11th European conference on Principles and Practice of Knowledge Discovery in Databases
TV Genre Classification Using Multimodal Information and Multilayer Perceptrons
AI*IA '07 Proceedings of the 10th Congress of the Italian Association for Artificial Intelligence on AI*IA 2007: Artificial Intelligence and Human-Oriented Computing
CTC: An Alternative to Extract Explanation from Bagging
Current Topics in Artificial Intelligence
Fitness Function Comparison for GA-Based Feature Construction
Current Topics in Artificial Intelligence
A Novel Algorithm for Associative Classification
Neural Information Processing
Learning Higher Accuracy Decision Trees from Concept Drifting Data Streams
IEA/AIE '08 Proceedings of the 21st international conference on Industrial, Engineering and Other Applications of Applied Intelligent Systems: New Frontiers in Applied Artificial Intelligence
Potential Distribution Modelling Using Machine Learning
IEA/AIE '08 Proceedings of the 21st international conference on Industrial, Engineering and Other Applications of Applied Intelligent Systems: New Frontiers in Applied Artificial Intelligence
Data Reduction Algorithm for Machine Learning and Data Mining
IEA/AIE '08 Proceedings of the 21st international conference on Industrial, Engineering and Other Applications of Applied Intelligent Systems: New Frontiers in Applied Artificial Intelligence
IEA/AIE '08 Proceedings of the 21st international conference on Industrial, Engineering and Other Applications of Applied Intelligent Systems: New Frontiers in Applied Artificial Intelligence
Pedagogical Protocols Selection Automatic Assistance
IEA/AIE '08 Proceedings of the 21st international conference on Industrial, Engineering and Other Applications of Applied Intelligent Systems: New Frontiers in Applied Artificial Intelligence
NLDB '08 Proceedings of the 13th international conference on Natural Language and Information Systems: Applications of Natural Language to Information Systems
Using Linguistic Knowledge to Classify Non-functional Requirements in SRS documents
NLDB '08 Proceedings of the 13th international conference on Natural Language and Information Systems: Applications of Natural Language to Information Systems
WebAngels Filter: A Violent Web Filtering Engine Using Textual and Structural Content-Based Analysis
ICDM '08 Proceedings of the 8th industrial conference on Advances in Data Mining: Medical Applications, E-Commerce, Marketing, and Theoretical Aspects
Automatic Generation of Fine-Grained Representations of Learner Response Semantics
ITS '08 Proceedings of the 9th international conference on Intelligent Tutoring Systems
ICAISC '08 Proceedings of the 9th international conference on Artificial Intelligence and Soft Computing
Global Induction of Decision Trees: From Parallel Implementation to Distributed Evolution
ICAISC '08 Proceedings of the 9th international conference on Artificial Intelligence and Soft Computing
A Framework for Adaptive and Integrated Classification
ICAISC '08 Proceedings of the 9th international conference on Artificial Intelligence and Soft Computing
Solving Regression by Learning an Ensemble of Decision Rules
ICAISC '08 Proceedings of the 9th international conference on Artificial Intelligence and Soft Computing
Comparison of Shannon, Renyi and Tsallis Entropy Used in Decision Trees
ICAISC '08 Proceedings of the 9th international conference on Artificial Intelligence and Soft Computing
ICAISC '08 Proceedings of the 9th international conference on Artificial Intelligence and Soft Computing
An Architecture for Learning Agents
ICCS '08 Proceedings of the 8th international conference on Computational Science, Part III
Breast Mass Classification on Full-Field Digital Mammography and Screen-Film Mammography
IWDM '08 Proceedings of the 9th international workshop on Digital Mammography
Bayesian Model of Recognition on a Finite Set of Events
SETN '08 Proceedings of the 5th Hellenic conference on Artificial Intelligence: Theories, Models and Applications
A Genetic-Based Feature Construction Method for Data Summarisation
ADMA '08 Proceedings of the 4th international conference on Advanced Data Mining and Applications
FARS: A Multi-relational Feature and Relation Selection Approach for Efficient Classification
ADMA '08 Proceedings of the 4th international conference on Advanced Data Mining and Applications
Using Genetic Algorithms for Parameter Optimization in Building Predictive Data Mining Models
ADMA '08 Proceedings of the 4th international conference on Advanced Data Mining and Applications
Extracting Decision Rules from Sigmoid Kernel
ADMA '08 Proceedings of the 4th international conference on Advanced Data Mining and Applications
AWSum --- Data Mining for Insight
ADMA '08 Proceedings of the 4th international conference on Advanced Data Mining and Applications
Using Support Vector Regression for Classification
ADMA '08 Proceedings of the 4th international conference on Advanced Data Mining and Applications
A Comparative Study of Correlation Measurements for Searching Similar Tags
ADMA '08 Proceedings of the 4th international conference on Advanced Data Mining and Applications
IWCF '08 Proceedings of the 2nd international workshop on Computational Forensics
ICANN '08 Proceedings of the 18th international conference on Artificial Neural Networks, Part I
A Constructive Technique Based on Linear Programming for Training Switching Neural Networks
ICANN '08 Proceedings of the 18th international conference on Artificial Neural Networks, Part II
Top-Down Hierarchical Ensembles of Classifiers for Predicting G-Protein-Coupled-Receptor Functions
BSB '08 Proceedings of the 3rd Brazilian symposium on Bioinformatics: Advances in Bioinformatics and Computational Biology
Exceptions as Chance for Computational Chance Discovery
KES '08 Proceedings of the 12th international conference on Knowledge-Based Intelligent Information and Engineering Systems, Part II
Labeling Nodes of Automatically Generated Taxonomy for Multi-type Relational Datasets
DaWaK '08 Proceedings of the 10th international conference on Data Warehousing and Knowledge Discovery
How an Ensemble Method Can Compute a Comprehensible Model
DaWaK '08 Proceedings of the 10th international conference on Data Warehousing and Knowledge Discovery
Combining Multiple Features for Automatic Text Summarization through Machine Learning
PROPOR '08 Proceedings of the 8th international conference on Computational Processing of the Portuguese Language
Portuguese Part-of-Speech Tagging Using Entropy Guided Transformation Learning
PROPOR '08 Proceedings of the 8th international conference on Computational Processing of the Portuguese Language
Learning Coreference Resolution for Portuguese Texts
PROPOR '08 Proceedings of the 8th international conference on Computational Processing of the Portuguese Language
Prototype Selection Via Prototype Relevance
CIARP '08 Proceedings of the 13th Iberoamerican congress on Pattern Recognition: Progress in Pattern Recognition, Image Analysis and Applications
Analyzing Classifier Hierarchy Multiclassifier Learning
CIARP '08 Proceedings of the 13th Iberoamerican congress on Pattern Recognition: Progress in Pattern Recognition, Image Analysis and Applications
Readable and Accurate Rulesets with ORGA
Proceedings of the 10th international conference on Parallel Problem Solving from Nature: PPSN X
Optimization of Feature Processing Chain in Music Classification by Evolution Strategies
Proceedings of the 10th international conference on Parallel Problem Solving from Nature: PPSN X
Dynamic Aggregation of Relational Attributes Based on Feature Construction
ADBIS '08 Proceedings of the 12th East European conference on Advances in Databases and Information Systems
Mining Edge-Weighted Call Graphs to Localise Software Bugs
ECML PKDD '08 Proceedings of the 2008 European Conference on Machine Learning and Knowledge Discovery in Databases - Part I
ECML PKDD '08 Proceedings of the 2008 European Conference on Machine Learning and Knowledge Discovery in Databases - Part I
Learning MDP Action Models Via Discrete Mixture Trees
ECML PKDD '08 Proceedings of the European conference on Machine Learning and Knowledge Discovery in Databases - Part II
cAnt-Miner: An Ant Colony Classification Algorithm to Cope with Continuous Attributes
ANTS '08 Proceedings of the 6th international conference on Ant Colony Optimization and Swarm Intelligence
An Improved Support Vector Machine for the Classification of Imbalanced Biological Datasets
ICIC '08 Proceedings of the 4th international conference on Intelligent Computing: Advanced Intelligent Computing Theories and Applications - with Aspects of Theoretical and Methodological Issues
Improve Flow Accuracy and Byte Accuracy in Network Traffic Classification
ICIC '08 Proceedings of the 4th international conference on Intelligent Computing: Advanced Intelligent Computing Theories and Applications - with Aspects of Artificial Intelligence
Some Progress of Supervised Learning
ICIC '08 Proceedings of the 4th international conference on Intelligent Computing: Advanced Intelligent Computing Theories and Applications - with Aspects of Artificial Intelligence
Web-Based Lemmatisation of Named Entities
TSD '08 Proceedings of the 11th international conference on Text, Speech and Dialogue
TSD '08 Proceedings of the 11th international conference on Text, Speech and Dialogue
Experiments in Multi Agent Learning
HAIS '08 Proceedings of the 3rd international workshop on Hybrid Artificial Intelligence Systems
A Machine Learning Approach to Portuguese Pronoun Resolution
IBERAMIA '08 Proceedings of the 11th Ibero-American conference on AI: Advances in Artificial Intelligence
IBERAMIA '08 Proceedings of the 11th Ibero-American conference on AI: Advances in Artificial Intelligence
International Journal of Artificial Intelligence in Education
A twin-candidate model for learning-based anaphora resolution
Computational Linguistics
Predicting going concern opinion with data mining
Decision Support Systems
A machine learning methodology for the analysis of workplace accidents
International Journal of Computer Mathematics - Recent Advances in Computational and Applied Mathematics in Science and Engineering
MACHINE LEARNING TECHNIQUES FOR ACQUIRING NEW KNOWLEDGE IN IMAGE TRACKING
Applied Artificial Intelligence
Entropy-based associative classification algorithm for mining manufacturing data
International Journal of Computer Integrated Manufacturing
Naive Bayes for optimal ranking
Journal of Experimental & Theoretical Artificial Intelligence
Teaching robot companions: the role of scaffolding and event structuring
Connection Science - Social Learning in Embodied Agents
Regionalization with dynamically constrained agglomerative clustering and partitioning (REDCAP)
International Journal of Geographical Information Science
The anti-social tagger: detecting spam in social bookmarking systems
AIRWeb '08 Proceedings of the 4th international workshop on Adversarial information retrieval on the web
Artificial immune-based supervised classifier for land-cover classification
International Journal of Remote Sensing
International Journal of Remote Sensing
International Journal of Remote Sensing
Explaining inferences in Bayesian networks
Applied Intelligence
A hybrid PSO/ACO algorithm for discovering classification rules in data mining
Journal of Artificial Evolution and Applications - Particle Swarms: The Second Decade
Fuzzy rule induction and artificial immune systems in female breast cancer familiarity profiling
International Journal of Hybrid Intelligent Systems - Recent Advances in Intelligent Paradigms Fusion and Their Applications
Email Spam Filtering: A Systematic Review
Foundations and Trends in Information Retrieval
Conceptual equivalence for contrast mining in classification learning
Data & Knowledge Engineering
Journal of Systems and Software
Inductive transfer with context-sensitive neural networks
Machine Learning
Data pre-processing: a new algorithm for feature selection and data discretization
CSTST '08 Proceedings of the 5th international conference on Soft computing as transdisciplinary science and technology
A comparative study on rough set based class imbalance learning
Knowledge-Based Systems
CSMC: A combination strategy for multi-class classification based on multiple association rules
Knowledge-Based Systems
Conceptual modeling rules extracting for data streams
Knowledge-Based Systems
Learning to link with wikipedia
Proceedings of the 17th ACM conference on Information and knowledge management
Vanity fair: privacy in querylog bundles
Proceedings of the 17th ACM conference on Information and knowledge management
Granular modeling of web documents: impact on information retrieval systems
Proceedings of the 10th ACM workshop on Web information and data management
Automatic detection of treatment relationships for patent retrieval
Proceedings of the 1st ACM workshop on Patent information retrieval
An adaptive partitioning approach for mining discriminant regions in 3D image data
Journal of Intelligent Information Systems
Categorisation of web documents using extraction ontologies
International Journal of Metadata, Semantics and Ontologies
Word sense disambiguation: A survey
ACM Computing Surveys (CSUR)
Real time google and live image search re-ranking
MM '08 Proceedings of the 16th ACM international conference on Multimedia
A bottom-up approach to discover transition rules of cellular automata using ant intelligence
International Journal of Geographical Information Science
A fuzzy numeric inference strategy for classification and regression problems
International Journal of Knowledge-based and Intelligent Engineering Systems
Local reweight wrapper for the problem of imbalance
International Journal of Artificial Intelligence and Soft Computing
Learning to classify threatening e-mail
International Journal of Artificial Intelligence and Soft Computing
Rough sets approach to symbolic value partition
International Journal of Approximate Reasoning
Measures of Ruleset Quality Capable to Represent Uncertain Validity
ECSQARU '07 Proceedings of the 9th European Conference on Symbolic and Quantitative Approaches to Reasoning with Uncertainty
Split Criterions for Variable Selection Using Decision Trees
ECSQARU '07 Proceedings of the 9th European Conference on Symbolic and Quantitative Approaches to Reasoning with Uncertainty
Combining Decision Trees Based on Imprecise Probabilities and Uncertainty Measures
ECSQARU '07 Proceedings of the 9th European Conference on Symbolic and Quantitative Approaches to Reasoning with Uncertainty
Decision Trees in Binary Tomography for Supporting the Reconstruction of hv-Convex Connected Images
ACIVS '08 Proceedings of the 10th International Conference on Advanced Concepts for Intelligent Vision Systems
Sequence Based Prediction of Protein Mutant Stability and Discrimination of Thermophilic Proteins
PRIB '08 Proceedings of the Third IAPR International Conference on Pattern Recognition in Bioinformatics
A Clustering Based Hybrid System for Mass Spectrometry Data Analysis
PRIB '08 Proceedings of the Third IAPR International Conference on Pattern Recognition in Bioinformatics
Is it a bug or an enhancement?: a text-based approach to classify change requests
CASCON '08 Proceedings of the 2008 conference of the center for advanced studies on collaborative research: meeting of minds
Design and evaluation of a hybrid sensor network for cane toad monitoring
ACM Transactions on Sensor Networks (TOSN)
Incorporating domain knowledge into data mining classifiers: An application in indirect lending
Decision Support Systems
A maximum entropy approach to feature selection in knowledge-based authentication
Decision Support Systems
Inducing a marketing strategy for a new pet insurance company using decision trees
Expert Systems with Applications: An International Journal
Expert Systems with Applications: An International Journal
Expert Systems with Applications: An International Journal
Iterative feature construction for improving inductive learning algorithms
Expert Systems with Applications: An International Journal
Recognition of multi-interval rules in dataset with continuous-valued attributes
Expert Systems with Applications: An International Journal
Mining students' behavior in web-based learning programs
Expert Systems with Applications: An International Journal
Expert Systems with Applications: An International Journal
Integrating in-process software defect prediction with association mining to discover defect pattern
Information and Software Technology
Accuracy and efficiency comparisons of single- and multi-cycled software classification models
Information and Software Technology
Knowledge-based system for text classification using ID6NB algorithm
Knowledge-Based Systems
Learning heuristics for basic block instruction scheduling
Journal of Heuristics
Methods and algorithms of collective recognition
Automation and Remote Control
WSEAS Transactions on Information Science and Applications
Information Sciences: an International Journal
Stock price effects analysis between US and Taiwanese online stock trading
International Journal of Electronic Finance
Ensemble-Trees: Leveraging Ensemble Power Inside Decision Trees
DS '08 Proceedings of the 11th International Conference on Discovery Science
Knowledge and Information Systems
Multirelational classification: a multiple view approach
Knowledge and Information Systems
Handling imbalanced data sets with a modification of Decorate algorithm
International Journal of Computer Applications in Technology
Technology extraction from time series data reflecting expert operator skills and knowledge
International Journal of Computer Applications in Technology
Acceleration of decision tree searching for IP traffic classification
Proceedings of the 4th ACM/IEEE Symposium on Architectures for Networking and Communications Systems
Analysis of Naive Bayes' assumptions on software fault data: An empirical study
Data & Knowledge Engineering
International Journal of Computer Applications in Technology
Application of Data Mining to Network Intrusion Detection: Classifier Selection Model
APNOMS '08 Proceedings of the 11th Asia-Pacific Symposium on Network Operations and Management: Challenges for Next Generation Network Operations and Service Management
Implementing a Rule Generation Method Based on Secondary Differences of Two Criteria
RSCTC '08 Proceedings of the 6th International Conference on Rough Sets and Current Trends in Computing
Evolving Fuzzy Rules with UCS: Preliminary Results
Learning Classifier Systems
Revisiting UCS: Description, Fitness Sharing, and Comparison with XCS
Learning Classifier Systems
Substructural Surrogates for Learning Decomposable Classification Problems
Learning Classifier Systems
Technology Extraction of Expert Operator Skills from Process Time Series Data
Learning Classifier Systems
Global Classifier for Confidential Data in Distributed Datasets
MICAI '08 Proceedings of the 7th Mexican International Conference on Artificial Intelligence: Advances in Artificial Intelligence
Prediction of Pediatric Risk Using a Hybrid Model Based on Soft Computing Techniques
MICAI '08 Proceedings of the 7th Mexican International Conference on Artificial Intelligence: Advances in Artificial Intelligence
An Empirical Research on Extracting Relations from Wikipedia Text
IDEAL '08 Proceedings of the 9th International Conference on Intelligent Data Engineering and Automated Learning
A New Incremental Algorithm for Induction of Multivariate Decision Trees for Large Datasets
IDEAL '08 Proceedings of the 9th International Conference on Intelligent Data Engineering and Automated Learning
The Grid as a Single Entity: Towards a Behavior Model of the Whole Grid
OTM '08 Proceedings of the OTM 2008 Confederated International Conferences, CoopIS, DOA, GADA, IS, and ODBASE 2008. Part I on On the Move to Meaningful Internet Systems:
Semantic and Event-Based Approach for Link Prediction
PAKM '08 Proceedings of the 7th International Conference on Practical Aspects of Knowledge Management
Minimizing False Positives of a Decision Tree Classifier for Intrusion Detection on the Internet
Journal of Network and Systems Management
FRAPP: a framework for high-accuracy privacy-preserving mining
Data Mining and Knowledge Discovery
Revisiting Multiple-Instance Learning Via Embedded Instance Selection
AI '08 Proceedings of the 21st Australasian Joint Conference on Artificial Intelligence: Advances in Artificial Intelligence
An Approach for Generalising Symbolic Knowledge
AI '08 Proceedings of the 21st Australasian Joint Conference on Artificial Intelligence: Advances in Artificial Intelligence
DynamicWEB: Adapting to Concept Drift and Object Drift in COBWEB
AI '08 Proceedings of the 21st Australasian Joint Conference on Artificial Intelligence: Advances in Artificial Intelligence
Detecting the Knowledge Boundary with Prudence Analysis
AI '08 Proceedings of the 21st Australasian Joint Conference on Artificial Intelligence: Advances in Artificial Intelligence
Unknown Malcode Detection Using OPCODE Representation
EuroISI '08 Proceedings of the 1st European Conference on Intelligence and Security Informatics
KES '07 Knowledge-Based Intelligent Information and Engineering Systems and the XVII Italian Workshop on Neural Networks on Proceedings of the 11th International Conference
An Interface for Medical Diagnosis Support
KES '07 Knowledge-Based Intelligent Information and Engineering Systems and the XVII Italian Workshop on Neural Networks on Proceedings of the 11th International Conference
KES '07 Knowledge-Based Intelligent Information and Engineering Systems and the XVII Italian Workshop on Neural Networks on Proceedings of the 11th International Conference
An Application of Decision Trees for Rule Extraction Towards Telecommunications Fraud Detection
KES '07 Knowledge-Based Intelligent Information and Engineering Systems and the XVII Italian Workshop on Neural Networks on Proceedings of the 11th International Conference
Augmented Reality Using Projective Invariant Patterns
ISVC '08 Proceedings of the 4th International Symposium on Advances in Visual Computing
Predicting News Story Importance Using Language Features
WI-IAT '08 Proceedings of the 2008 IEEE/WIC/ACM International Conference on Web Intelligence and Intelligent Agent Technology - Volume 01
Splog Filtering Based on Writing Consistency
WI-IAT '08 Proceedings of the 2008 IEEE/WIC/ACM International Conference on Web Intelligence and Intelligent Agent Technology - Volume 01
Learning Classifiers from Large Databases Using Statistical Queries
WI-IAT '08 Proceedings of the 2008 IEEE/WIC/ACM International Conference on Web Intelligence and Intelligent Agent Technology - Volume 01
Parallel neural networks for multimodal video genre classification
Multimedia Tools and Applications
Mining Multidimensional Data through Element Oriented Analysis
PRICAI '08 Proceedings of the 10th Pacific Rim International Conference on Artificial Intelligence: Trends in Artificial Intelligence
Online Classifier Considering the Importance of Attributes
PRICAI '08 Proceedings of the 10th Pacific Rim International Conference on Artificial Intelligence: Trends in Artificial Intelligence
Computer Methods and Programs in Biomedicine
An Experimental Comparison of Different Inclusion Relations in Frequent Tree Mining
Fundamenta Informaticae - Progress on Multi-Relational Data Mining
Learning from Skewed Class Multi-relational Databases
Fundamenta Informaticae - Progress on Multi-Relational Data Mining
Effective Prediction of Web User Behaviour with User-Level Models
Fundamenta Informaticae
Bellwether analysis: Searching for cost-effective query-defined predictors in large databases
ACM Transactions on Knowledge Discovery from Data (TKDD)
Exploring the boundary region of tolerance rough sets for feature selection
Pattern Recognition
Building a cost-constrained decision tree with multiple condition attributes
Information Sciences: an International Journal
Earnings management prediction: A pilot study of combining neural networks and decision trees
Expert Systems with Applications: An International Journal
Adding monotonicity to learning algorithms may impair their accuracy
Expert Systems with Applications: An International Journal
Fuzzy classification systems based on fuzzy information gain measures
Expert Systems with Applications: An International Journal
Ameva: An autonomous discretization algorithm
Expert Systems with Applications: An International Journal
Calibrated lazy associative classification
SBBD '08 Proceedings of the 23rd Brazilian symposium on Databases
Software quality analysis by combining multiple projects and learners
Software Quality Control
A decision support system for detecting products missing from the shelf based on heuristic rules
Decision Support Systems
Classification algorithm sensitivity to training data with non representative attribute noise
Decision Support Systems
Using an improved C4.5 for imbalanced dataset of intrusion
Proceedings of the 2006 International Conference on Privacy, Security and Trust: Bridge the Gap Between PST Technologies and Business Services
Reduced dimensional HRTF processing for gaming environments
ACE '08 Proceedings of the 2008 International Conference on Advances in Computer Entertainment Technology
Enhancing network based intrusion detection for imbalanced data
International Journal of Knowledge-based and Intelligent Engineering Systems
Moving towards efficient decision tree construction
Information Sciences: an International Journal
Information Systems
Rule generation to determine the gender of a speaker of a Japanese sentence
SMO'08 Proceedings of the 8th conference on Simulation, modelling and optimization
Opinion mining in Hungarian based on textual and graphical clues
SMO'08 Proceedings of the 8th conference on Simulation, modelling and optimization
SEAL '08 Proceedings of the 7th International Conference on Simulated Evolution and Learning
Genetic Programming for Feature Ranking in Classification Problems
SEAL '08 Proceedings of the 7th International Conference on Simulated Evolution and Learning
A Combined Classification Algorithm Based on C4.5 and NB
ISICA '08 Proceedings of the 3rd International Symposium on Advances in Computation and Intelligence
Simplify Multi-valued Decision Trees
ISICA '08 Proceedings of the 3rd International Symposium on Advances in Computation and Intelligence
Decision Rule Based Data Models Using NetTRS System Overview
Transactions on Rough Sets IX
A Rough Set Based Approach for ECG Classification
Transactions on Rough Sets IX
Hierarchical Classifiers for Complex Spatio-temporal Concepts
Transactions on Rough Sets IX
Biometrics and Identity Management
The effect of borderline examples on language learning
Journal of Experimental & Theoretical Artificial Intelligence
On the influence of imputation in classification: practical issues
Journal of Experimental & Theoretical Artificial Intelligence
A generic multi-dimensional feature extraction method using multiobjective genetic programming
Evolutionary Computation
Observer-invariant histopathology using genetics-based machine learning
Natural Computing: an international journal
Bayesian classifiers based on kernel density estimation: Flexible classifiers
International Journal of Approximate Reasoning
Classification models for the prediction of clinicians' information needs
Journal of Biomedical Informatics
CSM-SD: Methodology for contrast set mining through subgroup discovery
Journal of Biomedical Informatics
Expert Systems with Applications: An International Journal
Efficient discovery of risk patterns in medical data
Artificial Intelligence in Medicine
Video encoding and transcoding using machine learning
Proceedings of the 9th International Workshop on Multimedia Data Mining: held in conjunction with the ACM SIGKDD 2008
Using a similarity measure for credible classification
Discrete Applied Mathematics
Expert Systems with Applications: An International Journal
Journal of Systems and Software
A Bayesian Approach for Estimating and Replacing Missing Categorical Data
Journal of Data and Information Quality (JDIQ)
MDS: a novel method for class imbalance learning
Proceedings of the 3rd International Conference on Ubiquitous Information Management and Communication
Privacy-preserving data mashup
Proceedings of the 12th International Conference on Extending Database Technology: Advances in Database Technology
Indexing density models for incremental learning and anytime classification on data streams
Proceedings of the 12th International Conference on Extending Database Technology: Advances in Database Technology
Semantics-based context-aware dynamic service composition
ACM Transactions on Autonomous and Adaptive Systems (TAAS)
Efficient application identification and the temporal and spatial stability of classification schema
Computer Networks: The International Journal of Computer and Telecommunications Networking
Feature selection with dynamic mutual information
Pattern Recognition
Journal of Biomedical Informatics
Why and why not explanations improve the intelligibility of context-aware intelligent systems
Proceedings of the SIGCHI Conference on Human Factors in Computing Systems
On modeling software defect repair time
Empirical Software Engineering
A method for improving the accuracy of data mining classification algorithms
Computers and Operations Research
Statistical-Based Approach to Non-segmented Language Processing
IEICE - Transactions on Information and Systems
A hybrid coevolutionary algorithm for designing fuzzy classifiers
Information Sciences: an International Journal
Robotics and Computer-Integrated Manufacturing
Web site topic-hierarchy generation based on link structure
Journal of the American Society for Information Science and Technology
Adversarial-knowledge dimensions in data privacy
The VLDB Journal — The International Journal on Very Large Data Bases
A new cross-training approach by using labeled data
Proceedings of the 2009 ACM symposium on Applied Computing
LEGAL-tree: a lexicographic multi-objective genetic algorithm for decision tree induction
Proceedings of the 2009 ACM symposium on Applied Computing
Improved AdaBoost.M1 of decision trees with confidence-rated predictions
Proceedings of the 2009 ACM symposium on Applied Computing
Harmony K-means algorithm for document clustering
Data Mining and Knowledge Discovery
Recognizing Facial Expressions Using Model-Based Image Interpretation
Multimodal Signals: Cognitive and Algorithmic Issues
Privacy-preserving data publishing for cluster analysis
Data & Knowledge Engineering
Intrinsic Geometries in Learning
Emerging Trends in Visual Computing
Validity of an Automatic Evaluation of Machine Translation Using a Word-Alignment-Based Classifier
ICCPOL '09 Proceedings of the 22nd International Conference on Computer Processing of Oriental Languages. Language Technology for the Knowledge-based Economy
Handling Conjunctions in Named Entities
CICLing '07 Proceedings of the 8th International Conference on Computational Linguistics and Intelligent Text Processing
Case-Sensitivity of Classifiers for WSD: Complex Systems Disambiguate Tough Words Better
CICLing '07 Proceedings of the 8th International Conference on Computational Linguistics and Intelligent Text Processing
On the Impact of Lexical and Linguistic Features in Genre- and Domain-Based Categorization
CICLing '07 Proceedings of the 8th International Conference on Computational Linguistics and Intelligent Text Processing
Genetic Programming for Feature Subset Ranking in Binary Classification Problems
EuroGP '09 Proceedings of the 12th European Conference on Genetic Programming
A Hierarchical Classification Ant Colony Algorithm for Predicting Gene Ontology Terms
EvoBIO '09 Proceedings of the 7th European Conference on Evolutionary Computation, Machine Learning and Data Mining in Bioinformatics
Guidelines to Select Machine Learning Scheme for Classification of Biomedical Datasets
EvoBIO '09 Proceedings of the 7th European Conference on Evolutionary Computation, Machine Learning and Data Mining in Bioinformatics
Evolutionary Optimization Guided by Entropy-Based Discretization
EvoWorkshops '09 Proceedings of the EvoWorkshops 2009 on Applications of Evolutionary Computing: EvoCOMNET, EvoENVIRONMENT, EvoFIN, EvoGAMES, EvoHOT, EvoIASP, EvoINTERACTION, EvoMUSART, EvoNUM, EvoSTOC, EvoTRANSLOG
E-Mail Classification for Phishing Defense
ECIR '09 Proceedings of the 31th European Conference on IR Research on Advances in Information Retrieval
DTU: A Decision Tree for Uncertain Data
PAKDD '09 Proceedings of the 13th Pacific-Asia Conference on Advances in Knowledge Discovery and Data Mining
Thai Word Segmentation with Hidden Markov Model and Decision Tree
PAKDD '09 Proceedings of the 13th Pacific-Asia Conference on Advances in Knowledge Discovery and Data Mining
Negative Encoding Length as a Subjective Interestingness Measure for Groups of Rules
PAKDD '09 Proceedings of the 13th Pacific-Asia Conference on Advances in Knowledge Discovery and Data Mining
Parameter Estimation in Semi-Random Decision Tree Ensembling on Streaming Data
PAKDD '09 Proceedings of the 13th Pacific-Asia Conference on Advances in Knowledge Discovery and Data Mining
PAKDD '09 Proceedings of the 13th Pacific-Asia Conference on Advances in Knowledge Discovery and Data Mining
When does Co-training Work in Real Data?
PAKDD '09 Proceedings of the 13th Pacific-Asia Conference on Advances in Knowledge Discovery and Data Mining
Discovering Action Rules That Are Highly Achievable from Massive Data
PAKDD '09 Proceedings of the 13th Pacific-Asia Conference on Advances in Knowledge Discovery and Data Mining
Effective Boosting of Naïve Bayesian Classifiers by Local Accuracy Estimation
PAKDD '09 Proceedings of the 13th Pacific-Asia Conference on Advances in Knowledge Discovery and Data Mining
Diversity in Combinations of Heterogeneous Classifiers
PAKDD '09 Proceedings of the 13th Pacific-Asia Conference on Advances in Knowledge Discovery and Data Mining
Application-Independent Feature Construction from Noisy Samples
PAKDD '09 Proceedings of the 13th Pacific-Asia Conference on Advances in Knowledge Discovery and Data Mining
AN EMPIRICAL COMPARISON OF TECHNIQUES FOR HANDLING INCOMPLETE DATA USING DECISION TREES
Applied Artificial Intelligence
A knowledge-based similarity classifier to stratify sample units to improve the estimation precision
International Journal of Remote Sensing
Maintaining Diagnostic Knowledge-Based Systems: A Control-Theoretic Approach
Management Science
Active Feature-Value Acquisition
Management Science
A hierarchical model for test-cost-sensitive decision systems
Information Sciences: an International Journal
The Impact of Gene Selection on Imbalanced Microarray Expression Data
BICoB '09 Proceedings of the 1st International Conference on Bioinformatics and Computational Biology
Parallel Selection of Informative Genes for Classification
BICoB '09 Proceedings of the 1st International Conference on Bioinformatics and Computational Biology
Characterizing Multimedia Objects through Multimodal Content Analysis and Fuzzy Fingerprints
Advanced Internet Based Systems and Applications
A Chronological Evaluation of Unknown Malcode Detection
PAISI '09 Proceedings of the Pacific Asia Workshop on Intelligence and Security Informatics
ISBRA '09 Proceedings of the 5th International Symposium on Bioinformatics Research and Applications
Activity recognition from interactions with objects using dynamic Bayesian network
Proceedings of the 3rd ACM International Workshop on Context-Awareness for Self-Managing Systems
Generating a set of rules to determine the gender of a speaker of a Japanese sentence
WSEAS TRANSACTIONS on COMMUNICATIONS
Measures of ruleset quality for general rules extraction methods
International Journal of Approximate Reasoning
Using pre & post-processing methods to improve binding site predictions
Pattern Recognition
Supervised projection approach for boosting classifiers
Pattern Recognition
Induction of multiclass multifeature split decision trees from distributed data
Pattern Recognition
BotCop: An Online Botnet Traffic Classifier
CNSR '09 Proceedings of the 2009 Seventh Annual Communication Networks and Services Research Conference
Online Classification of Network Flows
CNSR '09 Proceedings of the 2009 Seventh Annual Communication Networks and Services Research Conference
Hybrid Classifier Systems for Intrusion Detection
CNSR '09 Proceedings of the 2009 Seventh Annual Communication Networks and Services Research Conference
A New Data-Mining Based Approach for Network Intrusion Detection
CNSR '09 Proceedings of the 2009 Seventh Annual Communication Networks and Services Research Conference
OMBO: An opponent modeling approach
AI Communications
Investigating Accuracies of Classifications for Randomized Imbalanced Class Distributions
Fundamenta Informaticae - Cognitive Informatics, Cognitive Computing, and Their Denotational Mathematical Foundations (II)
Information Security Tech. Report
Searching for interacting features in subset selection
Intelligent Data Analysis
Artificial neural network reduction through oracle learning
Intelligent Data Analysis
Bayesian networks based rare event prediction with sensor data
Knowledge-Based Systems
Data Mining and Knowledge Discovery
Decision tree and instance-based learning for label ranking
ICML '09 Proceedings of the 26th Annual International Conference on Machine Learning
Fitting a graph to vector data
ICML '09 Proceedings of the 26th Annual International Conference on Machine Learning
Learning non-redundant codebooks for classifying complex objects
ICML '09 Proceedings of the 26th Annual International Conference on Machine Learning
An empirical determination of samples for decision trees
AIKED'09 Proceedings of the 8th WSEAS international conference on Artificial intelligence, knowledge engineering and data bases
Model of experts for decision support in the diagnosis of leukemia patients
Artificial Intelligence in Medicine
Artificial Intelligence in Medicine
Proceedings of the 7th international conference on Mobile systems, applications, and services
Improving data mining utility with projective sampling
Proceedings of the 15th ACM SIGKDD international conference on Knowledge discovery and data mining
Quantification and semi-supervised classification methods for handling changes in class distribution
Proceedings of the 15th ACM SIGKDD international conference on Knowledge discovery and data mining
Anonymizing healthcare data: a case study on the blood transfusion service
Proceedings of the 15th ACM SIGKDD international conference on Knowledge discovery and data mining
A semi-supervised approach to projected clustering with applications to microarray data
International Journal of Data Mining and Bioinformatics
A hybrid heuristic approach to optimize rule-based software quality estimation models
Information and Software Technology
Feature set selection in data mining techniques for unknown virus detection: a comparison study
Proceedings of the 5th Annual Workshop on Cyber Security and Information Intelligence Research: Cyber Security and Information Intelligence Challenges and Strategies
An effective sampling method for decision trees considering comprehensibility and accuracy
WSEAS Transactions on Computers
NetPrints: diagnosing home network misconfigurations using shared knowledge
NSDI'09 Proceedings of the 6th USENIX symposium on Networked systems design and implementation
Generalising Symbolic Knowledge in Online Classification and Prediction
Knowledge Acquisition: Approaches, Algorithms and Applications
Decision Tree Learning Using a Bayesian Approach at Each Node
Canadian AI '09 Proceedings of the 22nd Canadian Conference on Artificial Intelligence: Advances in Artificial Intelligence
Active Learning with Automatic Soft Labeling for Induction of Decision Trees
Canadian AI '09 Proceedings of the 22nd Canadian Conference on Artificial Intelligence: Advances in Artificial Intelligence
Knowledge-Rich Data Mining in Financial Risk Detection
ICCS 2009 Proceedings of the 9th International Conference on Computational Science
Weighting Individual Classifiers by Local Within-Class Accuracies
ISNN 2009 Proceedings of the 6th International Symposium on Neural Networks: Advances in Neural Networks - Part II
Improving Ontology Matching Using Meta-level Learning
ESWC 2009 Heraklion Proceedings of the 6th European Semantic Web Conference on The Semantic Web: Research and Applications
A fuzzy classifier based on correlation matrix memories
FS'09 Proceedings of the 10th WSEAS international conference on Fuzzy systems
Electrodes selection for microsleeps detection by classification of EEG spectrograms
ECC'08 Proceedings of the 2nd conference on European computing conference
Coronal loop detection from solar images
Pattern Recognition
Predicting High-level Student Responses Using Conceptual Clustering
Proceedings of the 2005 conference on Towards Sustainable and Scalable Educational Innovations Informed by the Learning Sciences: Sharing Good Practices of Research, Experimentation and Innovation
Learning Tutorial Rules Using Classification Based On Associations
Proceedings of the 2007 conference on Artificial Intelligence in Education: Building Technology Rich Learning Contexts That Work
A Human Activity Aware Learning Mobile Music Player
Proceedings of the 2007 conference on Advances in Ambient Intelligence
Reusing and Composing Habitual Behavior in Video Browsing
Proceedings of the 2008 conference on Information Modelling and Knowledge Bases XIX
Adaptive Web SitesA Knowledge Extraction from Web Data Approach
Proceedings of the 2008 conference on Adaptive Web Sites: A Knowledge Extraction from Web Data Approach
Argument Based Moderation of Benefit Assessment
Proceedings of the 2008 conference on Legal Knowledge and Information Systems: JURIX 2008: The Twenty-First Annual Conference
Using technology transfer to advance automatic lemmatisation for Setswana
AfLaT '09 Proceedings of the First Workshop on Language Technologies for African Languages
Parallel Preprocessing for Classification Problems in Knowledge Discovery Systems
Proceedings of the 2006 conference on Knowledge-Based Software Engineering: Proceedings of the Seventh Joint Conference on Knowledge-Based Software Engineering
Knowledge Base Extraction for Fuzzy Diagnosis of Mental Retardation Level
Proceedings of the 2006 conference on STAIRS 2006: Proceedings of the Third Starting AI Researchers' Symposium
First Steps Towards the Automatic Construction of Argument-Diagrams from Real Discussions
Proceedings of the 2006 conference on Computational Models of Argument: Proceedings of COMMA 2006
Proceedings of the 2005 conference on Multi-Relational Data Mining
Pre-processing Techniques for the QSAR Problem
Proceedings of the 2008 conference on New Trends in Multimedia and Network Information Systems
Evaluation of knowledge bases by means of multi-dimensional OWA operators
Proceedings of the 2005 conference on Artificial Intelligence Research and Development
A Discretization Process in Accordance with a Qualitative Ordered Output
Proceedings of the 2005 conference on Artificial Intelligence Research and Development
Feature Subset Selection for Supervised Learning using Fractal Dimension
Proceedings of the 2005 conference on Advances in Logic Based Intelligent Systems: Selected Papers of LAPTEC 2005
Using Decision Trees to Model an Emotional Attention Mechanism
Proceedings of the 2008 conference on Artificial General Intelligence 2008: Proceedings of the First AGI Conference
Missing or absent? A Question in Cost-sensitive Decision Tree
Proceedings of the 2006 conference on Advances in Intelligent IT: Active Media Technology 2006
Supervised Machine Learning: A Review of Classification Techniques
Proceedings of the 2007 conference on Emerging Artificial Intelligence Applications in Computer Engineering: Real Word AI Systems with Applications in eHealth, HCI, Information Retrieval and Pervasive Technologies
A Classifier Ensemble Approach to Intrusion Detection for Network-Initiated Attacks
Proceedings of the 2007 conference on Emerging Artificial Intelligence Applications in Computer Engineering: Real Word AI Systems with Applications in eHealth, HCI, Information Retrieval and Pervasive Technologies
Chipper --A Novel Algorithm for Concept Description
Proceedings of the 2008 conference on Tenth Scandinavian Conference on Artificial Intelligence: SCAI 2008
On the Dimensions of Data Complexity through Synthetic Data Sets
Proceedings of the 2008 conference on Artificial Intelligence Research and Development: Proceedings of the 11th International Conference of the Catalan Association for Artificial Intelligence
ECUE: A Spam Filter that Uses Machine Learning to Track Concept Drift
Proceedings of the 2006 conference on ECAI 2006: 17th European Conference on Artificial Intelligence August 29 -- September 1, 2006, Riva del Garda, Italy
MTForest: Ensemble Decision Trees based on Multi-Task Learning
Proceedings of the 2008 conference on ECAI 2008: 18th European Conference on Artificial Intelligence
Mining discourse markers for Chinese textual summarization
NAACL-ANLP-AutoSum '00 Proceedings of the 2000 NAACL-ANLP Workshop on Automatic Summarization
Distributed Data Reduction through Agent Collaboration
KES-AMSTA '09 Proceedings of the Third KES International Symposium on Agent and Multi-Agent Systems: Technologies and Applications
Predicting the location of mobile users: a machine learning approach
Proceedings of the 2009 international conference on Pervasive services
Kernel-based relation extraction from investigative data
Proceedings of The Third Workshop on Analytics for Noisy Unstructured Text Data
Noise reduction of hyperspectral data using singular spectral analysis
International Journal of Remote Sensing
Multi-instance clustering with applications to multi-instance prediction
Applied Intelligence
Learning decision tree for ranking
Knowledge and Information Systems
Pareto front feature selection: using genetic programming to explore feature space
Proceedings of the 11th Annual conference on Genetic and evolutionary computation
Genetic programming for protein related text classification
Proceedings of the 11th Annual conference on Genetic and evolutionary computation
IMAD: in-execution malware analysis and detection
Proceedings of the 11th Annual conference on Genetic and evolutionary computation
Exploiting multiple classifier types with active learning
Proceedings of the 11th Annual conference on Genetic and evolutionary computation
An evolutionary approach to constructive induction for link discovery
Proceedings of the 11th Annual Conference Companion on Genetic and Evolutionary Computation Conference: Late Breaking Papers
Learnable evolution model performance impaired by binary tournament survival selection
Proceedings of the 11th Annual Conference Companion on Genetic and Evolutionary Computation Conference: Late Breaking Papers
Intelligent analysis in predicting outcome of out-of-hospital cardiac arrest
Computer Methods and Programs in Biomedicine
Medical diagnostic process optimization through the semantic integration of data resources
Computer Methods and Programs in Biomedicine
Automatic system testing of programs without test oracles
Proceedings of the eighteenth international symposium on Software testing and analysis
From Continuous Behaviour to Discrete Knowledge
IWANN '03 Proceedings of the 7th International Work-Conference on Artificial and Natural Neural Networks: Part II: Artificial Neural Nets Problem Solving Methods
METAL A: a Distributed System for Web Usage Mining
IWANN '03 Proceedings of the 7th International Work-Conference on Artificial and Natural Neural Networks: Part II: Artificial Neural Nets Problem Solving Methods
A Preliminar Analysis of CO2RBFN in Imbalanced Problems
IWANN '09 Proceedings of the 10th International Work-Conference on Artificial Neural Networks: Part I: Bio-Inspired Systems: Computational and Ambient Intelligence
IWANN '09 Proceedings of the 10th International Work-Conference on Artificial Neural Networks: Part I: Bio-Inspired Systems: Computational and Ambient Intelligence
EMORBFN: An Evolutionary Multiobjetive Optimization Algorithm for RBFN Design
IWANN '09 Proceedings of the 10th International Work-Conference on Artificial Neural Networks: Part I: Bio-Inspired Systems: Computational and Ambient Intelligence
Thresholded Neural Networks for Sensitive Industrial Classification Tasks
IWANN '09 Proceedings of the 10th International Work-Conference on Artificial Neural Networks: Part I: Bio-Inspired Systems: Computational and Ambient Intelligence
ECSQARU '09 Proceedings of the 10th European Conference on Symbolic and Quantitative Approaches to Reasoning with Uncertainty
On the Use of Clustering in Possibilistic Decision Tree Induction
ECSQARU '09 Proceedings of the 10th European Conference on Symbolic and Quantitative Approaches to Reasoning with Uncertainty
IWANN '09 Proceedings of the 10th International Work-Conference on Artificial Neural Networks: Part II: Distributed Computing, Artificial Intelligence, Bioinformatics, Soft Computing, and Ambient Assisted Living
Using Data-Mining for Short-Term Rainfall Forecasting
IWANN '09 Proceedings of the 10th International Work-Conference on Artificial Neural Networks: Part II: Distributed Computing, Artificial Intelligence, Bioinformatics, Soft Computing, and Ambient Assisted Living
IWANN '09 Proceedings of the 10th International Work-Conference on Artificial Neural Networks: Part II: Distributed Computing, Artificial Intelligence, Bioinformatics, Soft Computing, and Ambient Assisted Living
IWANN '09 Proceedings of the 10th International Work-Conference on Artificial Neural Networks: Part II: Distributed Computing, Artificial Intelligence, Bioinformatics, Soft Computing, and Ambient Assisted Living
A Learning-Based Model for Musical Data Representation Using Histograms
Computer Music Modeling and Retrieval. Genesis of Meaning in Sound and Music
Rough Ensemble Classifier: A Comparative Study
WILF '09 Proceedings of the 8th International Workshop on Fuzzy Logic and Applications
Learning Fuzzy Systems by a Co-Evolutionary Artificial-Immune-Based Algorithm
WILF '09 Proceedings of the 8th International Workshop on Fuzzy Logic and Applications
Comparison of Bagging and Boosting Algorithms on Sample and Feature Weighting
MCS '09 Proceedings of the 8th International Workshop on Multiple Classifier Systems
Criteria Ensembles in Feature Selection
MCS '09 Proceedings of the 8th International Workshop on Multiple Classifier Systems
Feature Construction and Feature Selection in Presence of Attribute Interactions
HAIS '09 Proceedings of the 4th International Conference on Hybrid Artificial Intelligence Systems
Supervised Classification Algorithms Applied to the Detection of Atmospheric Pollution
IEA/AIE '09 Proceedings of the 22nd International Conference on Industrial, Engineering and Other Applications of Applied Intelligent Systems: Next-Generation Applied Intelligence
IEA/AIE '09 Proceedings of the 22nd International Conference on Industrial, Engineering and Other Applications of Applied Intelligent Systems: Next-Generation Applied Intelligence
RSKT '09 Proceedings of the 4th International Conference on Rough Sets and Knowledge Technology
Hybrid sampling for imbalanced data
Integrated Computer-Aided Engineering - Selected papers from the IEEE Conference on Information Reuse and Integration (IRI), July 13-15, 2008
Feature selection for multi-label naive Bayes classification
Information Sciences: an International Journal
Constructing Associative Classifier Using Rough Sets and Evidence Theory
RSFDGrC '07 Proceedings of the 11th International Conference on Rough Sets, Fuzzy Sets, Data Mining and Granular Computing
Granular Computing and Rough Sets to Generate Fuzzy Rules
ICIAR '09 Proceedings of the 6th International Conference on Image Analysis and Recognition
A survey of computer systems for expressive music performance
ACM Computing Surveys (CSUR)
Analytical features: a knowledge-based approach to audio feature generation
EURASIP Journal on Audio, Speech, and Music Processing
A new method for ranking changes in customer's behavioral patterns in department stores
Proceedings of the 11th International Conference on Electronic Commerce
Constructing an ARP attack detection system with SNMP traffic data mining
Proceedings of the 11th International Conference on Electronic Commerce
MASSON: discovering commonalities in collection of objects using genetic programming
GECCO '96 Proceedings of the 1st annual conference on Genetic and evolutionary computation
Classification using cultural co-evolution and genetic programming
GECCO '96 Proceedings of the 1st annual conference on Genetic and evolutionary computation
VDM-RS: A visual data mining system for exploring and classifying remotely sensed images
Computers & Geosciences
Evolutionary multi-feature construction for data reduction: A case study
Applied Soft Computing
Exploiting an antivirus interface
Computer Standards & Interfaces
Exploiting semantic role resources for preposition disambiguation
Computational Linguistics
On the optimality of probability estimation by random decision trees
AAAI'04 Proceedings of the 19th national conference on Artifical intelligence
Error detection and impact-sensitive instance ranking in noisy datasets
AAAI'04 Proceedings of the 19th national conference on Artifical intelligence
Rapid object recognition from discriminative regions of interest
AAAI'04 Proceedings of the 19th national conference on Artifical intelligence
Occam's Razor and a non-syntactic measure of decision tree complexity
AAAI'04 Proceedings of the 19th national conference on Artifical intelligence
Know thine enemy: a champion robocup coach agent
AAAI'06 proceedings of the 21st national conference on Artificial intelligence - Volume 2
When a decision tree learner has plenty of time
AAAI'06 proceedings of the 21st national conference on Artificial intelligence - Volume 2
Classification spanning private databases
AAAI'06 Proceedings of the 21st national conference on Artificial intelligence - Volume 1
Any time induction of decision trees: an iterative improvement approach
AAAI'06 Proceedings of the 21st national conference on Artificial intelligence - Volume 1
Quantifying the impact of learning algorithm parameter tuning
AAAI'06 Proceedings of the 21st national conference on Artificial intelligence - Volume 1
Thresholding for making classifiers cost-sensitive
AAAI'06 Proceedings of the 21st national conference on Artificial intelligence - Volume 1
Cost-sensitive test strategies
AAAI'06 Proceedings of the 21st national conference on Artificial intelligence - Volume 1
A fast decision tree learning algorithm
AAAI'06 Proceedings of the 21st national conference on Artificial intelligence - Volume 1
Proceedings of the 11th ACM workshop on Multimedia and security
Toward breast cancer survivability prediction models through improving training space
Expert Systems with Applications: An International Journal
TACO-miner: An ant colony based algorithm for rule extraction from trained neural networks
Expert Systems with Applications: An International Journal
ASSESSEVALNLP '99 Proceedings of a Symposium on Computer Mediated Language Assessment and Evaluation in Natural Language Processing
COLING '08 Proceedings of the 22nd International Conference on Computational Linguistics - Volume 1
Malware detection using statistical analysis of byte-level file content
Proceedings of the ACM SIGKDD Workshop on CyberSecurity and Intelligence Informatics
Electronic Nose Ovarian Carcinoma Diagnosis Based on Machine Learning Algorithms
ICDM '09 Proceedings of the 9th Industrial Conference on Advances in Data Mining. Applications and Theoretical Aspects
Data Mining of Agricultural Yield Data: A Comparison of Regression Models
ICDM '09 Proceedings of the 9th Industrial Conference on Advances in Data Mining. Applications and Theoretical Aspects
ICDM '09 Proceedings of the 9th Industrial Conference on Advances in Data Mining. Applications and Theoretical Aspects
Sales Intelligence Using Web Mining
ICDM '09 Proceedings of the 9th Industrial Conference on Advances in Data Mining. Applications and Theoretical Aspects
Integrating Data Mining and Agent Based Modeling and Simulation
ICDM '09 Proceedings of the 9th Industrial Conference on Advances in Data Mining. Applications and Theoretical Aspects
Bid evaluation in combinatorial auctions: optimization and learning
Software—Practice & Experience
An Evolutionary Approach for Object-Based Image Reconstruction Using Learnt Priors
SCIA '09 Proceedings of the 16th Scandinavian Conference on Image Analysis
OcVFDT: one-class very fast decision tree for one-class classification of data streams
Proceedings of the Third International Workshop on Knowledge Discovery from Sensor Data
Concept Drifting Detection on Noisy Streaming Data in Random Ensemble Decision Trees
MLDM '09 Proceedings of the 6th International Conference on Machine Learning and Data Mining in Pattern Recognition
Concept Learning from (Very) Ambiguous Examples
MLDM '09 Proceedings of the 6th International Conference on Machine Learning and Data Mining in Pattern Recognition
A Neural Approach for SME's Credit Risk Analysis in Turkey
MLDM '09 Proceedings of the 6th International Conference on Machine Learning and Data Mining in Pattern Recognition
Modularity in inductively-learned word pronunciation systems
NeMLaP3/CoNLL '98 Proceedings of the Joint Conferences on New Methods in Language Processing and Computational Natural Language Learning
Do not forget: full memory in memory-based learning of word pronunciation
NeMLaP3/CoNLL '98 Proceedings of the Joint Conferences on New Methods in Language Processing and Computational Natural Language Learning
Comparison between tagged corpora for the named entity task
CompareCorpora '00 Proceedings of the Workshop on Comparing Corpora
Corpus-based anaphora resolution towards antecedent preference
CorefApp '99 Proceedings of the Workshop on Coreference and its Applications
Coreference resolution in dialogues in English and Portuguese
CorefApp '99 Proceedings of the Workshop on Coreference and its Applications
Incremental local linear fuzzy classifier in fisher space
EURASIP Journal on Advances in Signal Processing
The Spanish resource grammar: pre-processing strategy and lexical acquisition
DeepLP '07 Proceedings of the Workshop on Deep Linguistic Processing
Towards robust animacy classification using morphosyntactic distributional features
EACL '06 Proceedings of the Eleventh Conference of the European Chapter of the Association for Computational Linguistics: Student Research Workshop
An approach to summarizing short stories
EACL '06 Proceedings of the Eleventh Conference of the European Chapter of the Association for Computational Linguistics: Student Research Workshop
EACL '09 Proceedings of the 12th Conference of the European Chapter of the Association for Computational Linguistics
Speech emotion recognition with TGI+.2 classifier
EACL '09 Proceedings of the 12th Conference of the European Chapter of the Association for Computational Linguistics: Student Research Workshop
Network forensics based on fuzzy logic and expert system
Computer Communications
Feature selection via Boolean independent component analysis
Information Sciences: an International Journal
Using machine learning to refine Category-Partition test specifications and test suites
Information and Software Technology
Two approaches to aspect assignment in an English-Polish machine translation system
EAMT '03 Proceedings of the 7th International EAMT workshop on MT and other Language Technology Tools, Improving MT through other Language Technology Tools: Resources and Tools for Building MT
Towards symbolic mining of images with association rules: Preliminary results on textures
Intelligent Data Analysis - Analysis of Symbolic and Spatial Data
Backward chaining rule induction
Intelligent Data Analysis - Selected papers from IDA2005, Madrid, Spain
Learning from ambiguously labeled examples
Intelligent Data Analysis - Selected papers from IDA2005, Madrid, Spain
Class noise detection using frequent itemsets
Intelligent Data Analysis
Analyzing a class of pseudo-random bit generator through inductive machine learning paradigm
Intelligent Data Analysis
An Extended Comparison of Six Approaches to Discretization - A Rough Set Approach
Fundamenta Informaticae - Fundamentals of Knowledge Technology
Learning Rule Ensembles for Ordinal Classification with Monotonicity Constraints
Fundamenta Informaticae - Fundamentals of Knowledge Technology
A Two-Phase Model for Learning Rules from Incomplete Data
Fundamenta Informaticae - Fundamentals of Knowledge Technology
An Integration of Cloud Transform and Rough Set Theory to Induction of Decision Trees
Fundamenta Informaticae - Fundamentals of Knowledge Technology
FeatureEng '05 Proceedings of the ACL Workshop on Feature Engineering for Machine Learning in Natural Language Processing
Learning from data with uncertain labels by boosting credal classifiers
Proceedings of the 1st ACM SIGKDD Workshop on Knowledge Discovery from Uncertain Data
Using uncertain chemical and thermal data to predict product quality in a casting process
Proceedings of the 1st ACM SIGKDD Workshop on Knowledge Discovery from Uncertain Data
PRIB '09 Proceedings of the 4th IAPR International Conference on Pattern Recognition in Bioinformatics
On the relative value of cross-company and within-company data for defect prediction
Empirical Software Engineering
Comparing data mining methods with logistic regression in childhood obesity prediction
Information Systems Frontiers
Unsupervised models for coreference resolution
EMNLP '08 Proceedings of the Conference on Empirical Methods in Natural Language Processing
Learning the scope of negation in biomedical texts
EMNLP '08 Proceedings of the Conference on Empirical Methods in Natural Language Processing
Prosody-based topic segmentation for Mandarin broadcast news
HLT-NAACL-Short '04 Proceedings of HLT-NAACL 2004: Short Papers
A filter-based approach to detect end-of-utterances from prosody in dialog systems
NAACL-Short '07 Human Language Technologies 2007: The Conference of the North American Chapter of the Association for Computational Linguistics; Companion Volume, Short Papers
NAACL-Short '07 Human Language Technologies 2007: The Conference of the North American Chapter of the Association for Computational Linguistics; Companion Volume, Short Papers
Capturing Social Networking Privacy Preferences
PETS '09 Proceedings of the 9th International Symposium on Privacy Enhancing Technologies
Automatic Classification of Enzyme Family in Protein Annotation
BSB '09 Proceedings of the 4th Brazilian Symposium on Bioinformatics: Advances in Bioinformatics and Computational Biology
Comparing Methods for Multilabel Classification of Proteins Using Machine Learning Techniques
BSB '09 Proceedings of the 4th Brazilian Symposium on Bioinformatics: Advances in Bioinformatics and Computational Biology
A Hybrid Statistical Data Pre-processing Approach for Language-Independent Text Classification
ADMA '09 Proceedings of the 5th International Conference on Advanced Data Mining and Applications
Discovering Knowledge from Multi-relational Data Based on Information Retrieval Theory
ADMA '09 Proceedings of the 5th International Conference on Advanced Data Mining and Applications
ADMA '09 Proceedings of the 5th International Conference on Advanced Data Mining and Applications
ISMM '09 Proceedings of the 9th International Symposium on Mathematical Morphology and Its Application to Signal and Image Processing
Ensembles of Abstaining Classifiers Based on Rule Sets
ISMIS '09 Proceedings of the 18th International Symposium on Foundations of Intelligent Systems
Job Offer Management: How Improve the Ranking of Candidates
ISMIS '09 Proceedings of the 18th International Symposium on Foundations of Intelligent Systems
Context-Based Distance Learning for Categorical Data Clustering
IDA '09 Proceedings of the 8th International Symposium on Intelligent Data Analysis: Advances in Intelligent Data Analysis VIII
Selecting Computer Architectures by Means of Control-Flow-Graph Mining
IDA '09 Proceedings of the 8th International Symposium on Intelligent Data Analysis: Advances in Intelligent Data Analysis VIII
Customer Churn Prediction for Broadband Internet Services
DaWaK '09 Proceedings of the 11th International Conference on Data Warehousing and Knowledge Discovery
Arguing from Experience to Classifying Noisy Data
DaWaK '09 Proceedings of the 11th International Conference on Data Warehousing and Knowledge Discovery
Learning the past tense of English verbs: the symbolic pattern associator vs. connectionist models
Journal of Artificial Intelligence Research
Journal of Artificial Intelligence Research
Interactive knowledge validation and query refinement in CBR
AAAI'05 Proceedings of the 20th national conference on Artificial intelligence - Volume 1
Representing conditional independence using decision trees
AAAI'05 Proceedings of the 20th national conference on Artificial intelligence - Volume 2
Software testing by active learning for commercial games
AAAI'05 Proceedings of the 20th national conference on Artificial intelligence - Volume 2
AAAI'05 Proceedings of the 20th national conference on Artificial intelligence - Volume 2
Learning to prevent failure states for a dynamically balancing robot
AAAI'05 Proceedings of the 20th national conference on Artificial intelligence - Volume 3
Use of expert knowledge for decision tree pruning
AAAI'05 Proceedings of the 20th national conference on Artificial intelligence - Volume 4
SAGA-ML: an active learning system for semi-automated gameplay analysis
AAAI'05 Proceedings of the 20th national conference on Artificial intelligence - Volume 4
Learning causal models for noisy biological data mining: an application to ovarian cancer detection
AAAI'07 Proceedings of the 22nd national conference on Artificial intelligence - Volume 1
Acquiring visibly intelligent behavior with example-guided neuroevolution
AAAI'07 Proceedings of the 22nd national conference on Artificial intelligence - Volume 1
Analyzing reading behavior by blog mining
AAAI'07 Proceedings of the 22nd national conference on Artificial intelligence - Volume 2
Machine learning for automatic mapping of planetary surfaces
IAAI'07 Proceedings of the 19th national conference on Innovative applications of artificial intelligence - Volume 2
COACH: cumulative online algorithm for classification of handwriting deficiencies
IAAI'08 Proceedings of the 20th national conference on Innovative applications of artificial intelligence - Volume 3
Generating useful network-based features for analyzing social networks
AAAI'08 Proceedings of the 23rd national conference on Artificial intelligence - Volume 2
GYDER: maxent metonymy resolution
SemEval '07 Proceedings of the 4th International Workshop on Semantic Evaluations
ILK: machine learning of semantic relations with shallow features and almost no data
SemEval '07 Proceedings of the 4th International Workshop on Semantic Evaluations
Unbiased assessment of learning algorithms
IJCAI'97 Proceedings of the Fifteenth international joint conference on Artifical intelligence - Volume 2
Is nonparametric learning practical in very high dimensional spaces?
IJCAI'97 Proceedings of the Fifteenth international joint conference on Artifical intelligence - Volume 2
Integrating models of discrimination and characterization for learning from examples in open domains
IJCAI'97 Proceedings of the Fifteenth international joint conference on Artifical intelligence - Volume 2
IJCAI'97 Proceedings of the Fifteenth international joint conference on Artifical intelligence - Volume 2
IJCAI'97 Proceedings of the Fifteenth international joint conference on Artifical intelligence - Volume 2
Stacked generalization: when does it work?
IJCAI'97 Proceedings of the Fifteenth international joint conference on Artifical intelligence - Volume 2
Alignment algorithms for learning to read aloud
IJCAI'97 Proceedings of the Fifteenth international joint conference on Artifical intelligence - Volume 2
Discovering interesting holes in data
IJCAI'97 Proceedings of the Fifteenth international joint conference on Artifical intelligence - Volume 2
Minimum splits based discretization for continuous features
IJCAI'97 Proceedings of the Fifteenth international joint conference on Artifical intelligence - Volume 2
On the role of hierarchy for neural network interpretation
IJCAI'97 Proceedings of the Fifteenth international joint conference on Artifical intelligence - Volume 2
Extracting propositions from trained neural networks
IJCAI'97 Proceedings of the Fifteenth international joint conference on Artifical intelligence - Volume 2
Avoiding overfitting with BP-SOM
IJCAI'97 Proceedings of the Fifteenth international joint conference on Artifical intelligence - Volume 2
Machine learning techniques to make computers easier to use
IJCAI'97 Proceedings of the Fifteenth international joint conference on Artifical intelligence - Volume 2
Improving the efficiency of inductive logic programming through the use of query packs
Journal of Artificial Intelligence Research
SMOTE: synthetic minority over-sampling technique
Journal of Artificial Intelligence Research
Wrapper maintenance: a machine learning approach
Journal of Artificial Intelligence Research
Learning when training data are costly: the effect of class distribution on tree induction
Journal of Artificial Intelligence Research
Learning from labeled and unlabeled data: an empirical study across techniques and domains
Journal of Artificial Intelligence Research
Integrating learning from examples into the search for diagnostic policies
Journal of Artificial Intelligence Research
Learning sentence-internal temporal relations
Journal of Artificial Intelligence Research
A comparison of different machine transliteration models
Journal of Artificial Intelligence Research
Closed-loop learning of visual control policies
Journal of Artificial Intelligence Research
NP animacy identification for anaphora resolution
Journal of Artificial Intelligence Research
Induction of first-order decision lists: results on learning the past tense of English verbs
Journal of Artificial Intelligence Research
Learning membership functions in a function-based object recognition system
Journal of Artificial Intelligence Research
Spectrum of variable-random trees
Journal of Artificial Intelligence Research
Anytime induction of low-cost, low-error classifiers: a sampling-based approach
Journal of Artificial Intelligence Research
Improved use of continuous attributes in C4.5
Journal of Artificial Intelligence Research
Iterative optimization and simplification of hierarchical clusterings
Journal of Artificial Intelligence Research
Further experimental evidence against the utility of Occam's razor
Journal of Artificial Intelligence Research
Cue phrase classification using machine learning
Journal of Artificial Intelligence Research
Journal of Artificial Intelligence Research
Adaptive parallel iterative deepening search
Journal of Artificial Intelligence Research
Journal of Artificial Intelligence Research
Journal of Artificial Intelligence Research
Towards adjustable autonomy for the real world
Journal of Artificial Intelligence Research
A system for induction of oblique decision trees
Journal of Artificial Intelligence Research
Operations for learning with graphical models
Journal of Artificial Intelligence Research
Solving multiclass learning problems via error-correcting output codes
Journal of Artificial Intelligence Research
Journal of Artificial Intelligence Research
Rerepresenting and restructuring domain theories: a constructive induction approach
Journal of Artificial Intelligence Research
An analysis of reduced error pruning
Journal of Artificial Intelligence Research
Issues in stacked generalization
Journal of Artificial Intelligence Research
Using case-based reasoning in interpreting unsupervised inductive learning results
IJCAI'97 Proceedings of the 15th international joint conference on Artifical intelligence - Volume 1
Two fielded teams and two experts: a RoboCup challenge response from the trenches
IJCAI'99 Proceedings of the 16th international joint conference on Artifical intelligence - Volume 1
An anthropocentric tool for decision making support
IJCAI'99 Proceedings of the 16th international joint conference on Artifical intelligence - Volume 1
Towards flexible multi-agent decision-making under time pressure
IJCAI'99 Proceedings of the 16th international joint conference on Artifical intelligence - Volume 1
Learning rules for large vocabulary word sense disambiguation
IJCAI'99 Proceedings of the 16th international joint conference on Artificial intelligence - Volume 2
Constructive induction: a version space-based approach
IJCAI'99 Proceedings of the 16th international joint conference on Artificial intelligence - Volume 2
Process-oriented estimation of generalization error
IJCAI'99 Proceedings of the 16th international joint conference on Artificial intelligence - Volume 2
Efficient SQL-querying method for data mining in large data bases
IJCAI'99 Proceedings of the 16th international joint conference on Artificial intelligence - Volume 2
A brief introduction to boosting
IJCAI'99 Proceedings of the 16th international joint conference on Artificial intelligence - Volume 2
Learning and multiagent reasoning for autonomous agents
IJCAI'07 Proceedings of the 20th international joint conference on Artifical intelligence
Representations for action selection learning from real-time observation of task experts
IJCAI'07 Proceedings of the 20th international joint conference on Artifical intelligence
Keep the decision tree and estimate the class probabilities using its decision boundary
IJCAI'07 Proceedings of the 20th international joint conference on Artifical intelligence
Occam's razor just got sharper
IJCAI'07 Proceedings of the 20th international joint conference on Artifical intelligence
Real boosting a la carte with an application to boosting oblique decision trees
IJCAI'07 Proceedings of the 20th international joint conference on Artifical intelligence
Constructing new and better evaluation measures for machine learning
IJCAI'07 Proceedings of the 20th international joint conference on Artifical intelligence
Grounding abstractions in predictive state representations
IJCAI'07 Proceedings of the 20th international joint conference on Artifical intelligence
Concept sampling: towards systematic selection in large-scale mixed concepts in machine learning
IJCAI'07 Proceedings of the 20th international joint conference on Artifical intelligence
Using focal point learning to improve tactic coordination in human-machine interactions
IJCAI'07 Proceedings of the 20th international joint conference on Artifical intelligence
Shallow semantics for coreference resolution
IJCAI'07 Proceedings of the 20th international joint conference on Artifical intelligence
Understanding neural networks via rule extraction
IJCAI'95 Proceedings of the 14th international joint conference on Artificial intelligence - Volume 1
GR2: a hybrid knowledge-based system using general rules
IJCAI'95 Proceedings of the 14th international joint conference on Artificial intelligence - Volume 1
A novelty detection approach to classification
IJCAI'95 Proceedings of the 14th international joint conference on Artificial intelligence - Volume 1
IJCAI'95 Proceedings of the 14th international joint conference on Artificial intelligence - Volume 1
Assessing prosodic and text features for segmentation of Mandarin broadcast news
SpeechIR '04 Proceedings of the Workshop on Interdisciplinary Approaches to Speech Indexing and Retrieval at HLT-NAACL 2004
SMO'09 Proceedings of the 9th WSEAS international conference on Simulation, modelling and optimization
A program that acquires how to solve problems in mathematics
ICCOMP'09 Proceedings of the WSEAES 13th international conference on Computers
A Program that acquires how to execute statements
ICCOMP'09 Proceedings of the WSEAES 13th international conference on Computers
Making sense of Japanese relative clause constructions
TextMean '04 Proceedings of the 2nd Workshop on Text Meaning and Interpretation
Carsim: a system to visualize written road accident reports as animated 3D scenes
TextMean '04 Proceedings of the 2nd Workshop on Text Meaning and Interpretation
Discovering company revenue relations from news: A network approach
Decision Support Systems
Specializing for predicting obesity and its co-morbidities
Journal of Biomedical Informatics
Applying data mining to explore the risk factors of parenting stress
Expert Systems with Applications: An International Journal
OWA rough set model for forecasting the revenues growth rate of the electronic industry
Expert Systems with Applications: An International Journal
Malicious web content detection by machine learning
Expert Systems with Applications: An International Journal
Exploiting named entity taggers in a second language
ACLstudent '05 Proceedings of the ACL Student Research Workshop
Troika - An improved stacking schema for classification tasks
Information Sciences: an International Journal
Recognizing entailment in intelligent tutoring systems*
Natural Language Engineering
Automated generation of graphic sketches by example
IJCAI'03 Proceedings of the 18th international joint conference on Artificial intelligence
Constructing diverse classifier ensembles using artificial training examples
IJCAI'03 Proceedings of the 18th international joint conference on Artificial intelligence
Skewing: an efficient alternative to lookahead for decision tree induction
IJCAI'03 Proceedings of the 18th international joint conference on Artificial intelligence
Inducing criteria for lexicalization parts of speech using the Cyc KB
IJCAI'03 Proceedings of the 18th international joint conference on Artificial intelligence
Feature selection for fast speech emotion recognition
MM '09 Proceedings of the 17th ACM international conference on Multimedia
All-word prediction as the ultimate confusable disambiguation
CHSLP '06 Proceedings of the Workshop on Computationally Hard Problems and Joint Inference in Speech and Language Processing
Classification errors in a domain-independent assessment system
EANL '08 Proceedings of the Third Workshop on Innovative Use of NLP for Building Educational Applications
Morphology vs. syntax in adjective class acquisition
DeepLA '05 Proceedings of the ACL-SIGLEX Workshop on Deep Lexical Acquisition
Agent-Based Security System for User Verification
WI-IAT '09 Proceedings of the 2009 IEEE/WIC/ACM International Joint Conference on Web Intelligence and Intelligent Agent Technology - Volume 03
From "Dango" to "Japanese Cakes": Query Reformulation Models and Patterns
WI-IAT '09 Proceedings of the 2009 IEEE/WIC/ACM International Joint Conference on Web Intelligence and Intelligent Agent Technology - Volume 01
User Insisted Redistribution of Belief in Hierarchical Classification Spaces
WI-IAT '09 Proceedings of the 2009 IEEE/WIC/ACM International Joint Conference on Web Intelligence and Intelligent Agent Technology - Volume 02
Leveraging Users for Efficient Interruption Management in Agent-User Systems
WI-IAT '09 Proceedings of the 2009 IEEE/WIC/ACM International Joint Conference on Web Intelligence and Intelligent Agent Technology - Volume 02
3D Face Recognition Using Multiview Keypoint Matching
AVSS '09 Proceedings of the 2009 Sixth IEEE International Conference on Advanced Video and Signal Based Surveillance
A program that acquires how to solve problems in mathematics
WSEAS Transactions on Computers
Recognizing child's emotional state in problem-solving child-machine interactions
Proceedings of the 2nd Workshop on Child, Computer and Interaction
Content-based image retrieval using visually significant point features
Fuzzy Sets and Systems
Genetic algorithm based selective neural network ensemble
IJCAI'01 Proceedings of the 17th international joint conference on Artificial intelligence - Volume 2
Using text classifiers for numerical classification
IJCAI'01 Proceedings of the 17th international joint conference on Artificial intelligence - Volume 2
Active learning for class probability estimation and ranking
IJCAI'01 Proceedings of the 17th international joint conference on Artificial intelligence - Volume 2
Mining soft-matching rules from textual data
IJCAI'01 Proceedings of the 17th international joint conference on Artificial intelligence - Volume 2
minimizing dialog length in interactive case-based reasoning
IJCAI'01 Proceedings of the 17th international joint conference on Artificial intelligence - Volume 2
Keyword spices: a new method for building domain-specific web search engines
IJCAI'01 Proceedings of the 17th international joint conference on Artificial intelligence - Volume 2
Ranking cases with decision trees: a geometric method that preserves intelligibility
IJCAI'05 Proceedings of the 19th international joint conference on Artificial intelligence
Fast and complete symbolic plan recognition
IJCAI'05 Proceedings of the 19th international joint conference on Artificial intelligence
Learning coordination classifiers
IJCAI'05 Proceedings of the 19th international joint conference on Artificial intelligence
Learning with labeled sessions
IJCAI'05 Proceedings of the 19th international joint conference on Artificial intelligence
A novel approach to model generation for heterogeneous data classification
IJCAI'05 Proceedings of the 19th international joint conference on Artificial intelligence
ROCCER: an algorithm for rule learning based on ROC analysis
IJCAI'05 Proceedings of the 19th international joint conference on Artificial intelligence
Automatic text-to-scene conversion in the traffic accident domain
IJCAI'05 Proceedings of the 19th international joint conference on Artificial intelligence
A machine learning approach to identification and resolution of one-anaphora
IJCAI'05 Proceedings of the 19th international joint conference on Artificial intelligence
Predicting Effectiveness of Automatic Testing Tools
ASE '08 Proceedings of the 2008 23rd IEEE/ACM International Conference on Automated Software Engineering
Oversearching and layered search in empirical learning
IJCAI'95 Proceedings of the 14th international joint conference on Artificial intelligence - Volume 2
Flexibly exploiting prior knowledge in empirical learning
IJCAI'95 Proceedings of the 14th international joint conference on Artificial intelligence - Volume 2
Using decision trees for conference resolution
IJCAI'95 Proceedings of the 14th international joint conference on Artificial intelligence - Volume 2
IJCAI'95 Proceedings of the 14th international joint conference on Artificial intelligence - Volume 2
Constructing nominal X-of-N attributes
IJCAI'95 Proceedings of the 14th international joint conference on Artificial intelligence - Volume 2
Oblivious decision trees graphs and top down pruning
IJCAI'95 Proceedings of the 14th international joint conference on Artificial intelligence - Volume 2
A study of cross-validation and bootstrap for accuracy estimation and model selection
IJCAI'95 Proceedings of the 14th international joint conference on Artificial intelligence - Volume 2
Rule induction and instance-based learning a unified approach
IJCAI'95 Proceedings of the 14th international joint conference on Artificial intelligence - Volume 2
Soft computing for automated surface quality analysis of exterior car body panels
Applied Soft Computing
On learning algorithm selection for classification
Applied Soft Computing
An e-mail analysis method based on text mining techniques
Applied Soft Computing
The complexity of theory revision
Artificial Intelligence
Top-down induction of first-order logical decision trees
Artificial Intelligence
Log file analysis for disengagement detection in e-Learning environments
User Modeling and User-Adapted Interaction
Choosing words in computer-generated weather forecasts
Artificial Intelligence - Special volume on connecting language to the world
Machine learning in prognosis of the femoral neck fracture recovery
Artificial Intelligence in Medicine
Don't care values in induction
Artificial Intelligence in Medicine
Learning from imbalanced data in surveillance of nosocomial infection
Artificial Intelligence in Medicine
Artificial Intelligence in Medicine
Predicting breast cancer survivability: a comparison of three data mining methods
Artificial Intelligence in Medicine
Artificial Intelligence in Medicine
Challenging statistical classification for operational usage: the ADSL case
Proceedings of the 9th ACM SIGCOMM conference on Internet measurement conference
Scalable proximity estimation and link prediction in online social networks
Proceedings of the 9th ACM SIGCOMM conference on Internet measurement conference
Proceedings of the 2009 International Conference on Hybrid Information Technology
Sampling scheme for better RBF network
Proceedings of the 2009 International Conference on Hybrid Information Technology
Intelligent service reasoning model using data mining
Proceedings of the 2009 International Conference on Hybrid Information Technology
Data & Knowledge Engineering
Proceedings of the 18th ACM conference on Information and knowledge management
Interpretable and reconfigurable clustering of document datasets by deriving word-based rules
Proceedings of the 18th ACM conference on Information and knowledge management
Identifying interesting assertions from the web
Proceedings of the 18th ACM conference on Information and knowledge management
The effect of negation on sentiment analysis and retrieval effectiveness
Proceedings of the 18th ACM conference on Information and knowledge management
Unique classifier selection approach for bagging algorithm
ISC '07 Proceedings of the 10th IASTED International Conference on Intelligent Systems and Control
An ensemble method using hybrid real-coded genetic algorithm with pruning (HRGA/PR)
PDCS '07 Proceedings of the 19th IASTED International Conference on Parallel and Distributed Computing and Systems
Accuracy of intelligent medical systems
Computer Methods and Programs in Biomedicine
Knowledge discovery with classification rules in a cardiovascular dataset
Computer Methods and Programs in Biomedicine
MiTAP text and audio processing for bio-security: a case study
IAAI'02 Proceedings of the 14th conference on Innovative applications of artificial intelligence - Volume 1
Fuzzy-UCS: a Michigan-style learning fuzzy-classifier system for supervised learning
IEEE Transactions on Evolutionary Computation
IEEE Transactions on Information Technology in Biomedicine
Multivariate classification of urine metabolome profiles for breast cancer diagnosis
Proceedings of the third international workshop on Data and text mining in bioinformatics
On privacy preservation in text and document-based active learning for named entity recognition
Proceedings of the ACM first international workshop on Privacy and anonymity for very large databases
Predicting the outcome of patients with subarachnoid hemorrhage using machine learning techniques
IEEE Transactions on Information Technology in Biomedicine - Special section on computational intelligence in medical systems
A framework for context sensitive services: A knowledge discovery based approach
Decision Support Systems
Identity disclosure protection: A data reconstruction approach for privacy-preserving data mining
Decision Support Systems
Machine learning-based prefetch optimization for data center applications
Proceedings of the Conference on High Performance Computing Networking, Storage and Analysis
Improving parsing accuracy by combining diverse dependency parsers
Parsing '05 Proceedings of the Ninth International Workshop on Parsing Technology
SigDIAL '06 Proceedings of the 7th SIGdial Workshop on Discourse and Dialogue
Challenges in evaluating summaries of short stories
SumQA '06 Proceedings of the Workshop on Task-Focused Summarization and Question Answering
General criteria on building decision trees for data classification
Proceedings of the 2nd International Conference on Interaction Sciences: Information Technology, Culture and Human
An empirical improvement of the accuracy of RBF networks
Proceedings of the 2nd International Conference on Interaction Sciences: Information Technology, Culture and Human
Human-machine interaction issues in quality control based on online image classification
IEEE Transactions on Systems, Man, and Cybernetics, Part A: Systems and Humans
Evolutionary sampling and software quality modeling of high-assurance systems
IEEE Transactions on Systems, Man, and Cybernetics, Part A: Systems and Humans
Improving generalization of fuzzy IF-THEN rules by maximizing fuzzy entropy
IEEE Transactions on Fuzzy Systems
FR3: a fuzzy rule learner for inducing reliable classifiers
IEEE Transactions on Fuzzy Systems
Effectiveness of web search results for genre and sentiment classification
Journal of Information Science
Classification Using Intelligent Approaches. An Example in Social Assistance
Proceedings of the 2009 conference on Artificial Intelligence Research and Development: Proceedings of the 12th International Conference of the Catalan Association for Artificial Intelligence
k-norm misclassification rate estimation for decision trees
ASC '07 Proceedings of The Eleventh IASTED International Conference on Artificial Intelligence and Soft Computing
Credit rating by hybrid machine learning techniques
Applied Soft Computing
A pattern-based outlier detection method identifying abnormal attributes in software project data
Information and Software Technology
An effort prediction framework for software defect correction
Information and Software Technology
Multiple information sources cooperative learning
IJCAI'09 Proceedings of the 21st international jont conference on Artifical intelligence
A decision-tree-based symbolic rule induction system for text categorization
IBM Systems Journal
Applying machine learning to automated information graphics generation
IBM Systems Journal
Feature selection for aiding glass forensic evidence analysis
Intelligent Data Analysis
Bariatric surgery performance: A predictive informatics case study
Intelligent Data Analysis
An ensemble approach applied to classify spam e-mails
Expert Systems with Applications: An International Journal
A hybrid forecast marketing timing model based on probabilistic neural network, rough set and C4.5
Expert Systems with Applications: An International Journal
Mechanical equipment fault diagnosis based on redundant second generation wavelet packet transform
Digital Signal Processing
A hybrid plan recognition model for Alzheimer's patients: Interleaved-erroneous dilemma
Web Intelligence and Agent Systems
Description-based design of melodies
Computer Music Journal
Nearest prototype classification of noisy data
Artificial Intelligence Review
A survey of online failure prediction methods
ACM Computing Surveys (CSUR)
Improving a rule evaluation support method based on objective indices
International Journal of Advanced Intelligence Paradigms
International Journal of Advanced Intelligence Paradigms
An interface for medical diagnosis support: from the viewpoint of chance discovery
International Journal of Advanced Intelligence Paradigms
Classification Using Intelligent Approaches. An Example in Social Assistance
Proceedings of the 2009 conference on Artificial Intelligence Research and Development: Proceedings of the 12th International Conference of the Catalan Association for Artificial Intelligence
An empirical study on bug assignment automation using Chinese bug data
ESEM '09 Proceedings of the 2009 3rd International Symposium on Empirical Software Engineering and Measurement
Informating HRM: a comparison of data querying and data mining
International Journal of Business Information Systems
Decision-tree induction to detect clinical mastitis with automatic milking
Computers and Electronics in Agriculture
A hybrid approach for efficient ensembles
Decision Support Systems
International Journal of Computational Intelligence in Bioinformatics and Systems Biology
Application of machine learning approaches on quantitative structure activity relationships
CIBCB'09 Proceedings of the 6th Annual IEEE conference on Computational Intelligence in Bioinformatics and Computational Biology
CIBCB'09 Proceedings of the 6th Annual IEEE conference on Computational Intelligence in Bioinformatics and Computational Biology
Fault detection in IP-based process control networks using data mining
IM'09 Proceedings of the 11th IFIP/IEEE international conference on Symposium on Integrated Network Management
IRI'09 Proceedings of the 10th IEEE international conference on Information Reuse & Integration
A maximum entropy approach to chinese grapheme-to-phoneme conversion
IRI'09 Proceedings of the 10th IEEE international conference on Information Reuse & Integration
CEC'09 Proceedings of the Eleventh conference on Congress on Evolutionary Computation
Adaptive genetic programming for dynamic classification problems
CEC'09 Proceedings of the Eleventh conference on Congress on Evolutionary Computation
Dynamic split-point selection method for decision tree evolved by gene expression programming
CEC'09 Proceedings of the Eleventh conference on Congress on Evolutionary Computation
Distributed genetic algorithm using automated adaptive migration
CEC'09 Proceedings of the Eleventh conference on Congress on Evolutionary Computation
Using genetic programming to obtain implicit diversity
CEC'09 Proceedings of the Eleventh conference on Congress on Evolutionary Computation
Mining multi-class datasets using genetic relation algorithm for rule reduction
CEC'09 Proceedings of the Eleventh conference on Congress on Evolutionary Computation
A novel two level evolutionary approach for classification rules extraction
CEC'09 Proceedings of the Eleventh conference on Congress on Evolutionary Computation
Compilation of specialized comparable corpora in French and Japanese
BUCC '09 Proceedings of the 2nd Workshop on Building and Using Comparable Corpora: from Parallel to Non-parallel Corpora
Evaluation of a Classification Rule Mining Algorithm Based on Secondary Differences
KES '09 Proceedings of the 13th International Conference on Knowledge-Based and Intelligent Information and Engineering Systems: Part II
KES '09 Proceedings of the 13th International Conference on Knowledge-Based and Intelligent Information and Engineering Systems: Part II
An Empirical Study on Several Classification Algorithms and Their Improvements
ISICA '09 Proceedings of the 4th International Symposium on Advances in Computation and Intelligence
A Non-sequential Representation of Sequential Data for Churn Prediction
KES '09 Proceedings of the 13th International Conference on Knowledge-Based and Intelligent Information and Engineering Systems: Part I
Building Decision Trees to Identify the Intent of a User Query
KES '09 Proceedings of the 13th International Conference on Knowledge-Based and Intelligent Information and Engineering Systems: Part I
Bidirectional Clustering of MLP Weights for Finding Nominally Conditioned Polynomials
ICANN '09 Proceedings of the 19th International Conference on Artificial Neural Networks: Part II
A Hybrid Evolutionary Approach for the Protein Classification Problem
ICCCI '09 Proceedings of the 1st International Conference on Computational Collective Intelligence. Semantic Web, Social Networks and Multiagent Systems
MICCLLR: Multiple-Instance Learning Using Class Conditional Log Likelihood Ratio
DS '09 Proceedings of the 12th International Conference on Discovery Science
Towards an Ontology of Data Mining Investigations
DS '09 Proceedings of the 12th International Conference on Discovery Science
Computing a Comprehensible Model for Spam Filtering
DS '09 Proceedings of the 12th International Conference on Discovery Science
SpamTerminator: A Personal Anti-spam Add-In for Outlook
AMT '09 Proceedings of the 5th International Conference on Active Media Technology
Averaged Naive Bayes Trees: A New Extension of AODE
ACML '09 Proceedings of the 1st Asian Conference on Machine Learning: Advances in Machine Learning
RBDT-1: A New Rule-Based Decision Tree Generation Technique
RuleML '09 Proceedings of the 2009 International Symposium on Rule Interchange and Applications
Learning Semantic Query Suggestions
ISWC '09 Proceedings of the 8th International Semantic Web Conference
Mobile Context Provider for Social Networking
OTM '09 Proceedings of the Confederated International Workshops and Posters on On the Move to Meaningful Internet Systems: ADI, CAMS, EI2N, ISDE, IWSSA, MONET, OnToContent, ODIS, ORM, OTM Academy, SWWS, SEMELS, Beyond SAWSDL, and COMBEK 2009
Pigmented Skin Lesions Classification Using Dermatoscopic Images
CIARP '09 Proceedings of the 14th Iberoamerican Conference on Pattern Recognition: Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications
Scaling Up the Accuracy of Bayesian Network Classifiers by M-Estimate
ICIC '07 Proceedings of the 3rd International Conference on Intelligent Computing: Advanced Intelligent Computing Theories and Applications. With Aspects of Artificial Intelligence
Bearing Diagnosis Using Time-Domain Features and Decision Tree
ICIC '07 Proceedings of the 3rd International Conference on Intelligent Computing: Advanced Intelligent Computing Theories and Applications. With Aspects of Artificial Intelligence
Kernel-Based Learning for Domain-Specific Relation Extraction
AI*IA '09: Proceedings of the XIth International Conference of the Italian Association for Artificial Intelligence Reggio Emilia on Emergent Perspectives in Artificial Intelligence
An Expert System Based Approach to Modeling and Selecting Requirement Engineering Techniques
WISM '09 Proceedings of the International Conference on Web Information Systems and Mining
Protein Fold Prediction Problem Using Ensemble of Classifiers
ICONIP '09 Proceedings of the 16th International Conference on Neural Information Processing: Part II
Intelligent Music Playlist Recommendation Based on User Daily Behavior and Music Content
PCM '09 Proceedings of the 10th Pacific Rim Conference on Multimedia: Advances in Multimedia Information Processing
Innovation Game as a Tool of Chance Discovery
RSFDGrC '09 Proceedings of the 12th International Conference on Rough Sets, Fuzzy Sets, Data Mining and Granular Computing
An Improved Cluster Oriented Fuzzy Decision Trees
RSFDGrC '09 Proceedings of the 12th International Conference on Rough Sets, Fuzzy Sets, Data Mining and Granular Computing
Expert Systems with Applications: An International Journal
Expert Systems with Applications: An International Journal
A novel measure for evaluating classifiers
Expert Systems with Applications: An International Journal
EMNLP '09 Proceedings of the 2009 Conference on Empirical Methods in Natural Language Processing: Volume 2 - Volume 2
A collaborative speech enhancement approach for speech recognition in motorcycle environment
DSP'09 Proceedings of the 16th international conference on Digital Signal Processing
Hybrid approaches for classification under information acquisition cost constraint
Decision Support Systems
A scalable decision tree system and its application in pattern recognition and intrusion detection
Decision Support Systems
DensityRank: a novel feature ranking method based on kernel estimation
IJCNN'09 Proceedings of the 2009 international joint conference on Neural Networks
A new supervised local modelling classifier based on information theory
IJCNN'09 Proceedings of the 2009 international joint conference on Neural Networks
Using default ARTMAP for cancer classification with microRNA expression signatures
IJCNN'09 Proceedings of the 2009 international joint conference on Neural Networks
IJCNN'09 Proceedings of the 2009 international joint conference on Neural Networks
Improving rule extraction from neural networks by modifying hidden layer representations
IJCNN'09 Proceedings of the 2009 international joint conference on Neural Networks
Random subspaces of the instance and principal component spaces for ensembles
IJCNN'09 Proceedings of the 2009 international joint conference on Neural Networks
Model reduction of neural network trees based on dimensionality reduction
IJCNN'09 Proceedings of the 2009 international joint conference on Neural Networks
IJCNN'09 Proceedings of the 2009 international joint conference on Neural Networks
IJCNN'09 Proceedings of the 2009 international joint conference on Neural Networks
Data classification with a generalized Gaussian components based density estimation algorithm
IJCNN'09 Proceedings of the 2009 international joint conference on Neural Networks
Pareto-optimal patterns in logical analysis of data
Discrete Applied Mathematics
Language models for contextual error detection and correction
CLAGI '09 Proceedings of the EACL 2009 Workshop on Computational Linguistic Aspects of Grammatical Inference
Adaptive Detection of Design Flaws
Electronic Notes in Theoretical Computer Science (ENTCS)
Automatically classifying case texts and predicting outcomes
Artificial Intelligence and Law
Towards a portable intelligent facial expression recognizer
Intelligent Decision Technologies
Semantic role labeling using lexical statistical information
CONLL '05 Proceedings of the Ninth Conference on Computational Natural Language Learning
The use of data mining and neural networks for forecasting stock market returns
Expert Systems with Applications: An International Journal
Customer-adapted coupon targeting using feature selection
Expert Systems with Applications: An International Journal
INLG '08 Proceedings of the Fifth International Natural Language Generation Conference
Comparison of classification and ranking approaches to pronominal anaphora resolution in Czech
SIGDIAL '09 Proceedings of the SIGDIAL 2009 Conference: The 10th Annual Meeting of the Special Interest Group on Discourse and Dialogue
Fuzzy-rough data reduction with ant colony optimization
Fuzzy Sets and Systems
Semi-supervised learning in knowledge discovery
Fuzzy Sets and Systems
Fuzzy methods in machine learning and data mining: Status and prospects
Fuzzy Sets and Systems
Adapting the CBA algorithm by means of intensity of implication
Information Sciences: an International Journal
Decision tree learning with fuzzy labels
Information Sciences: an International Journal
Adherence clustering: an efficient method for mining market-basket clusters
Information Systems
Design of nearest neighbor classifiers: multi-objective approach
International Journal of Approximate Reasoning
Upper entropy of credal sets. Applications to credal classification
International Journal of Approximate Reasoning
Decreasing time response of e-Learning platforms by expertise acquisition
EuroIMSA '08 Proceedings of the IASTED International Conference on Internet and Multimedia Systems and Applications
Artificial Intelligence Review
Information Sciences: an International Journal
A novel dual neuro-fuzzy system approach for large-scale knowledge consolidation
FUZZ-IEEE'09 Proceedings of the 18th international conference on Fuzzy Systems
Elgasir: an algorithm for creating fuzzy regression trees
FUZZ-IEEE'09 Proceedings of the 18th international conference on Fuzzy Systems
Improved mining of software complexity data on evolutionary filtered training sets
WSEAS Transactions on Information Science and Applications
On the Importance of Comprehensible Classification Models for Protein Function Prediction
IEEE/ACM Transactions on Computational Biology and Bioinformatics (TCBB)
A data mining approach to strategy prediction
CIG'09 Proceedings of the 5th international conference on Computational Intelligence and Games
Learning a context-aware weapon selection policy for unreal tournament III
CIG'09 Proceedings of the 5th international conference on Computational Intelligence and Games
Monitoring and analyzing influential factors of business process performance
EDOC'09 Proceedings of the 13th IEEE international conference on Enterprise Distributed Object Computing
Automatically identifying targets users interact with during real world tasks
Proceedings of the 15th international conference on Intelligent user interfaces
Improving software-quality predictions with data sampling and boosting
IEEE Transactions on Systems, Man, and Cybernetics, Part A: Systems and Humans
Why fuzzy decision trees are good rankers
IEEE Transactions on Fuzzy Systems
Machine learning support for kidney transplantation decision making
ISB '10 Proceedings of the International Symposium on Biocomputing
WBE '08 Proceedings of the Seventh IASTED International Conference on Web-based Education
Advances in Artificial Intelligence
Diagnosis of recurrent faults using log files
CASCON '09 Proceedings of the 2009 Conference of the Center for Advanced Studies on Collaborative Research
Computational Linguistics
Machine learning despite unknown classes
SMC'09 Proceedings of the 2009 IEEE international conference on Systems, Man and Cybernetics
Cognitive styles and web-based instruction: field dependent/independent vs. Holist/Serialist
SMC'09 Proceedings of the 2009 IEEE international conference on Systems, Man and Cybernetics
Violent web images classification based on MPEG7 color descriptors
SMC'09 Proceedings of the 2009 IEEE international conference on Systems, Man and Cybernetics
Forecasting electronic industry EPS Using an integrated ANFIS model
SMC'09 Proceedings of the 2009 IEEE international conference on Systems, Man and Cybernetics
Interactive visual summarization of multidimensional data
SMC'09 Proceedings of the 2009 IEEE international conference on Systems, Man and Cybernetics
Induction of compact neural network trees through centroid based dimensionality reduction
SMC'09 Proceedings of the 2009 IEEE international conference on Systems, Man and Cybernetics
Ads-portal domains: Identification and measurements
ACM Transactions on the Web (TWEB)
Adaptive Stream Mining: Pattern Learning and Mining from Evolving Data Streams
Proceedings of the 2010 conference on Adaptive Stream Mining: Pattern Learning and Mining from Evolving Data Streams
Towards incremental classifier fusion
Intelligent Data Analysis
Evolutionary data analysis for the class imbalance problem
Intelligent Data Analysis
GA-stacking: Evolutionary stacked generalization
Intelligent Data Analysis
Learning human multimodal dialogue strategies
Natural Language Engineering
The Knowledge Engineering Review
Personalizing internet information services: passive filtering and active retrieval
International Journal of Computers and Applications
Improving user verification by implementing an agent-based security system
Journal of Ambient Intelligence and Smart Environments
Selective costing ensemble for handling imbalanced data sets
International Journal of Hybrid Intelligent Systems
A detailed analysis of the KDD CUP 99 data set
CISDA'09 Proceedings of the Second IEEE international conference on Computational intelligence for security and defense applications
Machine learning based encrypted traffic classification: identifying SSH and skype
CISDA'09 Proceedings of the Second IEEE international conference on Computational intelligence for security and defense applications
PADUA: a protocol for argumentation dialogue using association rules
Artificial Intelligence and Law
Boosting with pairwise constraints
Neurocomputing
A case-based technique for tracking concept drift in spam filtering
Knowledge-Based Systems
Measuring similarity in feature space of knowledge entailed by two separate rule sets
Knowledge-Based Systems
A study of the effect of different types of noise on the precision of supervised learning techniques
Artificial Intelligence Review
Privacy Preserving Categorical Data Analysis with Unknown Distortion Parameters
Transactions on Data Privacy
Aspects in Information Modelling and Knowledge Bases Research
Proceedings of the 2010 conference on Information Modelling and Knowledge Bases XXI
A multiple classifier approach to detect Chinese character recognition errors
Pattern Recognition
On the discovery of subsumption relations for the alignment of ontologies
Web Semantics: Science, Services and Agents on the World Wide Web
Prototype selection algorithms for distributed learning
Pattern Recognition
Privacy-preserving data publishing: A survey of recent developments
ACM Computing Surveys (CSUR)
Expert Systems with Applications: An International Journal
A tabu search with an oscillation strategy for the discriminant analysis problem
Computers and Operations Research
Fuzzy decision tree function approximation in reinforcement learning
International Journal of Artificial Intelligence and Soft Computing
Testing terrorism theory with data mining
International Journal of Data Analysis Techniques and Strategies
CSNL: A cost-sensitive non-linear decision tree algorithm
ACM Transactions on Knowledge Discovery from Data (TKDD)
Information Sciences: an International Journal
Exploiting Product Distributions to Identify Relevant Variables of Correlation Immune Functions
The Journal of Machine Learning Research
An Investigation of Missing Data Methods for Classification Trees Applied to Binary Response Data
The Journal of Machine Learning Research
Implementation of dictionaries via automata and decision trees
CIAA'02 Proceedings of the 7th international conference on Implementation and application of automata
Bounding the population size in XCS to ensure reproductive opportunities
GECCO'03 Proceedings of the 2003 international conference on Genetic and evolutionary computation: PartII
Interactive visual decision tree classification
HCI'07 Proceedings of the 12th international conference on Human-computer interaction: interaction platforms and techniques
Evaluating hybrid versus data-driven coreference resolution
DAARC'07 Proceedings of the 6th discourse anaphora and anaphor resolution conference on Anaphora: analysis, algorithms and applications
"Who are we talking about?" tracking the referent in a question answering series
DAARC'07 Proceedings of the 6th discourse anaphora and anaphor resolution conference on Anaphora: analysis, algorithms and applications
Feature selection algorithms to improve documents' classification performance
AWIC'03 Proceedings of the 1st international Atlantic web intelligence conference on Advances in web intelligence
Evolutionary rule generation classification and its application to multi-class data
ICCS'03 Proceedings of the 2003 international conference on Computational science
Clause boundary recognition using support vector machines
PRICAI'06 Proceedings of the 9th Pacific Rim international conference on Artificial intelligence
PRICAI'06 Proceedings of the 9th Pacific Rim international conference on Artificial intelligence
Causal difference detection using Bayesian networks
PRICAI'06 Proceedings of the 9th Pacific Rim international conference on Artificial intelligence
Product control system using rfid tag information and data mining
ICUCT'06 Proceedings of the 1st international conference on Ubiquitous convergence technology
RECOMB'05 Proceedings of the 2005 joint annual satellite conference on Systems biology and regulatory genomics
IFSA'03 Proceedings of the 10th international fuzzy systems association World Congress conference on Fuzzy sets and systems
Collaborative junk e-mail filtering based on multi-agent systems
HSI'03 Proceedings of the 2nd international conference on Human.society@internet
Learning multi-label alternating decision trees from texts and data
MLDM'03 Proceedings of the 3rd international conference on Machine learning and data mining in pattern recognition
Khiops: a discretization method of continuous attributes with guaranteed resistance to noise
MLDM'03 Proceedings of the 3rd international conference on Machine learning and data mining in pattern recognition
A comparative analysis of clustering algorithms applied to load profiling
MLDM'03 Proceedings of the 3rd international conference on Machine learning and data mining in pattern recognition
MLDM'03 Proceedings of the 3rd international conference on Machine learning and data mining in pattern recognition
Learning a model of a web user's interests
UM'03 Proceedings of the 9th international conference on User modeling
EMO'03 Proceedings of the 2nd international conference on Evolutionary multi-criterion optimization
A closer look at boosted image retrieval
CIVR'03 Proceedings of the 2nd international conference on Image and video retrieval
Discovering temporal/causal rules: a comparison of methods
AI'03 Proceedings of the 16th Canadian society for computational studies of intelligence conference on Advances in artificial intelligence
AUC: a better measure than accuracy in comparing learning algorithms
AI'03 Proceedings of the 16th Canadian society for computational studies of intelligence conference on Advances in artificial intelligence
AI'03 Proceedings of the 16th Canadian society for computational studies of intelligence conference on Advances in artificial intelligence
Combining case-based and model-based reasoning for predicting the outcome of legal cases
ICCBR'03 Proceedings of the 5th international conference on Case-based reasoning: Research and Development
An evaluation of the usefulness of case-based explanation
ICCBR'03 Proceedings of the 5th international conference on Case-based reasoning: Research and Development
ICCBR'03 Proceedings of the 5th international conference on Case-based reasoning: Research and Development
Managing experience for process improvement in manufacturing
ICCBR'03 Proceedings of the 5th international conference on Case-based reasoning: Research and Development
Case mining from large databases
ICCBR'03 Proceedings of the 5th international conference on Case-based reasoning: Research and Development
Classifier construction by graph-based induction for graph-structured data
PAKDD'03 Proceedings of the 7th Pacific-Asia conference on Advances in knowledge discovery and data mining
Predicting protein structural class from closed protein sequences
PAKDD'03 Proceedings of the 7th Pacific-Asia conference on Advances in knowledge discovery and data mining
Optimization of fuzzy rules for classification using genetic algorithm
PAKDD'03 Proceedings of the 7th Pacific-Asia conference on Advances in knowledge discovery and data mining
Active feature selection using classes
PAKDD'03 Proceedings of the 7th Pacific-Asia conference on Advances in knowledge discovery and data mining
Weighted proportional k-interval discretization for naive-Bayes classifiers
PAKDD'03 Proceedings of the 7th Pacific-Asia conference on Advances in knowledge discovery and data mining
A new clustering algorithm for transaction data via caucus
PAKDD'03 Proceedings of the 7th Pacific-Asia conference on Advances in knowledge discovery and data mining
Boosting lite: handling larger datasets and slower base classifiers
MCS'07 Proceedings of the 7th international conference on Multiple classifier systems
MCS'07 Proceedings of the 7th international conference on Multiple classifier systems
Coevolution and linear genetic programming for visual learning
GECCO'03 Proceedings of the 2003 international conference on Genetic and evolutionary computation: PartI
Natural coding: a more efficient representation for evolutionary learning
GECCO'03 Proceedings of the 2003 international conference on Genetic and evolutionary computation: PartI
Evolutionary multiobjective optimization for generating an ensemble of fuzzy rule-based classifiers
GECCO'03 Proceedings of the 2003 international conference on Genetic and evolutionary computation: PartI
Wise breeding GA via machine learning techniques for function optimization
GECCO'03 Proceedings of the 2003 international conference on Genetic and evolutionary computation: PartI
IWLCS'03-05 Proceedings of the 2003-2005 international conference on Learning classifier systems
Improving the performance of a pittsburgh learning classifier system using a default rule
IWLCS'03-05 Proceedings of the 2003-2005 international conference on Learning classifier systems
Hypothesis testing with classifier systems for rule-based risk prediction
EvoBIO'07 Proceedings of the 5th European conference on Evolutionary computation, machine learning and data mining in bioinformatics
Understanding signal sequences with machine learning
EvoBIO'07 Proceedings of the 5th European conference on Evolutionary computation, machine learning and data mining in bioinformatics
Discussion ontology: knowledge discovery from human activities in meetings
JSAI'06 Proceedings of the 20th annual conference on New frontiers in artificial intelligence
Structural health assessing by interactive data mining approach in nuclear power plant
JSAI'06 Proceedings of the 20th annual conference on New frontiers in artificial intelligence
Relation between abductive and inductive types of nursing risk management
JSAI'06 Proceedings of the 20th annual conference on New frontiers in artificial intelligence
Parallel fuzzy c-means cluster analysis
VECPAR'06 Proceedings of the 7th international conference on High performance computing for computational science
Schematic aspect for autonomous agent
ICCSA'03 Proceedings of the 2003 international conference on Computational science and its applications: PartII
EuroGP'03 Proceedings of the 6th European conference on Genetic programming
Ensemble techniques for parallel genetic programming based classifiers
EuroGP'03 Proceedings of the 6th European conference on Genetic programming
Feature construction and selection using genetic programming and a genetic algorithm
EuroGP'03 Proceedings of the 6th European conference on Genetic programming
EuroGP'03 Proceedings of the 6th European conference on Genetic programming
Genetic programming for attribute construction in data mining
EuroGP'03 Proceedings of the 6th European conference on Genetic programming
Evolutionary approach to overcome initialization parameters in classification problems
IWANN'03 Proceedings of the Artificial and natural neural networks 7th international conference on Computational methods in neural modeling - Volume 1
Text categorisation using a partial-matching strategy
IWANN'03 Proceedings of the Artificial and natural neural networks 7th international conference on Computational methods in neural modeling - Volume 1
Model tree learning for query term weighting in question answering
ECIR'07 Proceedings of the 29th European conference on IR research
An empirical comparison of three boosting algorithms on real data sets with artificial class noise
MCS'03 Proceedings of the 4th international conference on Multiple classifier systems
Beam search extraction and forgetting strategies on shared ensembles
MCS'03 Proceedings of the 4th international conference on Multiple classifier systems
Improving performance of a multiple classifier system using self-generating neural networks
MCS'03 Proceedings of the 4th international conference on Multiple classifier systems
Ensemble methods for noise elimination in classification problems
MCS'03 Proceedings of the 4th international conference on Multiple classifier systems
Building classifier ensembles for automatic sports classification
MCS'03 Proceedings of the 4th international conference on Multiple classifier systems
Feature based techniques for auto-detection of novel email worms
PAKDD'07 Proceedings of the 11th Pacific-Asia conference on Advances in knowledge discovery and data mining
Supportive utility of irrelevant features in data preprocessing
PAKDD'07 Proceedings of the 11th Pacific-Asia conference on Advances in knowledge discovery and data mining
Reducing overfitting in predicting intrinsically unstructured proteins
PAKDD'07 Proceedings of the 11th Pacific-Asia conference on Advances in knowledge discovery and data mining
WISA'06 Proceedings of the 7th international conference on Information security applications: PartI
RWS (random walk splitting): a random walk based discretization of continuous attributes
PRICAI'00 Proceedings of the 6th Pacific Rim international conference on Artificial intelligence
The lumberjack algorithm for learning linked decision forests
PRICAI'00 Proceedings of the 6th Pacific Rim international conference on Artificial intelligence
PRICAI'00 Proceedings of the 6th Pacific Rim international conference on Artificial intelligence
PRICAI'00 Proceedings of the 6th Pacific Rim international conference on Artificial intelligence
A multimedia system architecture for automatic annotation of sports videos
ICVS'03 Proceedings of the 3rd international conference on Computer vision systems
Genetic algorithms for gene expression analysis
EvoWorkshops'03 Proceedings of the 2003 international conference on Applications of evolutionary computing
EvoWorkshops'03 Proceedings of the 2003 international conference on Applications of evolutionary computing
Statistics based predictive geo-spatial data mining: forest fire hazardous area mapping application
APWeb'03 Proceedings of the 5th Asia-Pacific web conference on Web technologies and applications
Application of intelligent agents in power industry: promises and complex issues
CEEMAS'03 Proceedings of the 3rd Central and Eastern European conference on Multi-agent systems
VECPAR'02 Proceedings of the 5th international conference on High performance computing for computational science
Effective pruning method for a multiple classifier system based on self-generating neural networks
ICANN/ICONIP'03 Proceedings of the 2003 joint international conference on Artificial neural networks and neural information processing
Finite mixture model of bounded semi-naive Bayesian networks classifier
ICANN/ICONIP'03 Proceedings of the 2003 joint international conference on Artificial neural networks and neural information processing
Learning rule representations from Boolean data
ICANN/ICONIP'03 Proceedings of the 2003 joint international conference on Artificial neural networks and neural information processing
Constructing appropriate data abstractions for mining classification knowledge
INAP'01 Proceedings of the Applications of prolog 14th international conference on Web knowledge management and decision support
Coping with noisy search experiences
Knowledge-Based Systems
Corpus callosum MR image classification
Knowledge-Based Systems
From source code to runtime behaviour: Software metrics help to select the computer architecture
Knowledge-Based Systems
Reduction of categorical and numerical attribute values for understandability of data and rules
RSKT'07 Proceedings of the 2nd international conference on Rough sets and knowledge technology
Descent rules for championships
RSKT'07 Proceedings of the 2nd international conference on Rough sets and knowledge technology
Content-based recommendation systems
The adaptive web
The adaptive web
Discovering association rules in incomplete transactional databases
Transactions on rough sets VI
IWANN'07 Proceedings of the 9th international work conference on Artificial neural networks
Prediction by categorical features: generalization properties and application to feature ranking
COLT'07 Proceedings of the 20th annual conference on Learning theory
SNTS: sensor network troubleshooting suite
DCOSS'07 Proceedings of the 3rd IEEE international conference on Distributed computing in sensor systems
Attributes reduction based on GA-CFS method
APWeb/WAIM'07 Proceedings of the joint 9th Asia-Pacific web and 8th international conference on web-age information management conference on Advances in data and web management
Constructing domain ontology using structural and semantic characteristics of web-table head
IEA/AIE'07 Proceedings of the 20th international conference on Industrial, engineering, and other applications of applied intelligent systems
Extension of ICF classifiers to real world data sets
IEA/AIE'07 Proceedings of the 20th international conference on Industrial, engineering, and other applications of applied intelligent systems
Creating personal histories from the web using namesake disambiguation and event extraction
ICWE'07 Proceedings of the 7th international conference on Web engineering
Improving a state-of-the-art named entity recognition system using the world wide web
ICDM'07 Proceedings of the 7th industrial conference on Advances in data mining: theoretical aspects and applications
An 'object-use fingerprint': the use of electronic sensors for human identification
UbiComp '07 Proceedings of the 9th international conference on Ubiquitous computing
Incremental learning with multiple classifier systems using correction filters for classification
IDA'07 Proceedings of the 7th international conference on Intelligent data analysis
Combining bagging and random subspaces to create better ensembles
IDA'07 Proceedings of the 7th international conference on Intelligent data analysis
A compression algorithm for large arity extensional constraints
CP'07 Proceedings of the 13th international conference on Principles and practice of constraint programming
A multi-engine solver for quantified boolean formulas
CP'07 Proceedings of the 13th international conference on Principles and practice of constraint programming
A dynamically constrained multiobjective genetic fuzzy system for regression problems
IEEE Transactions on Fuzzy Systems
Mining learners' behavior in accessing web-based interface
Edutainment'07 Proceedings of the 2nd international conference on Technologies for e-learning and digital entertainment
Role-based decision mining for multiagent emergency response management
AIS-ADM'07 Proceedings of the 2nd international conference on Autonomous intelligent systems: agents and data mining
Mixing evaluation methods for assessing the utility of an interactive InfoVis technique
HCI'07 Proceedings of the 12th international conference on Human-computer interaction: interaction design and usability
Selection of important attributes for medical diagnosis systems
Transactions on rough sets VII
Rough feature selection for intelligent classifiers
Transactions on rough sets VII
Large-scale bot detection for search engines
Proceedings of the 19th international conference on World wide web
A large-scale active learning system for topical categorization on the web
Proceedings of the 19th international conference on World wide web
Information Sciences: an International Journal
Sentence-level event classification in unstructured texts
Information Retrieval
IEEE Transactions on Systems, Man, and Cybernetics, Part C: Applications and Reviews
A data perturbation approach to sensitive classification rule hiding
Proceedings of the 2010 ACM Symposium on Applied Computing
A Bayesian classifier for uncertain data
Proceedings of the 2010 ACM Symposium on Applied Computing
Classification of violent web images using context based analysis
Proceedings of the 2010 ACM Symposium on Applied Computing
Experience management: foundations, development methodology, and internet-based applications
Experience management: foundations, development methodology, and internet-based applications
A study on the suitability of GSM signatures for indoor location
AmI'07 Proceedings of the 2007 European conference on Ambient intelligence
Cost-time sensitive decision tree with missing values
KSEM'07 Proceedings of the 2nd international conference on Knowledge science, engineering and management
Human pose estimation from volume data and topological graph database
ACCV'07 Proceedings of the 8th Asian conference on Computer vision - Volume Part I
FAW'07 Proceedings of the 1st annual international conference on Frontiers in algorithmics
Comparing several approaches for hierarchical classification of proteins with decision trees
BSB'07 Proceedings of the 2nd Brazilian conference on Advances in bioinformatics and computational biology
Meta learning intrusion detection in real time network
ICANN'07 Proceedings of the 17th international conference on Artificial neural networks
Analysis of time series data with predictive clustering trees
KDID'06 Proceedings of the 5th international conference on Knowledge discovery in inductive databases
Integrating decision tree learning into inductive databases
KDID'06 Proceedings of the 5th international conference on Knowledge discovery in inductive databases
Beam search induction and similarity constraints for predictive clustering trees
KDID'06 Proceedings of the 5th international conference on Knowledge discovery in inductive databases
ICIC'07 Proceedings of the intelligent computing 3rd international conference on Advanced intelligent computing theories and applications
Stop wasting time: on predicting the success or failure of learning for industrial applications
IDEAL'07 Proceedings of the 8th international conference on Intelligent data engineering and automated learning
Classification based on the trace of variables over time
IDEAL'07 Proceedings of the 8th international conference on Intelligent data engineering and automated learning
Risk mining in medicine: application of data mining to medical risk management
WImBI'06 Proceedings of the 1st WICI international conference on Web intelligence meets brain informatics
Iterative reordering of rules for building ensembles without relearning
DS'07 Proceedings of the 10th international conference on Discovery science
Learning locally weighted C4.4 for class probability estimation
DS'07 Proceedings of the 10th international conference on Discovery science
On knowledge-based classification of abnormal BGP events
ICISS'07 Proceedings of the 3rd international conference on Information systems security
Classification of CT brain images of head trauma
PRIB'07 Proceedings of the 2nd IAPR international conference on Pattern recognition in bioinformatics
Discretization numbers for multiple-instances problem in relational database
ADBIS'07 Proceedings of the 11th East European conference on Advances in databases and information systems
Predicting the short-term market reaction to asset specific news: is time against us?
PAKDD'07 Proceedings of the 2007 international conference on Emerging technologies in knowledge discovery and data mining
Mining biosignal data: coronary artery disease diagnosis using linear and nonlinear features of HRV
PAKDD'07 Proceedings of the 2007 international conference on Emerging technologies in knowledge discovery and data mining
PAKDD'07 Proceedings of the 2007 international conference on Emerging technologies in knowledge discovery and data mining
Automatic classification of web search results: product review vs. non-review documents
ICADL'07 Proceedings of the 10th international conference on Asian digital libraries: looking back 10 years and forging new frontiers
Robust approach for estimating probabilities in naive-Bayes classifier
PReMI'07 Proceedings of the 2nd international conference on Pattern recognition and machine intelligence
Efficient multi-method rule learning for pattern classification machine learning and data mining
PReMI'07 Proceedings of the 2nd international conference on Pattern recognition and machine intelligence
Feature construction and dimension reduction using genetic programming
AI'07 Proceedings of the 20th Australian joint conference on Advances in artificial intelligence
Building classification models from microarray data with tree-based classification algorithms
AI'07 Proceedings of the 20th Australian joint conference on Advances in artificial intelligence
Hybrid methods to select informative gene sets in microarray data classification
AI'07 Proceedings of the 20th Australian joint conference on Advances in artificial intelligence
Adaptive email spam filtering based on information theory
WISE'07 Proceedings of the 8th international conference on Web information systems engineering
Learning management system based on SCORM, agents and mining
WISE'07 Proceedings of the 8th international conference on Web information systems engineering
Hierarchical co-clustering for web queries and selected URLs
WISE'07 Proceedings of the 8th international conference on Web information systems engineering
An empirical study of the behavior of classifiers on imbalanced and overlapped data sets
CIARP'07 Proceedings of the Congress on pattern recognition 12th Iberoamerican conference on Progress in pattern recognition, image analysis and applications
Mixed data object selection based on clustering and border objects
CIARP'07 Proceedings of the Congress on pattern recognition 12th Iberoamerican conference on Progress in pattern recognition, image analysis and applications
Bottleneck detection using statistical intervention analysis
DSOM'07 Proceedings of the Distributed systems: operations and management 18th IFIP/IEEE international conference on Managing virtualization of networks and services
Extracting structure of medical diagnosis: rough set approach
RSFDGrC'03 Proceedings of the 9th international conference on Rough sets, fuzzy sets, data mining, and granular computing
RSFDGrC'03 Proceedings of the 9th international conference on Rough sets, fuzzy sets, data mining, and granular computing
Schema mapping in p2p networks based on classification and probing
DASFAA'07 Proceedings of the 12th international conference on Database systems for advanced applications
An optimized process neural network model
DASFAA'07 Proceedings of the 12th international conference on Database systems for advanced applications
Motion retrieval based on temporal-spatial features by decision tree
ICDHM'07 Proceedings of the 1st international conference on Digital human modeling
Fast categorization of web documents represented by graphs
WebKDD'06 Proceedings of the 8th Knowledge discovery on the web international conference on Advances in web mining and web usage analysis
Analysis of web search engine query session and clicked documents
WebKDD'06 Proceedings of the 8th Knowledge discovery on the web international conference on Advances in web mining and web usage analysis
NOLISP'07 Proceedings of the 2007 international conference on Advances in nonlinear speech processing
ICMB'08 Proceedings of the 1st international conference on Medical biometrics
A memetic algorithm for global induction of decision trees
SOFSEM'08 Proceedings of the 34th conference on Current trends in theory and practice of computer science
SIM-PDT: a similarity based possibilistic decision tree approach
FoIKS'08 Proceedings of the 5th international conference on Foundations of information and knowledge systems
Evaluating accuracies of a trading rule mining method based on temporal pattern extraction
MCD'07 Proceedings of the 3rd ECML/PKDD international conference on Mining complex data
Data mining of multi-categorized data
MCD'07 Proceedings of the 3rd ECML/PKDD international conference on Mining complex data
Class-oriented reduction of decision tree complexity
ISMIS'08 Proceedings of the 17th international conference on Foundations of intelligent systems
Evaluating decision trees grown with asymmetric entropies
ISMIS'08 Proceedings of the 17th international conference on Foundations of intelligent systems
SubClass: classification of multidimensional noisy data using subspace clusters
PAKDD'08 Proceedings of the 12th Pacific-Asia conference on Advances in knowledge discovery and data mining
BOAI: fast alternating decision tree induction based on bottom-up evaluation
PAKDD'08 Proceedings of the 12th Pacific-Asia conference on Advances in knowledge discovery and data mining
Analyzing PETs on imbalanced datasets when training and testing class distributions differ
PAKDD'08 Proceedings of the 12th Pacific-Asia conference on Advances in knowledge discovery and data mining
Maintaining optimal multi-way splits for numerical attributes in data streams
PAKDD'08 Proceedings of the 12th Pacific-Asia conference on Advances in knowledge discovery and data mining
A comparison of different off-centered entropies to deal with class imbalance for decision trees
PAKDD'08 Proceedings of the 12th Pacific-Asia conference on Advances in knowledge discovery and data mining
Learning user purchase intent from user-centric data
PAKDD'08 Proceedings of the 12th Pacific-Asia conference on Advances in knowledge discovery and data mining
A selective classifier for incomplete data
PAKDD'08 Proceedings of the 12th Pacific-Asia conference on Advances in knowledge discovery and data mining
A new credit scoring method based on rough sets and decision tree
PAKDD'08 Proceedings of the 12th Pacific-Asia conference on Advances in knowledge discovery and data mining
A novel clustering algorithm based upon games on evolving network
Expert Systems with Applications: An International Journal
A new node splitting measure for decision tree construction
Pattern Recognition
GrAM: reasoning with grounded action models by combining knowledge representation and data mining
Proceedings of the 2006 international conference on Towards affordance-based robot control
Reinforcement learning of predictive features in affordance perception
Proceedings of the 2006 international conference on Towards affordance-based robot control
The MACS project: an approach to affordance-inspired robot control
Proceedings of the 2006 international conference on Towards affordance-based robot control
Facial expression recognition for human-robot interaction: a prototype
RobVis'08 Proceedings of the 2nd international conference on Robot vision
Automatic recognition of hand gestures with differential evolution
Evo'08 Proceedings of the 2008 conference on Applications of evolutionary computing
A comparison of six approaches to discretization: a rough set perspective
RSKT'08 Proceedings of the 3rd international conference on Rough sets and knowledge technology
Two-phase rule induction from incomplete data
RSKT'08 Proceedings of the 3rd international conference on Rough sets and knowledge technology
Apply a rough set-based classifier to dependency parsing
RSKT'08 Proceedings of the 3rd international conference on Rough sets and knowledge technology
Ensemble of decision rules for ordinal classification with monotonicity constraints
RSKT'08 Proceedings of the 3rd international conference on Rough sets and knowledge technology
A new decision tree construction using the cloud transform and rough sets
RSKT'08 Proceedings of the 3rd international conference on Rough sets and knowledge technology
JSAI'07 Proceedings of the 2007 conference on New frontiers in artificial intelligence
An on-line interactive self-adaptive image classification framework
ICVS'08 Proceedings of the 6th international conference on Computer vision systems
Increasing classification robustness with adaptive features
ICVS'08 Proceedings of the 6th international conference on Computer vision systems
A novel feature selection based semi-supervised method for image classification
ICVS'08 Proceedings of the 6th international conference on Computer vision systems
Using dependence diagrams to summarize decision rule sets
Canadian AI'08 Proceedings of the Canadian Society for computational studies of intelligence, 21st conference on Advances in artificial intelligence
Full border identification for reduction of training sets
Canadian AI'08 Proceedings of the Canadian Society for computational studies of intelligence, 21st conference on Advances in artificial intelligence
Semi-supervised self-training for sentence subjectivity classification
Canadian AI'08 Proceedings of the Canadian Society for computational studies of intelligence, 21st conference on Advances in artificial intelligence
Minimising decision tree size as combinatorial optimisation
CP'09 Proceedings of the 15th international conference on Principles and practice of constraint programming
IDEAL'09 Proceedings of the 10th international conference on Intelligent data engineering and automated learning
Integrating rough set and genetic algorithm for negative rule extraction
IDEAL'09 Proceedings of the 10th international conference on Intelligent data engineering and automated learning
Hand localization and fingers features extraction: application to digit recognition in sign language
IDEAL'09 Proceedings of the 10th international conference on Intelligent data engineering and automated learning
A soft discretization technique for fuzzy decision trees using resampling
IDEAL'09 Proceedings of the 10th international conference on Intelligent data engineering and automated learning
Modeling of network computing systems for decision tree induction tasks
IDEAL'09 Proceedings of the 10th international conference on Intelligent data engineering and automated learning
Data mining on multimedia data
Data mining on multimedia data
IEEE/ACM Transactions on Computational Biology and Bioinformatics (TCBB)
A novel metric for redundant gene elimination based on discriminative contribution
ISBRA'08 Proceedings of the 4th international conference on Bioinformatics research and applications
ISBRA'08 Proceedings of the 4th international conference on Bioinformatics research and applications
BioDQ: data quality estimation and management for genomics databases
ISBRA'08 Proceedings of the 4th international conference on Bioinformatics research and applications
Fast base NP chunking with decision trees: experiments on different POS tag settings
CICLing'03 Proceedings of the 4th international conference on Computational linguistics and intelligent text processing
A novel Chi2 algorithm for discretization of continuous attributes
APWeb'08 Proceedings of the 10th Asia-Pacific web conference on Progress in WWW research and development
DEEPER: a full parsing based approach to protein relation extraction
EvoBIO'08 Proceedings of the 6th European conference on Evolutionary computation, machine learning and data mining in bioinformatics
EuroGP'08 Proceedings of the 11th European conference on Genetic programming
The digital sommelier: interacting with intelligent products
IOT'08 Proceedings of the 1st international conference on The internet of things
Chronic hepatitis and cirrhosis classification using SNP data, decision tree and decision rule
ICCSA'07 Proceedings of the 2007 international conference on Computational science and its applications - Volume Part III
Seeing the forest through the trees: learning a comprehensible model from a first order ensemble
ILP'07 Proceedings of the 17th international conference on Inductive logic programming
Building relational world models for reinforcement learning
ILP'07 Proceedings of the 17th international conference on Inductive logic programming
Efficient generic association rules based classifier approach
CLA'06 Proceedings of the 4th international conference on Concept lattices and their applications
Mining hospital data to learn SDA* clinical algorithms
AIME'07 Proceedings of the 2007 conference on Knowledge management for health care procedures
Process mining as first-order classification learning on logs with negative events
BPM'07 Proceedings of the 2007 international conference on Business process management
Conditional probability tree estimation analysis and algorithms
UAI '09 Proceedings of the Twenty-Fifth Conference on Uncertainty in Artificial Intelligence
Exploring an improved decision tree based weights
ICNC'09 Proceedings of the 5th international conference on Natural computation
A hybrid selective classifier for categorizing incomplete data
FSKD'09 Proceedings of the 6th international conference on Fuzzy systems and knowledge discovery - Volume 1
Derivations of normalized mutual information in binary classifications
FSKD'09 Proceedings of the 6th international conference on Fuzzy systems and knowledge discovery - Volume 1
Emerging pattern based classification for automated non-safe power line detection
FSKD'09 Proceedings of the 6th international conference on Fuzzy systems and knowledge discovery - Volume 1
Emerging patterns based methodology for prediction of patients with myocardial ischemia
FSKD'09 Proceedings of the 6th international conference on Fuzzy systems and knowledge discovery - Volume 1
Limited tolerance relation-based decision tree algorithm
FSKD'09 Proceedings of the 6th international conference on Fuzzy systems and knowledge discovery - Volume 1
Method of knowledge representation on spatial classification
FSKD'09 Proceedings of the 6th international conference on Fuzzy systems and knowledge discovery - Volume 1
Novel support vector clustering with label assignment in enriched neighborhood
FSKD'09 Proceedings of the 6th international conference on Fuzzy systems and knowledge discovery - Volume 1
Providing user context for mobile and social networking applications
Pervasive and Mobile Computing
Cooperative fuzzy rulebase construction based on a novel fuzzy decision tree
IIT'09 Proceedings of the 6th international conference on Innovations in information technology
Supporting keyword queries on structured databases with limited search interfaces
DASFAA'08 Proceedings of the 13th international conference on Database systems for advanced applications
Fundamenta Informaticae - Intelligent Data Analysis in Granular Computing
Risk Mining in Medicine: Application of Data Mining to Medical Risk Management
Fundamenta Informaticae - Intelligent Data Analysis in Granular Computing
Fuzzy-rough approaches for mammographic risk analysis
Intelligent Data Analysis - Knowledge Discovery in Bioinformatics
Using Data Mining Techniques to Discover Bias Patterns in Missing Data
Journal of Data and Information Quality (JDIQ)
Missing value imputation based on data clustering
Transactions on computational science I
RTP-miner: a real-time security framework for RTP fuzzing attacks
Proceedings of the 20th international workshop on Network and operating systems support for digital audio and video
On active learning of record matching packages
Proceedings of the 2010 ACM SIGMOD International Conference on Management of data
Learning to integrate deduction and search in reasoning about quantified boolean formulas
FroCoS'09 Proceedings of the 7th international conference on Frontiers of combining systems
Possibilistic missing data estimation
AIKED'10 Proceedings of the 9th WSEAS international conference on Artificial intelligence, knowledge engineering and data bases
Improved C4.5 algorithm for rule based classification
AIKED'10 Proceedings of the 9th WSEAS international conference on Artificial intelligence, knowledge engineering and data bases
A comparison of data preparation approaches for e-mail categorisation
International Journal of Intelligent Information and Database Systems
Proceedings of the 13th International Workshop on Software & Compilers for Embedded Systems
Hybrid traffic classification approach based on decision tree
GLOBECOM'09 Proceedings of the 28th IEEE conference on Global telecommunications
Lexicographic multi-objective evolutionary induction of decision trees
International Journal of Bio-Inspired Computation
Ensembles of pre-processing techniques for noise detection in gene expression data
ICONIP'08 Proceedings of the 15th international conference on Advances in neuro-information processing - Volume Part I
BI'09 Proceedings of the 2009 international conference on Brain informatics
Crisp classifiers vs. fuzzy classifiers: a statistical study
ICANNGA'09 Proceedings of the 9th international conference on Adaptive and natural computing algorithms
Bipartite graph representation of multiple decision table classifiers
SAGA'09 Proceedings of the 5th international conference on Stochastic algorithms: foundations and applications
Presenting proofs with adapted granularity
KI'09 Proceedings of the 32nd annual German conference on Advances in artificial intelligence
Traffic classification techniques supporting semantic networks
Proceedings of the 6th International Wireless Communications and Mobile Computing Conference
ICC'09 Proceedings of the 2009 IEEE international conference on Communications
Robot execution failure prediction using incomplete data
ROBIO'09 Proceedings of the 2009 international conference on Robotics and biomimetics
Large-scale public R&D portfolio selection by maximizing a biobjective impact measure
IEEE Transactions on Systems, Man, and Cybernetics, Part A: Systems and Humans - Special issue on recent advances in biometrics
CIMDS: adapting postprocessing techniques of associative classification for malware detection
IEEE Transactions on Systems, Man, and Cybernetics, Part C: Applications and Reviews
Using ensembles of decision trees to automate repetitive tasks in web applications
Proceedings of the 2nd ACM SIGCHI symposium on Engineering interactive computing systems
Hierarchical distributed data classification in wireless sensor networks
Computer Communications
Clustering web people search results using fuzzy ants
Information Sciences: an International Journal
Evolutionary Fuzzy ARTMAP Neural Networks and their Applications to Fault Detection and Diagnosis
Neural Processing Letters
Automatic detection of users' skill levels using high-frequency user interface events
User Modeling and User-Adapted Interaction
Focusing solutions for data mining: analytical studies and experimental results in real-world domains
IEEE Transactions on Neural Networks
Assessment of the risk factors of coronary heart events based on data mining with decision trees
IEEE Transactions on Information Technology in Biomedicine - Special section on new and emerging technologies in bioinformatics and bioengineering
Genetic rule extraction optimizing brier score
Proceedings of the 12th annual conference on Genetic and evolutionary computation
Optimal constraint-based decision tree induction from itemset lattices
Data Mining and Knowledge Discovery
Ensembles of jittered association rule classifiers
Data Mining and Knowledge Discovery
IEEE Transactions on Neural Networks
A framework for tunneled traffic analysis
ICACT'10 Proceedings of the 12th international conference on Advanced communication technology
An A-Team approach to learning classifiers from distributed data sources
International Journal of Intelligent Information and Database Systems
Figure classification in biomedical literature to elucidate disease mechanisms, based on pathways
Artificial Intelligence in Medicine
Machine learning of clinical performance in a pancreatic cancer database
Artificial Intelligence in Medicine
Information Systems Research
New perspectives and methods in link prediction
Proceedings of the 16th ACM SIGKDD international conference on Knowledge discovery and data mining
Data mining with differential privacy
Proceedings of the 16th ACM SIGKDD international conference on Knowledge discovery and data mining
Direct mining of discriminative patterns for classifying uncertain data
Proceedings of the 16th ACM SIGKDD international conference on Knowledge discovery and data mining
Ensemble pruning via individual contribution ordering
Proceedings of the 16th ACM SIGKDD international conference on Knowledge discovery and data mining
Classification of steganalysis techniques: A study
Digital Signal Processing
Artificial Intelligence in Medicine
Decision table based approach for business rules modelling in UML/OCL
Proceedings of the 11th International Conference on Computer Systems and Technologies and Workshop for PhD Students in Computing on International Conference on Computer Systems and Technologies
Ensemble missing data techniques for software effort prediction
Intelligent Data Analysis
Automatic performer identification in commercial monophonic Jazz performances
Pattern Recognition Letters
Decision forest for classification of gene expression data
Computers in Biology and Medicine
Hybrid prediction model for Type-2 diabetic patients
Expert Systems with Applications: An International Journal
Automatically finding the control variables for complex system behavior
Automated Software Engineering
Defect prediction from static code features: current results, limitations, new approaches
Automated Software Engineering
SCS: Signal, Context, and Structure Features for Genome-Wide Human Promoter Recognition
IEEE/ACM Transactions on Computational Biology and Bioinformatics (TCBB)
A hybrid approach to adapting acoustic and pronunciation models for non-native speech recognition
Asilomar'09 Proceedings of the 43rd Asilomar conference on Signals, systems and computers
AIM-HI: a framework for request routing in large-scale IT global service delivery
IBM Journal of Research and Development
A meta-heuristic approach for improving the accuracy in some classification algorithms
Computers and Operations Research
Assessment of the influence of adaptive components in trainable surface inspection systems
Machine Vision and Applications - Integrated Imaging and Vision Techniques for Industrial Inspection
Towards a possibilistic processing of missing values under complex conditions
WSEAS Transactions on Information Science and Applications
Input space reduction for rule based classification
WSEAS Transactions on Information Science and Applications
The application of genetic algorithms to knowledge discovery and data mining
Journal of Computing Sciences in Colleges
International Journal of Computational Intelligence Studies
Promoter prediction based on a multiple instance learning scheme
Proceedings of the First ACM International Conference on Bioinformatics and Computational Biology
The beauty and the beast: vulnerabilities in red hat’s packages
USENIX'09 Proceedings of the 2009 conference on USENIX Annual technical conference
Intelligible support vector machines for diagnosis of diabetes mellitus
IEEE Transactions on Information Technology in Biomedicine
DisService: a peer-to-peer disruption tolerant dissemination service
MILCOM'09 Proceedings of the 28th IEEE conference on Military communications
A fast pruning redundant rule method using Galois connection
Applied Soft Computing
Enhancing the classification accuracy by scatter-search-based ensemble approach
Applied Soft Computing
A generic optimising feature extraction method using multiobjective genetic programming
Applied Soft Computing
Implementing a data mining solution for enhancing carpet manufacturing productivity
Knowledge-Based Systems
Understanding consumer heterogeneity: A business intelligence application of neural networks
Knowledge-Based Systems
Centralized and Distributed Anonymization for High-Dimensional Healthcare Data
ACM Transactions on Knowledge Discovery from Data (TKDD)
Learning about voice search for spoken dialogue systems
HLT '10 Human Language Technologies: The 2010 Annual Conference of the North American Chapter of the Association for Computational Linguistics
An extractive supervised two-stage method for sentence compression
HLT '10 Human Language Technologies: The 2010 Annual Conference of the North American Chapter of the Association for Computational Linguistics
Supervised noun phrase coreference research: the first fifteen years
ACL '10 Proceedings of the 48th Annual Meeting of the Association for Computational Linguistics
Simple semi-supervised training of part-of-speech taggers
ACLShort '10 Proceedings of the ACL 2010 Conference Short Papers
Modeling violin performances using inductive logic programming
Intelligent Data Analysis - Machine Learning and Music
An approach to predicting bowing control parameter contours in violin performance
Intelligent Data Analysis - Machine Learning and Music
RelaxCor: A global relaxation labeling approach to coreference resolution
SemEval '10 Proceedings of the 5th International Workshop on Semantic Evaluation
UNITN: Part-of-speech counting in relation extraction
SemEval '10 Proceedings of the 5th International Workshop on Semantic Evaluation
A Hybrid Higher Order Neural Classifier for handling classification problems
Expert Systems with Applications: An International Journal
A two-stage algorithm in evolutionary product unit neural networks for classification
Expert Systems with Applications: An International Journal
Noninvasive diagnosis of pulmonary hypertension using heart sound analysis
Computers in Biology and Medicine
International Journal of Approximate Reasoning
Learning When to Use Lazy Learning in Constraint Solving
Proceedings of the 2010 conference on ECAI 2010: 19th European Conference on Artificial Intelligence
A classification algorithm that derives weighted sum scores for insight into disease
HIKM '09 Proceedings of the Third Australasian Workshop on Health Informatics and Knowledge Management - Volume 97
Toolkit to support intelligibility in context-aware applications
Proceedings of the 12th ACM international conference on Ubiquitous computing
Building classifiers using Bayesian networks
AAAI'96 Proceedings of the thirteenth national conference on Artificial intelligence - Volume 2
AAAI'96 Proceedings of the thirteenth national conference on Artificial intelligence - Volume 2
Monitoring frog communities: an application of machine learning
IAAI'96 Proceedings of the eighth annual conference on Innovative applications of artificial intelligence
A novel composite model approach to improve software quality prediction
Information and Software Technology
Computers and Electronics in Agriculture
Multi-feature matching of fresco fragments
ACM SIGGRAPH Asia 2010 papers
The limits of automatic OS fingerprint generation
Proceedings of the 3rd ACM workshop on Artificial intelligence and security
Detecting data misuse by applying context-based data linkage
Proceedings of the 2010 ACM workshop on Insider threats
Supervised learning based power management for multicore processors
IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems
Case-method: a methodology for building large-scale case-based systems
AAAI'93 Proceedings of the eleventh national conference on Artificial intelligence
OC1: randomized induction of oblique decision trees
AAAI'93 Proceedings of the eleventh national conference on Artificial intelligence
A case-based approach to knowledge acquisition for domain-specific sentence analysis
AAAI'93 Proceedings of the eleventh national conference on Artificial intelligence
Symbolic nearest mean classifiers
AAAI'97/IAAI'97 Proceedings of the fourteenth national conference on artificial intelligence and ninth conference on Innovative applications of artificial intelligence
AAAI'97/IAAI'97 Proceedings of the fourteenth national conference on artificial intelligence and ninth conference on Innovative applications of artificial intelligence
Maximizing the benefits of parallel search using machine learning
AAAI'97/IAAI'97 Proceedings of the fourteenth national conference on artificial intelligence and ninth conference on Innovative applications of artificial intelligence
Generating C4.5 production rules in parallel
AAAI'97/IAAI'97 Proceedings of the fourteenth national conference on artificial intelligence and ninth conference on Innovative applications of artificial intelligence
Transferring and retraining learned information filters
AAAI'97/IAAI'97 Proceedings of the fourteenth national conference on artificial intelligence and ninth conference on Innovative applications of artificial intelligence
A new supervised learning algorithm for word sense disambiguation
AAAI'97/IAAI'97 Proceedings of the fourteenth national conference on artificial intelligence and ninth conference on Innovative applications of artificial intelligence
Experiments in UNIX command prediction
AAAI'97/IAAI'97 Proceedings of the fourteenth national conference on artificial intelligence and ninth conference on Innovative applications of artificial intelligence
Learning multiple models without sacrificing comprehensibility
AAAI'97/IAAI'97 Proceedings of the fourteenth national conference on artificial intelligence and ninth conference on Innovative applications of artificial intelligence
STHANA: profitability forecast and situation analysis for automated teller machines
AAAI'97/IAAI'97 Proceedings of the fourteenth national conference on artificial intelligence and ninth conference on Innovative applications of artificial intelligence
Smokey: automatic recognition of hostile messages
AAAI'97/IAAI'97 Proceedings of the fourteenth national conference on artificial intelligence and ninth conference on Innovative applications of artificial intelligence
On the value of learning from defect dense components for software defect prediction
Proceedings of the 6th International Conference on Predictive Models in Software Engineering
Selecting useful features for personal credit risk analysis
International Journal of Business Information Systems
Proceedings of the 1st ACM SIGSPATIAL International Workshop on Data Mining for Geoinformatics
Automatic construction and multi-level visualization of semantic trajectories
Proceedings of the 18th SIGSPATIAL International Conference on Advances in Geographic Information Systems
Medical case retrieval from a committee of decision trees
IEEE Transactions on Information Technology in Biomedicine
Distinguishing between positive and negative opinions with complex network features
TextGraphs-5 Proceedings of the 2010 Workshop on Graph-based Methods for Natural Language Processing
Pattern discovery for large mixed-mode database
CIKM '10 Proceedings of the 19th ACM international conference on Information and knowledge management
Constructing classification features using minimal predictive patterns
CIKM '10 Proceedings of the 19th ACM international conference on Information and knowledge management
Finding unusual review patterns using unexpected rules
CIKM '10 Proceedings of the 19th ACM international conference on Information and knowledge management
Exploiting sequential relationships for familial classification
CIKM '10 Proceedings of the 19th ACM international conference on Information and knowledge management
ROLEX-SP: Rules of lexical syntactic patterns for free text categorization
Knowledge-Based Systems
Entity ranking in Wikipedia: utilising categories, links and topic difficulty prediction
Information Retrieval
Exploiting social partners in robot learning
Autonomous Robots
Automatic detection of non-deverbal event nouns for quick lexicon production
COLING '10 Proceedings of the 23rd International Conference on Computational Linguistics
Maximum metric score training for coreference resolution
COLING '10 Proceedings of the 23rd International Conference on Computational Linguistics
Correlation based feature selection method
International Journal of Bio-Inspired Computation
Performance of NB and SVM classifiers in Islamic Arabic data
Proceedings of the 1st International Conference on Intelligent Semantic Web-Services and Applications
Understanding privacy risk of publishing decision trees
DBSec'10 Proceedings of the 24th annual IFIP WG 11.3 working conference on Data and applications security and privacy
Predicting stability of classes in an object-oriented system
Journal of Computational Methods in Sciences and Engineering - Special Supplement Issue in Section A and B: Selected Papers from the ISCA International Conference on Software Engineering and Data Engineering, 2009
Complex feature alternating decision tree
International Journal of Intelligent Systems Technologies and Applications
Incorporating temporal-bounded CBR techniques in real-time agents
Expert Systems with Applications: An International Journal
Building comprehensible customer churn prediction models with advanced rule induction techniques
Expert Systems with Applications: An International Journal
Attribute-centric referring expression generation
Empirical methods in natural language generation
Using computational intelligence to develop intelligent clinical decision support systems
CIBB'09 Proceedings of the 6th international conference on Computational intelligence methods for bioinformatics and biostatistics
Hybrid DIAAF/RS: statistical textual feature selection for language-independent text classification
ICDM'10 Proceedings of the 10th industrial conference on Advances in data mining: applications and theoretical aspects
The orange customer analysis platform
ICDM'10 Proceedings of the 10th industrial conference on Advances in data mining: applications and theoretical aspects
The Ballarat incremental knowledge engine
PKAW'10 Proceedings of the 11th international conference on Knowledge management and acquisition for smart systems and services
Region of interest based image categorization
DaWaK'10 Proceedings of the 12th international conference on Data warehousing and knowledge discovery
From informal process diagrams to formal process models
BPM'10 Proceedings of the 8th international conference on Business process management
Algorithms and theory of computation handbook
Application of stacked methods to part-of-speech tagging of polish
PPAM'09 Proceedings of the 8th international conference on Parallel processing and applied mathematics: Part I
Prediction of breast cancer biopsy outcomes using a distributed genetic programming approach
Proceedings of the 1st ACM International Health Informatics Symposium
An empirical study of applying ensembles of heterogeneous classifiers on imperfect data
PAKDD'09 Proceedings of the 13th Pacific-Asia international conference on Knowledge discovery and data mining: new frontiers in applied data mining
PAKDD'09 Proceedings of the 13th Pacific-Asia international conference on Knowledge discovery and data mining: new frontiers in applied data mining
A machine learning approach to speech act classification using function words
KES-AMSTA'10 Proceedings of the 4th KES international conference on Agent and multi-agent systems: technologies and applications, Part II
An agent-based simulated annealing algorithm for data reduction
KES-AMSTA'10 Proceedings of the 4th KES international conference on Agent and multi-agent systems: technologies and applications, Part II
Associative classifier for uncertain data
WAIM'10 Proceedings of the 11th international conference on Web-age information management
Extensions to the ant-miner classification rule discovery algorithm
ANTS'10 Proceedings of the 7th international conference on Swarm intelligence
Using computational intelligence to identify performance bottlenecks in a computer system
PPSN'10 Proceedings of the 11th international conference on Parallel problem solving from nature: Part I
A comparison of feature-selection methods for intrusion detection
MMM-ACNS'10 Proceedings of the 5th international conference on Mathematical methods, models and architectures for computer network security
Clinical informatics to diagnose cardiac diseases based on data mining
ITBAM'10 Proceedings of the First international conference on Information technology in bio- and medical informatics
Categorized and integrated data mining of medical data from the viewpoint of chance discovery
KES'10 Proceedings of the 14th international conference on Knowledge-based and intelligent information and engineering systems: Part III
KSEM'10 Proceedings of the 4th international conference on Knowledge science, engineering and management
Expert-assisted classification rules extraction algorithm
ADBIS'10 Proceedings of the 14th east European conference on Advances in databases and information systems
ADBIS'10 Proceedings of the 14th east European conference on Advances in databases and information systems
Localizing defects in multithreaded programs by mining dynamic call graphs
TAIC PART'10 Proceedings of the 5th international academic and industrial conference on Testing - practice and research techniques
Using machine learning to prescribe warfarin
AIMSA'10 Proceedings of the 14th international conference on Artificial intelligence: methodology, systems, and applications
Single-stacking conformity approach to reliable classification
AIMSA'10 Proceedings of the 14th international conference on Artificial intelligence: methodology, systems, and applications
Ensemble classification for constraint solver configuration
CP'10 Proceedings of the 16th international conference on Principles and practice of constraint programming
Comparing EEG/ERP-like and fMRI-like techniques for reading machine thoughts
BI'10 Proceedings of the 2010 international conference on Brain informatics
Data mining methods for quality assurance in an environmental monitoring network
ICANN'10 Proceedings of the 20th international conference on Artificial neural networks: Part III
Automatic morphological categorisation of carbon black nano-aggregates
DEXA'10 Proceedings of the 21st international conference on Database and expert systems applications: Part II
Weakly supervised classification of objects in images using soft random forests
ECCV'10 Proceedings of the 11th European conference on Computer vision: Part IV
Visual recognition with humans in the loop
ECCV'10 Proceedings of the 11th European conference on Computer vision: Part IV
Porting decision tree algorithms to multicore using fastflow
ECML PKDD'10 Proceedings of the 2010 European conference on Machine learning and knowledge discovery in databases: Part I
Software-defect localisation by mining dataflow-enabled call graphs
ECML PKDD'10 Proceedings of the 2010 European conference on Machine learning and knowledge discovery in databases: Part I
A new approach for cross-language plagiarism analysis
CLEF'10 Proceedings of the 2010 international conference on Multilingual and multimodal information access evaluation: cross-language evaluation forum
A comparison of machine learning techniques for detection of drug target articles
Journal of Biomedical Informatics
A hybrid fraud scoring and spike detection technique in streaming data
Intelligent Data Analysis
How good is your blind spot sampling policy
HASE'04 Proceedings of the Eighth IEEE international conference on High assurance systems engineering
Resource-sensitive intrusion detection models for network traffic
HASE'04 Proceedings of the Eighth IEEE international conference on High assurance systems engineering
Identification of rhetorical roles for segmentation and summarization of a legal judgment
Artificial Intelligence and Law
Using SVM based method for equipment fault detection in a thermal power plant
Computers in Industry
Rule extraction from support vector machines: A review
Neurocomputing
The use of artificial intelligence based techniques for intrusion detection: a review
Artificial Intelligence Review
Passive steganalysis based on higher order image statistics of curvelet transform
International Journal of Automation and Computing
A survey of paraphrasing and textual entailment methods
Journal of Artificial Intelligence Research
Automatic induction of bellman-error features for probabilistic planning
Journal of Artificial Intelligence Research
Machine learning of user profiles: representational issues
AAAI'96 Proceedings of the thirteenth national conference on Artificial intelligence - Volume 1
AAAI'96 Proceedings of the thirteenth national conference on Artificial intelligence - Volume 1
Learning trees and rules with set-valued features
AAAI'96 Proceedings of the thirteenth national conference on Artificial intelligence - Volume 1
AAAI'96 Proceedings of the thirteenth national conference on Artificial intelligence - Volume 1
AAAI'96 Proceedings of the thirteenth national conference on Artificial intelligence - Volume 1
The discovery of the causes of leprosy: a computational analysis
AAAI'96 Proceedings of the thirteenth national conference on Artificial intelligence - Volume 1
Identifying and eliminating mislabeled training instances
AAAI'96 Proceedings of the thirteenth national conference on Artificial intelligence - Volume 1
Generation of attributes for learning algorithms
AAAI'96 Proceedings of the thirteenth national conference on Artificial intelligence - Volume 1
AAAI'96 Proceedings of the thirteenth national conference on Artificial intelligence - Volume 1
Post-analysis of learned rules
AAAI'96 Proceedings of the thirteenth national conference on Artificial intelligence - Volume 1
Interactivity Closes the GapLessons Learned in an Automotive Industry Application
Proceedings of the 2010 conference on Data Mining for Business Applications
Customer Validation of Commercial Predictive Models
Proceedings of the 2010 conference on Data Mining for Business Applications
An Integrated System to Support Electricity Tariff Contract Definition
Proceedings of the 2010 conference on Data Mining for Business Applications
Obtaining optimal class distribution for decision trees: comparative analysis of CTC and C4.5
CAEPIA'09 Proceedings of the Current topics in artificial intelligence, and 13th conference on Spanish association for artificial intelligence
Multiclass visual classifier based on bipartite graph representation of decision tables
LION'10 Proceedings of the 4th international conference on Learning and intelligent optimization
Data mining via rules extracted from GMDH: an application to predict churn in bank credit cards
KES'10 Proceedings of the 14th international conference on Knowledge-based and intelligent information and engineering systems: Part I
Using biased discriminant analysis for email filtering
KES'10 Proceedings of the 14th international conference on Knowledge-based and intelligent information and engineering systems: Part I
Classification of software artifacts based on structural information
KES'10 Proceedings of the 14th international conference on Knowledge-based and intelligent information and engineering systems: Part IV
Fuzzy multiple support associative classification approach for prediction
ICAISC'10 Proceedings of the 10th international conference on Artificial intelligence and soft computing: Part I
New method for generation type-2 fuzzy partition for FDT
ICAISC'10 Proceedings of the 10th international conference on Artificial intelligence and soft computing: Part I
Pruning classification rules with reference vector selection methods
ICAISC'10 Proceedings of the 10th international conference on Artificial intelligence and soft computing: Part I
Do we need whatever more than k-NN?
ICAISC'10 Proceedings of the 10th international conference on Artificial intelligence and soft computing: Part I
SG'10 Proceedings of the 10th international conference on Smart graphics
NLDB'10 Proceedings of the Natural language processing and information systems, and 15th international conference on Applications of natural language to information systems
Detection of tumor tissue based on the multispectral imaging
ICCVG'10 Proceedings of the 2010 international conference on Computer vision and graphics: Part II
On the effectiveness of gene selection for microarray classification methods
ACIIDS'10 Proceedings of the Second international conference on Intelligent information and database systems: Part II
Improving induction decision trees with parallel genetic programming
EUROMICRO-PDP'02 Proceedings of the 10th Euromicro conference on Parallel, distributed and network-based processing
Hierarchical decision making scheme for sports video categorisation with temporal post-processing
CVPR'04 Proceedings of the 2004 IEEE computer society conference on Computer vision and pattern recognition
Fuzzy based clustering algorithm for privacy preserving data mining
International Journal of Business Information Systems
The Knowledge Engineering Review
Showing Automatically Generated Students' Conceptual Models to Students and Teachers
International Journal of Artificial Intelligence in Education
I/O conscious algorithm design and systems support for data analysis on emerging architectures
IPDPS'06 Proceedings of the 20th international conference on Parallel and distributed processing
Analysis of hepatitis dataset by decision tree based on graph-based induction
JSAI'03/JSAI04 Proceedings of the 2003 and 2004 international conference on New frontiers in artificial intelligence
Bus information system based on user models and dynamic generation of VoiceXML scripts
JSAI'03/JSAI04 Proceedings of the 2003 and 2004 international conference on New frontiers in artificial intelligence
JSAI'03/JSAI04 Proceedings of the 2003 and 2004 international conference on New frontiers in artificial intelligence
Pattern classification driven enhancements for human-in-the-loop decision support systems
Decision Support Systems
Robust ensemble learning for mining noisy data streams
Decision Support Systems
A class-specific ensemble feature selection approach for classification problems
Proceedings of the 48th Annual Southeast Regional Conference
A clustering rule-based approach to predictive modeling
Proceedings of the 48th Annual Southeast Regional Conference
IEEE/ACM Transactions on Computational Biology and Bioinformatics (TCBB)
Evolutionary model trees for handling continuous classes in machine learning
Information Sciences: an International Journal
Applying electromagnetism-like mechanism for feature selection
Information Sciences: an International Journal
Sequential covering rule induction algorithm for variable consistency rough set approaches
Information Sciences: an International Journal
Schism: a workload-driven approach to database replication and partitioning
Proceedings of the VLDB Endowment
A multimodal sensing system for detection of traumatic brain injury
WH '10 Wireless Health 2010
Internet traffic classification demystified: on the sources of the discriminative power
Proceedings of the 6th International COnference
IEEE Transactions on Evolutionary Computation
An automated solution to the multiuser carved data ascription problem
IEEE Transactions on Information Forensics and Security
Active learning from stream data using optimal weight classifier ensemble
IEEE Transactions on Systems, Man, and Cybernetics, Part B: Cybernetics
Original paper: Automatic grading of Bi-colored apples by multispectral machine vision
Computers and Electronics in Agriculture
Computers in Biology and Medicine
Greedy Algorithm with Weights for Decision Tree Construction
Fundamenta Informaticae - Hardest Boolean Functions and O.B. Lupanov
Supporting image retrieval framework with rule base system
Knowledge-Based Systems
Task allocation learning in a multiagent environment: Application to the RoboCupRescue simulation
Multiagent and Grid Systems
Scalable information extraction for web queries
International Journal of Computational Science and Engineering
Proceedings of the 2010 Conference of the Center for Advanced Studies on Collaborative Research
Identification of fraudulent financial statements using linguistic credibility analysis
Decision Support Systems
Test-cost sensitive classification using greedy algorithm on training data
ISICA'10 Proceedings of the 5th international conference on Advances in computation and intelligence
Social manipulation of online recommender systems
SocInfo'10 Proceedings of the Second international conference on Social informatics
1-vs-others rough decision forest
RSKT'10 Proceedings of the 5th international conference on Rough set and knowledge technology
Likelihood-based sampling from databases for rule induction methods
RSKT'10 Proceedings of the 5th international conference on Rough set and knowledge technology
Parallel implementation of classification algorithms based on MapReduce
RSKT'10 Proceedings of the 5th international conference on Rough set and knowledge technology
Question answering for Portuguese: how much is needed?
SBIA'10 Proceedings of the 20th Brazilian conference on Advances in artificial intelligence
Sparse episode identification in environmental datasets: The case of air quality assessment
Expert Systems with Applications: An International Journal
Comparing machine learning classifiers in potential distribution modelling
Expert Systems with Applications: An International Journal
Exploring the risk factors of preterm birth using data mining
Expert Systems with Applications: An International Journal
Identifying financially successful start-up profiles with data mining
Expert Systems with Applications: An International Journal
Clustering botnet communication traffic based on n-gram feature selection
Computer Communications
A tool for design pattern detection and software architecture reconstruction
Information Sciences: an International Journal
Citation recommendation without author supervision
Proceedings of the fourth ACM international conference on Web search and data mining
Citation-based journal ranks: The use of fuzzy measures
Fuzzy Sets and Systems
Multimedia data mining: state of the art and challenges
Multimedia Tools and Applications
Removing web spam links from search engine results
Journal in Computer Virology
Building a highly-compact and accurate associative classifier
Applied Intelligence
A pattern-recognition approach for driving skill characterization
IEEE Transactions on Intelligent Transportation Systems
A survey of recent trends in one class classification
AICS'09 Proceedings of the 20th Irish conference on Artificial intelligence and cognitive science
The landscape contest at ICPR 2010
ICPR'10 Proceedings of the 20th International conference on Recognizing patterns in signals, speech, images, and videos
Reranking for stacking ensemble learning
ICONIP'10 Proceedings of the 17th international conference on Neural information processing: theory and algorithms - Volume Part I
ICONIP'10 Proceedings of the 17th international conference on Neural information processing: models and applications - Volume Part II
Identifying important action primitives for high level activity recognition
EuroSSC'10 Proceedings of the 5th European conference on Smart sensing and context
Demonstration based Policy Learning in a Reduced Driving Environment
Proceedings of the 2011 conference on Neural Nets WIRN10: Proceedings of the 20th Italian Workshop on Neural Nets
A behavior-based SMS antispam system
IBM Journal of Research and Development
Greedy optimization classifiers ensemble based on diversity
Pattern Recognition
Prediction models for long-term Internet prefix availability
Computer Networks: The International Journal of Computer and Telecommunications Networking
A global relaxation labeling approach to coreference resolution
COLING '10 Proceedings of the 23rd International Conference on Computational Linguistics: Posters
A granular agent evolutionary algorithm for classification
Applied Soft Computing
IEA/AIE'10 Proceedings of the 23rd international conference on Industrial engineering and other applications of applied intelligent systems - Volume Part I
Class imbalance methods for translation initiation site recognition
IEA/AIE'10 Proceedings of the 23rd international conference on Industrial engineering and other applications of applied intelligent systems - Volume Part I
Feature selection applied to data from the Sloan digital sky survey
IEA/AIE'10 Proceedings of the 23rd international conference on Industrial engineering and other applications of applied intelligent systems - Volume Part I
Ensembles of probability estimation trees for customer churn prediction
IEA/AIE'10 Proceedings of the 23rd international conference on Industrial engineering and other applications of applied intelligent systems - Volume Part II
IEA/AIE'10 Proceedings of the 23rd international conference on Industrial engineering and other applications of applied intelligent systems - Volume Part III
Inducing decision trees from medical decision processes
KR4HC'10 Proceedings of the ECAI 2010 conference on Knowledge representation for health-care
The inverse classification problem
Journal of Computer Science and Technology
A niched genetic programming algorithm for classification rules discovery in geographic databases
SEAL'10 Proceedings of the 8th international conference on Simulated evolution and learning
Cluster integration for the cluster-based instance selection
ICCCI'10 Proceedings of the Second international conference on Computational collective intelligence: technologies and applications - Volume PartI
ICCCI'10 Proceedings of the Second international conference on Computational collective intelligence: technologies and applications - Volume PartI
A real coded MOGA for mining classification rules with missing attribute values
Proceedings of the 2011 International Conference on Communication, Computing & Security
A general multi-relational classification approach using feature generation and selection
ADMA'10 Proceedings of the 6th international conference on Advanced data mining and applications - Volume Part II
Authentic facial expression analysis
FGR' 04 Proceedings of the Sixth IEEE international conference on Automatic face and gesture recognition
WEKA---Experiences with a Java Open-Source Project
The Journal of Machine Learning Research
Social Services Computing: Concepts, Research Challenges, and Directions
GREENCOM-CPSCOM '10 Proceedings of the 2010 IEEE/ACM Int'l Conference on Green Computing and Communications & Int'l Conference on Cyber, Physical and Social Computing
Analysis of the impact of sampling on NetFlow traffic classification
Computer Networks: The International Journal of Computer and Telecommunications Networking
A predictive model for cerebrovascular disease using data mining
Expert Systems with Applications: An International Journal
Improving the performance of minor class in decision tree using duplicating instances
AIKED'11 Proceedings of the 10th WSEAS international conference on Artificial intelligence, knowledge engineering and data bases
Turn-taking cues in task-oriented dialogue
Computer Speech and Language
Automatic identification of discourse markers in dialogues: An in-depth study of like and well
Computer Speech and Language
Cost-sensitive case-based reasoning using a genetic algorithm: Application to medical diagnosis
Artificial Intelligence in Medicine
DDoS detection and traceback with decision tree and grey relational analysis
International Journal of Ad Hoc and Ubiquitous Computing
Utilizing gestures to improve sentence boundary detection
Multimedia Tools and Applications
Using focal point learning to improve human---machine tacit coordination
Autonomous Agents and Multi-Agent Systems
Learning random forests for ranking
Frontiers of Computer Science in China
Using data mining technology to deign an quality control system for manufacturing industry
ECS'10/ECCTD'10/ECCOM'10/ECCS'10 Proceedings of the European conference of systems, and European conference of circuits technology and devices, and European conference of communications, and European conference on Computer science
Use of Medical Subject Headings (MeSH) in Portuguese for categorizing web-based healthcare content
Journal of Biomedical Informatics
Filtering microblogging messages for social tv
Proceedings of the 20th international conference companion on World wide web
Neurocomputing
Spam detection in online classified advertisements
Proceedings of the 2011 Joint WICOW/AIRWeb Workshop on Web Quality
Comparison of soft-computing techniques for classification of intrusion-detection
MMES'10 Proceedings of the 2010 international conference on Mathematical models for engineering science
Product development with data mining techniques: A case on design of digital camera
Expert Systems with Applications: An International Journal
Mining software defect data to support software testing management
Applied Intelligence
An extended assessment of type-3 clones as detected by state-of-the-art tools
Software Quality Control
User Modeling and User-Adapted Interaction
Synthesis and analysis of recognizing procedures on the basis of full decision trees
Pattern Recognition and Image Analysis
Krimp: mining itemsets that compress
Data Mining and Knowledge Discovery
Foundations and Trends in Information Retrieval
Exploring discrepancies in findings obtained with the KDD Cup '99 data set
Intelligent Data Analysis
A unified granular fuzzy-neuro min-max relational framework for medical diagnosis
International Journal of Advanced Intelligence Paradigms
A statistical data mining approach in bacteriology for bacterial identification
International Journal of Data Analysis Techniques and Strategies
Wavelet decomposition and support vector machine for fault diagnosis of monoblock centrifugal pump
International Journal of Data Analysis Techniques and Strategies
Review: data mining: Past, present and future
The Knowledge Engineering Review
Constructing a fuzzy decision tree by integrating fuzzy sets and entropy
ACOS'06 Proceedings of the 5th WSEAS international conference on Applied computer science
Evolutionary flexible neural networks for intrusion detection system
ACOS'06 Proceedings of the 5th WSEAS international conference on Applied computer science
Fuzzy knowledge generation method for data-mining problems
ACS'06 Proceedings of the 6th WSEAS international conference on Applied computer science
Comparison of various machine learning-based classifications of relative clauses
ACS'06 Proceedings of the 6th WSEAS international conference on Applied computer science
Expert Systems with Applications: An International Journal
Categorize arabic data sets using multi-class classification based on association rule approach
Proceedings of the 2011 International Conference on Intelligent Semantic Web-Services and Applications
Intrusion detection and response system generator: using transferred belief model
AEE'05 Proceedings of the 4th WSEAS international conference on Applications of electrical engineering
Discovering characteristics of aberrant driving behavior
SMO'05 Proceedings of the 5th WSEAS international conference on Simulation, modelling and optimization
Decision tree based learning and genetic based learning to detect network intrusions
SMO'05 Proceedings of the 5th WSEAS international conference on Simulation, modelling and optimization
Ozone day prediction with radial basis function networks
ICS'10 Proceedings of the 14th WSEAS international conference on Systems: part of the 14th WSEAS CSCC multiconference - Volume II
Modular software process simulation models through metamodeling
ICCOMP'06 Proceedings of the 10th WSEAS international conference on Computers
Extended fast feature selection for classification modeling
ICCOMP'06 Proceedings of the 10th WSEAS international conference on Computers
ICCOMP'06 Proceedings of the 10th WSEAS international conference on Computers
ICCOMP'06 Proceedings of the 10th WSEAS international conference on Computers
Case-based Bayesian approach for prognostic prediction of breast cancer
ICCOMP'06 Proceedings of the 10th WSEAS international conference on Computers
A synergy of multi-objective optimization and data mining for the analysis of a flexible flow shop
Robotics and Computer-Integrated Manufacturing
Prediction and query evaluation using linguistic decision trees
Applied Soft Computing
Automatic recognition of piano music compositional styles
ICS'06 Proceedings of the 10th WSEAS international conference on Systems
Cooperative evolutive concept learning: an empirical study
EC'05 Proceedings of the 6th WSEAS international conference on Evolutionary computing
Fuzzy-rough nearest neighbour classification
Transactions on rough sets XIII
Core-generating discretization for rough set feature selection
Transactions on rough sets XIII
Proceedings of the 33rd International Conference on Software Engineering
Classification algorithms based on fisher discriminant and perceptron neural network
ISNN'05 Proceedings of the Second international conference on Advances in neural networks - Volume Part II
On kernel discriminant analyses applied to phoneme classification
ISNN'05 Proceedings of the Second international conference on Advances in neural networks - Volume Part II
A DGC-based data classification method used for abnormal network intrusion detection
ICONIP'06 Proceedings of the 13th international conference on Neural information processing - Volume Part III
Prototype-based threshold rules
ICONIP'06 Proceedings of the 13th international conference on Neural information processing - Volume Part III
An empirical study of long-lived code clones
FASE'11/ETAPS'11 Proceedings of the 14th international conference on Fundamental approaches to software engineering: part of the joint European conferences on theory and practice of software
Can network characteristics detect spam effectively in a stand-alone enterprise?
PAM'11 Proceedings of the 12th international conference on Passive and active measurement
Multi-objective genetic algorithm evaluation in feature selection
EMO'11 Proceedings of the 6th international conference on Evolutionary multi-criterion optimization
Feature level analysis for 3D facial expression recognition
Neurocomputing
A survey and experimental evaluation of image spam filtering techniques
Pattern Recognition Letters
Logical structure analysis of scientific publications in mathematics
Proceedings of the International Conference on Web Intelligence, Mining and Semantics
Classification based automatic information extraction system from free text
ACELAE'11 Proceedings of the 10th WSEAS international conference on communications, electrical & computer engineering, and 9th WSEAS international conference on Applied electromagnetics, wireless and optical communications
Cascading an emerging pattern based classifier
MCPR'10 Proceedings of the 2nd Mexican conference on Pattern recognition: Advances in pattern recognition
Hybrid feature selection method for supervised classification based on Laplacian score ranking
MCPR'10 Proceedings of the 2nd Mexican conference on Pattern recognition: Advances in pattern recognition
Intelligent Decision Technologies
Attempts to verify written English
Proceedings of The Fourth International C* Conference on Computer Science and Software Engineering
Adaptive flow control in flexible flow shop production systems: a knowledge-based approach
Winter Simulation Conference
Diagnosis of cardiac arrhythmia using fuzzy immune approach
ICANNGA'11 Proceedings of the 10th international conference on Adaptive and natural computing algorithms - Volume Part II
Using quick decision tree algorithm to find better RBF networks
ACIIDS'11 Proceedings of the Third international conference on Intelligent information and database systems - Volume Part I
ACIIDS'11 Proceedings of the Third international conference on Intelligent information and database systems - Volume Part I
Mining typical features for highly cited papers
Scientometrics
Quadratic error minimization in a distributed environment with privacy preserving
PSDML'10 Proceedings of the international ECML/PKDD conference on Privacy and security issues in data mining and machine learning
String analysis technique for shopping path in a supermarket
Journal of Intelligent Information Systems
Query reformulation mining: models, patterns, and applications
Information Retrieval
Mining learning-dependency between knowledge units from text
The VLDB Journal — The International Journal on Very Large Data Bases
Hierarchical annotation of medical images
Pattern Recognition
Machine learning approaches for high-resolution urban land cover classification: a comparative study
Proceedings of the 2nd International Conference on Computing for Geospatial Research & Applications
Routing-based map matching for extracting routes from GPS trajectories
Proceedings of the 2nd International Conference on Computing for Geospatial Research & Applications
Reducing the effort of bug report triage: Recommenders for development-oriented decisions
ACM Transactions on Software Engineering and Methodology (TOSEM)
A comparative analysis of methods for probability estimation tree
WSEAS Transactions on Computers
Analysing structure in complex networks using quality functions evolved by genetic programming
Proceedings of the 13th annual conference on Genetic and evolutionary computation
The power of quantitative grammatical evolution neural networks to detect gene-gene interactions
Proceedings of the 13th annual conference on Genetic and evolutionary computation
Flexible learning of k-dependence Bayesian network classifiers
Proceedings of the 13th annual conference on Genetic and evolutionary computation
Genetic algorithms as a pre processing strategy for imbalanced datasets
Proceedings of the 13th annual conference companion on Genetic and evolutionary computation
Towards the automatic design of decision tree induction algorithms
Proceedings of the 13th annual conference companion on Genetic and evolutionary computation
Detecting malicious web links and identifying their attack types
WebApps'11 Proceedings of the 2nd USENIX conference on Web application development
Bootstrapping coreference resolution using word associations
HLT '11 Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics: Human Language Technologies - Volume 1
Formalising and specifying underquantification
IWCS '11 Proceedings of the Ninth International Conference on Computational Semantics
A lung cancer outcome calculator using ensemble data mining on SEER data
Proceedings of the Tenth International Workshop on Data Mining in Bioinformatics
A comparative study for estimating software development effort intervals
Software Quality Control
Shell-neighbor method and its application in missing data imputation
Applied Intelligence
Low-complexity F0-based speech/nonspeech discrimination approach for digital hearing aids
Multimedia Tools and Applications
Artificial Intelligence in Medicine
A decision tree-based method for protein contact map prediction
EvoBIO'11 Proceedings of the 9th European conference on Evolutionary computation, machine learning and data mining in bioinformatics
A comparison of machine learning methods for the prediction of breast cancer
EvoBIO'11 Proceedings of the 9th European conference on Evolutionary computation, machine learning and data mining in bioinformatics
Learning and predicting financial time series by combining natural computation and agent simulation
EvoApplications'11 Proceedings of the 2011 international conference on Applications of evolutionary computation - Volume Part II
Support vector machine approach to cardiac SPECT diagnosis
IWCIA'11 Proceedings of the 14th international conference on Combinatorial image analysis
Job status prediction - catch them before they fail
GPC'11 Proceedings of the 6th international conference on Advances in grid and pervasive computing
TAMC'11 Proceedings of the 8th annual conference on Theory and applications of models of computation
An integrative approach for genomic island prediction in Prokaryotic genomes
ISBRA'11 Proceedings of the 7th international conference on Bioinformatics research and applications
Interpretability of linguistic fuzzy rule-based systems: An overview of interpretability measures
Information Sciences: an International Journal
Information Sciences: an International Journal
A DIAMOND method of inducing classification rules for biological data
Computers in Biology and Medicine
Behavior based web page evaluation
Journal of Web Engineering
Distributed learning with data reduction
Transactions on computational collective intelligence IV
Using classifier-based nominal imputation to improve machine learning
PAKDD'11 Proceedings of the 15th Pacific-Asia conference on Advances in knowledge discovery and data mining - Volume Part I
Random ensemble decision trees for learning concept-drifting data streams
PAKDD'11 Proceedings of the 15th Pacific-Asia conference on Advances in knowledge discovery and data mining - Volume Part I
A rule-based method for customer churn prediction in telecommunication services
PAKDD'11 Proceedings of the 15th Pacific-Asia conference on Advances in knowledge discovery and data mining - Volume Part I
A learning method for developing PROAFTN classifiers and a comparative study with decision trees
Canadian AI'11 Proceedings of the 24th Canadian conference on Advances in artificial intelligence
Cloud-based malware detection for evolving data streams
ACM Transactions on Management Information Systems (TMIS)
Handling missing data in software effort prediction with naive Bayes and EM algorithm
Proceedings of the 7th International Conference on Predictive Models in Software Engineering
Studying the fix-time for bugs in large open source projects
Proceedings of the 7th International Conference on Predictive Models in Software Engineering
CHIRP: a new classifier based on composite hypercubes on iterated random projections
Proceedings of the 17th ACM SIGKDD international conference on Knowledge discovery and data mining
Enabling fast prediction for ensemble models on data streams
Proceedings of the 17th ACM SIGKDD international conference on Knowledge discovery and data mining
Combining file content and file relations for cloud based malware detection
Proceedings of the 17th ACM SIGKDD international conference on Knowledge discovery and data mining
Differentially private data release for data mining
Proceedings of the 17th ACM SIGKDD international conference on Knowledge discovery and data mining
k-NN as an implementation of situation testing for discrimination discovery and prevention
Proceedings of the 17th ACM SIGKDD international conference on Knowledge discovery and data mining
Ask me better questions: active learning queries based on rule induction
Proceedings of the 17th ACM SIGKDD international conference on Knowledge discovery and data mining
Exploiting place features in link prediction on location-based social networks
Proceedings of the 17th ACM SIGKDD international conference on Knowledge discovery and data mining
ClassySeg: a machine learning approach to automatic stroke segmentation
Proceedings of the Eighth Eurographics Symposium on Sketch-Based Interfaces and Modeling
Dual layer voting method for efficient multi-label classification
IbPRIA'11 Proceedings of the 5th Iberian conference on Pattern recognition and image analysis
A parallel genetic programming algorithm for classification
HAIS'11 Proceedings of the 6th international conference on Hybrid artificial intelligent systems - Volume Part I
Early detection of potential experts in question answering communities
UMAP'11 Proceedings of the 19th international conference on User modeling, adaption, and personalization
Improving k nearest neighbor with exemplar generalization for imbalanced classification
PAKDD'11 Proceedings of the 15th Pacific-Asia conference on Advances in knowledge discovery and data mining - Volume Part II
Using a slim function word classifier to recognise instruction dialogue acts
KES-AMSTA'11 Proceedings of the 5th KES international conference on Agent and multi-agent systems: technologies and applications
A new cluster-based instance selection algorithm
KES-AMSTA'11 Proceedings of the 5th KES international conference on Agent and multi-agent systems: technologies and applications
Studying the hybridization of artificial neural networks in HECIC
IWANN'11 Proceedings of the 11th international conference on Artificial neural networks conference on Advances in computational intelligence - Volume Part II
Supporting system for detecting pathologies
IWANN'11 Proceedings of the 11th international conference on Artificial neural networks conference on Advances in computational intelligence - Volume Part II
Machine learning enhancement of storm scale ensemble precipitation forecasts
Proceedings of the 2011 workshop on Knowledge discovery, modeling and simulation
Data mining with a parallel rule induction system based on gene expression programming
International Journal of Innovative Computing and Applications
Investigating a novel GA-based feature selection method using improved KNN classifiers
International Journal of Information and Communication Technology
Learning microarchitectural behaviors to improve stimuli generation quality
Proceedings of the 48th Design Automation Conference
Class imbalance methods for translation initiation site recognition in DNA sequences
Knowledge-Based Systems
Fast wrapper feature subset selection in high-dimensional datasets by means of filter re-ranking
Knowledge-Based Systems
DTP: decision tree-based predictor of protein contact map
IEA/AIE'11 Proceedings of the 24th international conference on Industrial engineering and other applications of applied intelligent systems conference on Modern approaches in applied intelligence - Volume Part II
Comparing machine learning approaches for context-aware composition
SC'11 Proceedings of the 10th international conference on Software composition
Opinion classification techniques applied to a Spanish corpus
NLDB'11 Proceedings of the 16th international conference on Natural language processing and information systems
ECSQARU'11 Proceedings of the 11th European conference on Symbolic and quantitative approaches to reasoning with uncertainty
Machine learning methods in character recognition
RSFDGrC'11 Proceedings of the 13th international conference on Rough sets, fuzzy sets, data mining and granular computing
Tight combinatorial generalization bounds for threshold conjunction rules
PReMI'11 Proceedings of the 4th international conference on Pattern recognition and machine intelligence
A rough set based decision tree algorithm and its application in intrusion detection
PReMI'11 Proceedings of the 4th international conference on Pattern recognition and machine intelligence
Approximation of a coal mass by an ultrasonic sensor using regression rules
PReMI'11 Proceedings of the 4th international conference on Pattern recognition and machine intelligence
Discovery of probabilistic mappings between taxonomies: principles and experiments
Journal on data semantics XV
Hybrid parallel classifiers for semantic subspace learning
ICANN'11 Proceedings of the 21st international conference on Artificial neural networks - Volume Part II
Top-down induction of reduced ordered decision diagrams from neural networks
ICANN'11 Proceedings of the 21st international conference on Artificial neural networks - Volume Part II
Incremental rule induction based on rough set theory
ISMIS'11 Proceedings of the 19th international conference on Foundations of intelligent systems
ISMIS'11 Proceedings of the 19th international conference on Foundations of intelligent systems
ETree miner: a new GUHA procedure for building exploration trees
ISMIS'11 Proceedings of the 19th international conference on Foundations of intelligent systems
Detecting web crawlers from web server access logs with data mining classifiers
ISMIS'11 Proceedings of the 19th international conference on Foundations of intelligent systems
Using aspiration adaptation theory to improve learning
The 10th International Conference on Autonomous Agents and Multiagent Systems - Volume 1
Semi-supervised learning for mixed-type data via formal concept analysis
ICCS'11 Proceedings of the 19th international conference on Conceptual structures for discovering knowledge
Hierarchical multilabel protein function prediction using local neural networks
BSB'11 Proceedings of the 6th Brazilian conference on Advances in bioinformatics and computational biology
DaWaK'11 Proceedings of the 13th international conference on Data warehousing and knowledge discovery
Time aware index for link prediction in social networks
DaWaK'11 Proceedings of the 13th international conference on Data warehousing and knowledge discovery
Comparing classifiers and metaclassifiers
ICDM'11 Proceedings of the 11th international conference on Advances in data mining: applications and theoretical aspects
Fast data acquisition in cost-sensitive learning
ICDM'11 Proceedings of the 11th international conference on Advances in data mining: applications and theoretical aspects
ICDM'11 Proceedings of the 11th international conference on Advances in data mining: applications and theoretical aspects
ICDM'11 Proceedings of the 11th international conference on Advances in data mining: applications and theoretical aspects
Recognition of porosity in wood microscopic anatomical images
ICDM'11 Proceedings of the 11th international conference on Advances in data mining: applications and theoretical aspects
Separability of split value criterion with weighted separation gains
MLDM'11 Proceedings of the 7th international conference on Machine learning and data mining in pattern recognition
MLDM'11 Proceedings of the 7th international conference on Machine learning and data mining in pattern recognition
Contributions to the study of SMS spam filtering: new collection and results
Proceedings of the 11th ACM symposium on Document engineering
Classification knowledge discovery in mold tooling test using decision tree algorithm
Journal of Intelligent Manufacturing
Anonymity meets game theory: secure data integration with malicious participants
The VLDB Journal — The International Journal on Very Large Data Bases
Ensemble pruning via base-classifier replacement
WAIM'11 Proceedings of the 12th international conference on Web-age information management
Exploring gender differences in member profiles of an online dating site across 35 countries
MSM'10/MUSE'10 Proceedings of the 2010 international conference on Analysis of social media and ubiquitous data
An automatic intrusion diagnosis approach for clouds
International Journal of Automation and Computing
A graph model for mutual information based clustering
Journal of Intelligent Information Systems
On-the-fly generalization hierarchies for numerical attributes revisited
SDM'11 Proceedings of the 8th VLDB international conference on Secure data management
From fuzzy association rule mining to effective classification framework
IDEAL'11 Proceedings of the 12th international conference on Intelligent data engineering and automated learning
Enhanced Topic-based Vector Space Model for semantics-aware spam filtering
Expert Systems with Applications: An International Journal
Supporting teachers in adaptive educational systems through predictive models: A proof of concept
Expert Systems with Applications: An International Journal
Discrete decision tree induction to avoid overfitting on categorical data
MAMECTIS/NOLASC/CONTROL/WAMUS'11 Proceedings of the 13th WSEAS international conference on mathematical methods, computational techniques and intelligent systems, and 10th WSEAS international conference on non-linear analysis, non-linear systems and chaos, and 7th WSEAS international conference on dynamical systems and control, and 11th WSEAS international conference on Wavelet analysis and multirate systems: recent researches in computational techniques, non-linear systems and control
On positive and unlabeled learning for text classification
TSD'11 Proceedings of the 14th international conference on Text, speech and dialogue
On the explicit and implicit spatiotemporal architecture of narratives of personal experience
COSIT'11 Proceedings of the 10th international conference on Spatial information theory
A Bayesian approach for combining ensembles of GP classifiers
MCS'11 Proceedings of the 10th international conference on Multiple classifier systems
GRASP forest: a new ensemble method for trees
MCS'11 Proceedings of the 10th international conference on Multiple classifier systems
Ensembles of decision trees for imbalanced data
MCS'11 Proceedings of the 10th international conference on Multiple classifier systems
Automating the calibration of a neonatal condition monitoring system
AIME'11 Proceedings of the 13th conference on Artificial intelligence in medicine
Agent-based system with learning capabilities for transport problems
ICCCI'11 Proceedings of the Third international conference on Computational collective intelligence: technologies and applications - Volume Part II
ICCCI'11 Proceedings of the Third international conference on Computational collective intelligence: technologies and applications - Volume Part II
Validated decision trees versus collective decisions
ICCCI'11 Proceedings of the Third international conference on Computational collective intelligence: technologies and applications - Volume Part II
An adaptive discretization in the ACDT algorithm for continuous attributes
ICCCI'11 Proceedings of the Third international conference on Computational collective intelligence: technologies and applications - Volume Part II
Pupillary response based cognitive workload measurement under luminance changes
INTERACT'11 Proceedings of the 13th IFIP TC 13 international conference on Human-computer interaction - Volume Part II
A method for scribe distinction in medieval manuscripts using page layout features
ICIAP'11 Proceedings of the 16th international conference on Image analysis and processing: Part I
Towards a brain-sensitive intelligent tutoring system: detecting emotions from brainwaves
Advances in Artificial Intelligence
A multilevel information fusion approach for visual quality inspection
Information Fusion
Enumeration tree based emerging patterns mining by using two different supports
ICHIT'11 Proceedings of the 5th international conference on Convergence and hybrid information technology
Automatic annotation of bibliographical references for descriptive language materials
CLEF'11 Proceedings of the Second international conference on Multilingual and multimodal information access evaluation
Time stamping in the presence of latency and drift
ICAIS'11 Proceedings of the Second international conference on Adaptive and intelligent systems
MICCAI'11 Proceedings of the 2011 international conference on Prostate cancer imaging: image analysis and image-guided interventions
WISM'11 Proceedings of the 2011 international conference on Web information systems and mining - Volume Part I
IGC: an image genre classification system
AICI'11 Proceedings of the Third international conference on Artificial intelligence and computational intelligence - Volume Part II
A new metric for greedy ensemble pruning
AICI'11 Proceedings of the Third international conference on Artificial intelligence and computational intelligence - Volume Part II
SURF: detecting and measuring search poisoning
Proceedings of the 18th ACM conference on Computer and communications security
A nonparametric classification method based on K-associated graphs
Information Sciences: an International Journal
Identifying mislabeled training data with the aid of unlabeled data
Applied Intelligence
Benefits and barriers of user evaluation in software engineering research
Proceedings of the 2011 ACM international conference on Object oriented programming systems languages and applications
Possibilistic network-based classifiers: on the reject option and concept drift issues
SUM'11 Proceedings of the 5th international conference on Scalable uncertainty management
RSKT'11 Proceedings of the 6th international conference on Rough sets and knowledge technology
Learning dynamic adaptation strategies in agent-based traffic simulation experiments
MATES'11 Proceedings of the 9th German conference on Multiagent system technologies
Summarizing frequent itemsets via pignistic transformation
EPIA'11 Proceedings of the 15th Portugese conference on Progress in artificial intelligence
[KD3] A workflow-based application for exploration of biomedical data sets
Transactions on large-scale data- and knowledge-centered systems IV
Journal of Artificial Intelligence Research
Fast Kernel Discriminant Analysis for Classification of Liver Cancer Mass Spectra
IEEE/ACM Transactions on Computational Biology and Bioinformatics (TCBB)
Rule Extraction from Support Vector Machines and Its Applications
WI-IAT '11 Proceedings of the 2011 IEEE/WIC/ACM International Conferences on Web Intelligence and Intelligent Agent Technology - Volume 03
Alternative Approach to Tree-Structured Web Log Representation and Mining
WI-IAT '11 Proceedings of the 2011 IEEE/WIC/ACM International Conferences on Web Intelligence and Intelligent Agent Technology - Volume 01
Exploring the relationship between novice programmer confusion and achievement
ACII'11 Proceedings of the 4th international conference on Affective computing and intelligent interaction - Volume Part I
Modeling latent discriminative dynamic of multi-dimensional affective signals
ACII'11 Proceedings of the 4th international conference on Affective computing and intelligent interaction - Volume Part II
Structured data classification by means of matrix factorization
Proceedings of the 20th ACM international conference on Information and knowledge management
A text-based decision support system for financial sequence prediction
Decision Support Systems
An experimental comparison of classification algorithms for imbalanced credit scoring data sets
Expert Systems with Applications: An International Journal
Pattern recognition in multivariate time series: dissertation proposal
Proceedings of the 4th workshop on Workshop for Ph.D. students in information & knowledge management
Airshark: detecting non-WiFi RF devices using commodity WiFi hardware
Proceedings of the 2011 ACM SIGCOMM conference on Internet measurement conference
International Journal of Applied Mathematics and Computer Science - Semantic Knowledge Engineering
Internet Auction Fraud Detection Using Social Network Analysis and Classification Tree Approaches
International Journal of Electronic Commerce
An Application of Expectation-Maximization for Model Verification
Annales UMCS, Informatica
An interval set model for learning rules from incomplete information table
International Journal of Approximate Reasoning
A genetic algorithm-based rule extraction system
Applied Soft Computing
Classification systems based on rough sets under the belief function framework
International Journal of Approximate Reasoning
Using decision trees for generating adaptive SPIT signatures
Proceedings of the 4th international conference on Security of information and networks
ICMI '11 Proceedings of the 13th international conference on multimodal interfaces
An incremental ensemble of classifiers
Artificial Intelligence Review
The effect of class imbalance, complexity, size, and learning distribution on classifier performance
International Journal of Advanced Intelligence Paradigms
A diversity-driven structure learning algorithm for building hierarchical neuro-fuzzy classifiers
Information Sciences: an International Journal
A new method for semi-automatic fuzzy training and its application in environmental modeling
Environmental Modelling & Software
Robust feature selection by mutual information distributions
UAI'02 Proceedings of the Eighteenth conference on Uncertainty in artificial intelligence
Context-specific approximation in probabilistic inference
UAI'98 Proceedings of the Fourteenth conference on Uncertainty in artificial intelligence
UAI'95 Proceedings of the Eleventh conference on Uncertainty in artificial intelligence
Estimating continuous distributions in Bayesian classifiers
UAI'95 Proceedings of the Eleventh conference on Uncertainty in artificial intelligence
Context-specific independence in Bayesian networks
UAI'96 Proceedings of the Twelfth international conference on Uncertainty in artificial intelligence
Learning Bayesian networks with local structure
UAI'96 Proceedings of the Twelfth international conference on Uncertainty in artificial intelligence
Induction of selective Bayesian classifiers
UAI'94 Proceedings of the Tenth international conference on Uncertainty in artificial intelligence
Improved incremental orthogonal centroid algorithm for visualising pipeline sensor datasets
IVIC'11 Proceedings of the Second international conference on Visual informatics: sustaining research and innovations - Volume Part I
CAEPIA'11 Proceedings of the 14th international conference on Advances in artificial intelligence: spanish association for artificial intelligence
On the effectiveness of distributed learning on different class-probability distributions of data
CAEPIA'11 Proceedings of the 14th international conference on Advances in artificial intelligence: spanish association for artificial intelligence
Information extraction for standardization of tourism products
CAEPIA'11 Proceedings of the 14th international conference on Advances in artificial intelligence: spanish association for artificial intelligence
An efficient local region and clustering-based ensemble system for intrusion detection
Proceedings of the 15th Symposium on International Database Engineering & Applications
Comparative analysis of data mining methods for bankruptcy prediction
Decision Support Systems
Computers & Mathematics with Applications
SAWSDL-iMatcher: A customizable and effective Semantic Web Service matchmaker
Web Semantics: Science, Services and Agents on the World Wide Web
Mapping queries to the Linking Open Data cloud: A case study using DBpedia
Web Semantics: Science, Services and Agents on the World Wide Web
Dynamic categorization of clinical research eligibility criteria by hierarchical clustering
Journal of Biomedical Informatics
Annotating and learning event durations in text
Computational Linguistics
Deja vu: fingerprinting network problems
Proceedings of the Seventh COnference on emerging Networking EXperiments and Technologies
Conceptual modeling with neural network for giftedness identification and education
ICNC'05 Proceedings of the First international conference on Advances in Natural Computation - Volume Part II
Incorporating web intelligence into website evolution
ICNC'05 Proceedings of the First international conference on Advances in Natural Computation - Volume Part II
Survey and taxonomy of feature selection algorithms in intrusion detection system
Inscrypt'06 Proceedings of the Second SKLOIS conference on Information Security and Cryptology
Multiple sets of rules for text categorization
ADVIS'04 Proceedings of the Third international conference on Advances in Information Systems
Proteomic pattern classification using bio-markers for prostate cancer diagnosis
CIS'04 Proceedings of the First international conference on Computational and Information Science
Knowledge maintenance on data streams with concept drifting
CIS'04 Proceedings of the First international conference on Computational and Information Science
CLINCH: clustering incomplete high-dimensional data for data mining application
APWeb'05 Proceedings of the 7th Asia-Pacific web conference on Web Technologies Research and Development
Relational learning: statistical approach versus logical approach in document image understanding
AI*IA'05 Proceedings of the 9th conference on Advances in Artificial Intelligence
Handling continuous-valued attributes in incremental first-order rules learning
AI*IA'05 Proceedings of the 9th conference on Advances in Artificial Intelligence
Mining relational association rules for propositional classification
AI*IA'05 Proceedings of the 9th conference on Advances in Artificial Intelligence
ICAPR'05 Proceedings of the Third international conference on Advances in Pattern Recognition - Volume Part I
A biased support vector machine approach to web filtering
ICAPR'05 Proceedings of the Third international conference on Advances in Pattern Recognition - Volume Part I
Consolidated tree classifier learning in a car insurance fraud detection domain with class imbalance
ICAPR'05 Proceedings of the Third international conference on Advances in Pattern Recognition - Volume Part I
Analysis of MHC-Peptide binding using amino acid property-based decision rules
ICAPR'05 Proceedings of the Third international conference on Advances in Pattern Recognition - Volume Part I
A connectionist fuzzy case-based reasoning model
MICAI'06 Proceedings of the 5th Mexican international conference on Artificial Intelligence
Solving hybrid markov decision processes
MICAI'06 Proceedings of the 5th Mexican international conference on Artificial Intelligence
Decision forests with oblique decision trees
MICAI'06 Proceedings of the 5th Mexican international conference on Artificial Intelligence
Using reliable short rules to avoid unnecessary tests in decision trees
MICAI'06 Proceedings of the 5th Mexican international conference on Artificial Intelligence
VDMB'06 Proceedings of the First international conference on Data Mining and Bioinformatics
Exploring essential attributes for detecting MicroRNA precursors from background sequences
VDMB'06 Proceedings of the First international conference on Data Mining and Bioinformatics
A novel data mining approach for the accurate prediction of translation initiation sites
ISBMDA'06 Proceedings of the 7th international conference on Biological and Medical Data Analysis
Two-Stage classifier for diagnosis of hypertension type
ISBMDA'06 Proceedings of the 7th international conference on Biological and Medical Data Analysis
Integrating semantic templates with decision tree for image semantic learning
MMM'07 Proceedings of the 13th International conference on Multimedia Modeling - Volume Part II
Classification algorithms for biomedical volume datasets
CAEPIA'05 Proceedings of the 11th Spanish association conference on Current Topics in Artificial Intelligence
A New Approach: Role of Data Mining in Prediction of Survival of Burn Patients
Journal of Medical Systems
An artificial immune classifier for credit scoring analysis
Applied Soft Computing
Assessment of software testing time using soft computing techniques
ACM SIGSOFT Software Engineering Notes
Learning to Infer the Status of Heavy-Duty Sensors for Energy-Efficient Context-Sensing
ACM Transactions on Intelligent Systems and Technology (TIST)
The greedy prepend algorithm for decision list induction
ISCIS'06 Proceedings of the 21st international conference on Computer and Information Sciences
Distance function learning in error-correcting output coding framework
ICONIP'06 Proceedings of the 13th international conference on Neural Information Processing - Volume Part II
An approach to automatic target recognition in radar images using SVM
CIARP'06 Proceedings of the 11th Iberoamerican conference on Progress in Pattern Recognition, Image Analysis and Applications
Blind signal separation of similar pitches and instruments in a noisy polyphonic domain
ISMIS'06 Proceedings of the 16th international conference on Foundations of Intelligent Systems
ISMIS'06 Proceedings of the 16th international conference on Foundations of Intelligent Systems
Complex adaptive systems: using a free-market simulation to estimate attribute relevance
ISMIS'06 Proceedings of the 16th international conference on Foundations of Intelligent Systems
Decision trees for hierarchical multilabel classification: a case study in functional genomics
PKDD'06 Proceedings of the 10th European conference on Principle and Practice of Knowledge Discovery in Databases
Don't be afraid of simpler patterns
PKDD'06 Proceedings of the 10th European conference on Principle and Practice of Knowledge Discovery in Databases
k-Anonymous Decision Tree Induction
PKDD'06 Proceedings of the 10th European conference on Principle and Practice of Knowledge Discovery in Databases
Refining aggregate conditions in relational learning
PKDD'06 Proceedings of the 10th European conference on Principle and Practice of Knowledge Discovery in Databases
Measuring to fit: virtual tailoring through cluster analysis and classification
PKDD'06 Proceedings of the 10th European conference on Principle and Practice of Knowledge Discovery in Databases
Compression picks item sets that matter
PKDD'06 Proceedings of the 10th European conference on Principle and Practice of Knowledge Discovery in Databases
Itemset support queries using frequent itemsets and their condensed representations
DS'06 Proceedings of the 9th international conference on Discovery Science
DS'06 Proceedings of the 9th international conference on Discovery Science
Incremental algorithm driven by error margins
DS'06 Proceedings of the 9th international conference on Discovery Science
From inductive logic programming to relational data mining
JELIA'06 Proceedings of the 10th European conference on Logics in Artificial Intelligence
System of systems hazard analysis using simulation and machine learning
SAFECOMP'06 Proceedings of the 25th international conference on Computer Safety, Reliability, and Security
Automatically evolving rule induction algorithms
ECML'06 Proceedings of the 17th European conference on Machine Learning
Improving the ranking performance of decision trees
ECML'06 Proceedings of the 17th European conference on Machine Learning
Cascade evaluation of clustering algorithms
ECML'06 Proceedings of the 17th European conference on Machine Learning
Cost-Sensitive decision tree learning for forensic classification
ECML'06 Proceedings of the 17th European conference on Machine Learning
Right of inference: nearest rectangle learning revisited
ECML'06 Proceedings of the 17th European conference on Machine Learning
An efficient approximation to lookahead in relational learners
ECML'06 Proceedings of the 17th European conference on Machine Learning
Bagging using statistical queries
ECML'06 Proceedings of the 17th European conference on Machine Learning
A note on the handling of fuzziness for continuous-valued attributes in decision tree generation
FSKD'06 Proceedings of the Third international conference on Fuzzy Systems and Knowledge Discovery
Similarity classifier with generalized mean; ideal vector approach
FSKD'06 Proceedings of the Third international conference on Fuzzy Systems and Knowledge Discovery
Sequence outlier detection based on chaos theory and its application on stock market
FSKD'06 Proceedings of the Third international conference on Fuzzy Systems and Knowledge Discovery
Spam behavior recognition based on session layer data mining
FSKD'06 Proceedings of the Third international conference on Fuzzy Systems and Knowledge Discovery
Detection of pathological cells in phase contrast cytological images
ACIVS'06 Proceedings of the 8th international conference on Advanced Concepts For Intelligent Vision Systems
Classification using multiple and negative target rules
KES'06 Proceedings of the 10th international conference on Knowledge-Based Intelligent Information and Engineering Systems - Volume Part I
Combined gene selection methods for microarray data analysis
KES'06 Proceedings of the 10th international conference on Knowledge-Based Intelligent Information and Engineering Systems - Volume Part I
Privacy leakage in multi-relational learning via unwanted classification models
Proceedings of the 2011 Conference of the Center for Advanced Studies on Collaborative Research
Identifying destinations automatically from human generated route directions
Proceedings of the 19th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems
Pattern analysis of movement behavior of medaka (oryzias latipes): a decision tree approach
CAIP'05 Proceedings of the 11th international conference on Computer Analysis of Images and Patterns
Privacy-preserving decision tree mining based on random substitutions
ETRICS'06 Proceedings of the 2006 international conference on Emerging Trends in Information and Communication Security
Temporal rating habits: a valuable tool for rating discrimination
Proceedings of the 2nd Challenge on Context-Aware Movie Recommendation
RAF: an activation framework for refining similarity queries using learning techniques
DASFAA'06 Proceedings of the 11th international conference on Database Systems for Advanced Applications
Projecting financial data using genetic programming in classification and regression tasks
EuroGP'06 Proceedings of the 9th European conference on Genetic Programming
PPAM'05 Proceedings of the 6th international conference on Parallel Processing and Applied Mathematics
BioDM'06 Proceedings of the 2006 international conference on Data Mining for Biomedical Applications
Generation of comprehensible hypotheses from gene expression data
BioDM'06 Proceedings of the 2006 international conference on Data Mining for Biomedical Applications
Informative MicroRNA expression patterns for cancer classification
BioDM'06 Proceedings of the 2006 international conference on Data Mining for Biomedical Applications
RNBL-MN: a recursive naive bayes learner for sequence classification
PAKDD'06 Proceedings of the 10th Pacific-Asia conference on Advances in Knowledge Discovery and Data Mining
Constructive meta-level feature selection method based on method repositories
PAKDD'06 Proceedings of the 10th Pacific-Asia conference on Advances in Knowledge Discovery and Data Mining
Variable randomness in decision tree ensembles
PAKDD'06 Proceedings of the 10th Pacific-Asia conference on Advances in Knowledge Discovery and Data Mining
Constructing decision trees for graph-structured data by chunkingless graph-based induction
PAKDD'06 Proceedings of the 10th Pacific-Asia conference on Advances in Knowledge Discovery and Data Mining
Evaluating a rule evaluation support method based on objective rule evaluation indices
PAKDD'06 Proceedings of the 10th Pacific-Asia conference on Advances in Knowledge Discovery and Data Mining
A VPRSM based approach for inducing decision trees
RSKT'06 Proceedings of the First international conference on Rough Sets and Knowledge Technology
Developing a rule evaluation support method based on objective indices
RSKT'06 Proceedings of the First international conference on Rough Sets and Knowledge Technology
Feature selection, rule extraction, and score model: making ATC competitive with SVM
RSKT'06 Proceedings of the First international conference on Rough Sets and Knowledge Technology
Three classifiers for acute abdominal pain diagnosis – comparative study
ICCS'05 Proceedings of the 5th international conference on Computational Science - Volume Part III
PCI'05 Proceedings of the 10th Panhellenic conference on Advances in Informatics
A new test system for stability measurement of marker gene selection in DNA microarray data analysis
PCI'05 Proceedings of the 10th Panhellenic conference on Advances in Informatics
Protein classification with multiple algorithms
PCI'05 Proceedings of the 10th Panhellenic conference on Advances in Informatics
Understanding protein structure prediction using SVM_DT
ISPA'05 Proceedings of the 2005 international conference on Parallel and Distributed Processing and Applications
HiPC'05 Proceedings of the 12th international conference on High Performance Computing
Automatic extraction of DNA profiles in polyacrilamide gel electrophoresis images
CIARP'05 Proceedings of the 10th Iberoamerican Congress conference on Progress in Pattern Recognition, Image Analysis and Applications
Decision tree induction with CBR
PReMI'05 Proceedings of the First international conference on Pattern Recognition and Machine Intelligence
Switching neural networks: a new connectionist model for classification
WIRN'05 Proceedings of the 16th Italian conference on Neural Nets
Many are better than one: improving probabilistic estimates from decision trees
MLCW'05 Proceedings of the First international conference on Machine Learning Challenges: evaluating Predictive Uncertainty Visual Object Classification, and Recognizing Textual Entailment
Textual entailment recognition based on dependency analysis and wordnet
MLCW'05 Proceedings of the First international conference on Machine Learning Challenges: evaluating Predictive Uncertainty Visual Object Classification, and Recognizing Textual Entailment
SETN'06 Proceedings of the 4th Helenic conference on Advances in Artificial Intelligence
Recognition of greek phonemes using support vector machines
SETN'06 Proceedings of the 4th Helenic conference on Advances in Artificial Intelligence
Ensemble pruning using reinforcement learning
SETN'06 Proceedings of the 4th Helenic conference on Advances in Artificial Intelligence
Prediction of translation initiation sites using classifier selection
SETN'06 Proceedings of the 4th Helenic conference on Advances in Artificial Intelligence
Employing fujisaki's intonation model parameters for emotion recognition
SETN'06 Proceedings of the 4th Helenic conference on Advances in Artificial Intelligence
Predicting fraudulent financial statements with machine learning techniques
SETN'06 Proceedings of the 4th Helenic conference on Advances in Artificial Intelligence
Tree2: decision trees for tree structured data
PKDD'05 Proceedings of the 9th European conference on Principles and Practice of Knowledge Discovery in Databases
Ensembles of balanced nested dichotomies for multi-class problems
PKDD'05 Proceedings of the 9th European conference on Principles and Practice of Knowledge Discovery in Databases
Unsupervised discretization using tree-based density estimation
PKDD'05 Proceedings of the 9th European conference on Principles and Practice of Knowledge Discovery in Databases
Hybrid cost-sensitive decision tree
PKDD'05 Proceedings of the 9th European conference on Principles and Practice of Knowledge Discovery in Databases
Evaluating the correlation between objective rule interestingness measures and real human interest
PKDD'05 Proceedings of the 9th European conference on Principles and Practice of Knowledge Discovery in Databases
Speeding up logistic model tree induction
PKDD'05 Proceedings of the 9th European conference on Principles and Practice of Knowledge Discovery in Databases
ACME: an associative classifier based on maximum entropy principle
ALT'05 Proceedings of the 16th international conference on Algorithmic Learning Theory
WM'05 Proceedings of the Third Biennial conference on Professional Knowledge Management
Parallel mining for classification rules with ant colony algorithm
CIS'05 Proceedings of the 2005 international conference on Computational Intelligence and Security - Volume Part I
Automatic feature selection for classification of health data
AI'05 Proceedings of the 18th Australian Joint conference on Advances in Artificial Intelligence
Model trees for classification of hybrid data types
IDEAL'05 Proceedings of the 6th international conference on Intelligent Data Engineering and Automated Learning
Improving ensembles with classificational cellular automata
IDEAL'05 Proceedings of the 6th international conference on Intelligent Data Engineering and Automated Learning
Induction of linear decision trees with real-coded genetic algorithms and k-d trees
IDEAL'05 Proceedings of the 6th international conference on Intelligent Data Engineering and Automated Learning
Discretizing continuous attributes using information theory
ISCIS'05 Proceedings of the 20th international conference on Computer and Information Sciences
Incremental clustering using a core-based approach
ISCIS'05 Proceedings of the 20th international conference on Computer and Information Sciences
Effective and scalable authorship attribution using function words
AIRS'05 Proceedings of the Second Asia conference on Asia Information Retrieval Technology
AIRS'05 Proceedings of the Second Asia conference on Asia Information Retrieval Technology
A hybrid classification system for cancer diagnosis with proteomic bio-markers
EPIA'05 Proceedings of the 12th Portuguese conference on Progress in Artificial Intelligence
Hierarchical multi-classification with predictive clustering trees in functional genomics
EPIA'05 Proceedings of the 12th Portuguese conference on Progress in Artificial Intelligence
Improving noun phrase coreference resolution by matching strings
IJCNLP'04 Proceedings of the First international joint conference on Natural Language Processing
Specification retrieval – how to find attribute-value information on the web
IJCNLP'04 Proceedings of the First international joint conference on Natural Language Processing
Word folding: taking the snapshot of words instead of the whole
IJCNLP'04 Proceedings of the First international joint conference on Natural Language Processing
Syntactic analysis of long sentences based on s-clauses
IJCNLP'04 Proceedings of the First international joint conference on Natural Language Processing
Statistical properties of lattices affect topographic error in self-organizing maps
ICANN'05 Proceedings of the 15th international conference on Artificial Neural Networks: biological Inspirations - Volume Part I
Multiclass credit cardholders’ behaviors classification methods
ICCS'06 Proceedings of the 6th international conference on Computational Science - Volume Part IV
Segmentation of software engineering datasets using the m5 algorithm
ICCS'06 Proceedings of the 6th international conference on Computational Science - Volume Part IV
BPM'06 Proceedings of the 4th international conference on Business Process Management
An intelligent model for the classification of children's occupational therapy problems
Expert Systems with Applications: An International Journal
Simple instance selection for bankruptcy prediction
Knowledge-Based Systems
Computers in Biology and Medicine
RAGE - A rapid graphlet enumerator for large networks
Computer Networks: The International Journal of Computer and Telecommunications Networking
An analytic approach to better understanding and management of coronary surgeries
Decision Support Systems
Proceedings of the 2nd ACM SIGHIT International Health Informatics Symposium
Determination of storage locations for incoming containers of uncertain weight
IEA/AIE'06 Proceedings of the 19th international conference on Advances in Applied Artificial Intelligence: industrial, Engineering and Other Applications of Applied Intelligent Systems
An intelligent customer retention system
IEA/AIE'06 Proceedings of the 19th international conference on Advances in Applied Artificial Intelligence: industrial, Engineering and Other Applications of Applied Intelligent Systems
Software diagnosis using fuzzified attribute base on modified MEPA
IEA/AIE'06 Proceedings of the 19th international conference on Advances in Applied Artificial Intelligence: industrial, Engineering and Other Applications of Applied Intelligent Systems
Handling incomplete categorical data for supervised learning
IEA/AIE'06 Proceedings of the 19th international conference on Advances in Applied Artificial Intelligence: industrial, Engineering and Other Applications of Applied Intelligent Systems
A measure for data set editing by ordered projections
IEA/AIE'06 Proceedings of the 19th international conference on Advances in Applied Artificial Intelligence: industrial, Engineering and Other Applications of Applied Intelligent Systems
Comparing meta-learning algorithms
IBERAMIA-SBIA'06 Proceedings of the 2nd international joint conference, and Proceedings of the 10th Ibero-American Conference on AI 18th Brazilian conference on Advances in Artificial Intelligence
Selecting a feature set to summarize texts in brazilian portuguese
IBERAMIA-SBIA'06 Proceedings of the 2nd international joint conference, and Proceedings of the 10th Ibero-American Conference on AI 18th Brazilian conference on Advances in Artificial Intelligence
Shallow parsing based on comma values
IBERAMIA-SBIA'06 Proceedings of the 2nd international joint conference, and Proceedings of the 10th Ibero-American Conference on AI 18th Brazilian conference on Advances in Artificial Intelligence
On a unified framework for sampling with and without replacement in decision tree ensembles
AIMSA'06 Proceedings of the 12th international conference on Artificial Intelligence: methodology, Systems, and Applications
A comparison of breast tissue classification techniques
MICCAI'06 Proceedings of the 9th international conference on Medical Image Computing and Computer-Assisted Intervention - Volume Part II
CISC'05 Proceedings of the First SKLOIS conference on Information Security and Cryptology
Learning with data streams – an NNTree based approach
EUC'05 Proceedings of the 2005 international conference on Embedded and Ubiquitous Computing
Graph clustering based on structural similarity of fragments
Proceedings of the 2005 international conference on Federation over the Web
Disambiguation based on wordnet for transliteration of arabic numerals for korean TTS
CICLing'06 Proceedings of the 7th international conference on Computational Linguistics and Intelligent Text Processing
Improving kNN text categorization by removing outliers from training set
CICLing'06 Proceedings of the 7th international conference on Computational Linguistics and Intelligent Text Processing
EuroGP'06 Proceedings of the 2006 international conference on Applications of Evolutionary Computing
EuroGP'06 Proceedings of the 2006 international conference on Applications of Evolutionary Computing
Automatic classification of handsegmented image parts with differential evolution
EuroGP'06 Proceedings of the 2006 international conference on Applications of Evolutionary Computing
Genetic programming for automatic stress detection in spoken english
EuroGP'06 Proceedings of the 2006 international conference on Applications of Evolutionary Computing
EuroGP'06 Proceedings of the 2006 international conference on Applications of Evolutionary Computing
From clusters to rules: a hybrid framework for generalized symbolic rule induction
ICMLC'05 Proceedings of the 4th international conference on Advances in Machine Learning and Cybernetics
An evolutionary and attribute-oriented ensemble classifier
ICCSA'06 Proceedings of the 2006 international conference on Computational Science and Its Applications - Volume Part II
Affirmative cue words in task-oriented dialogue
Computational Linguistics
Mining direct marketing data by ensembles of weak learners and rough set methods
DaWaK'06 Proceedings of the 8th international conference on Data Warehousing and Knowledge Discovery
Mixed decision trees: an evolutionary approach
DaWaK'06 Proceedings of the 8th international conference on Data Warehousing and Knowledge Discovery
Support vector machine approach for fast classification
DaWaK'06 Proceedings of the 8th international conference on Data Warehousing and Knowledge Discovery
Document representations for classification of short web-page descriptions
DaWaK'06 Proceedings of the 8th international conference on Data Warehousing and Knowledge Discovery
GARC: a new associative classification approach
DaWaK'06 Proceedings of the 8th international conference on Data Warehousing and Knowledge Discovery
ComEnVprs: a novel approach for inducing decision tree classifiers
ADMA'06 Proceedings of the Second international conference on Advanced Data Mining and Applications
Distance guided classification with gene expression programming
ADMA'06 Proceedings of the Second international conference on Advanced Data Mining and Applications
ADMA'06 Proceedings of the Second international conference on Advanced Data Mining and Applications
Cardiovascular disease diagnosis method by emerging patterns
ADMA'06 Proceedings of the Second international conference on Advanced Data Mining and Applications
GEPCLASS: a classification rule discovery tool using gene expression programming
ADMA'06 Proceedings of the Second international conference on Advanced Data Mining and Applications
Generality is predictive of prediction accuracy
Data Mining
Examples of integration of induction and deduction in knowledge discovery
Reasoning, Action and Interaction in AI Theories and Systems
An investigation on the feasibility of cross-project defect prediction
Automated Software Engineering
A robust missing value imputation method for noisy data
Applied Intelligence
"Andromaly": a behavioral malware detection framework for android devices
Journal of Intelligent Information Systems
Estimating the risk of fire outbreaks in the natural environment
Data Mining and Knowledge Discovery
Mining numerical data – a rough set approach
Transactions on Rough Sets XI
Decision rule-based data models using TRS and NetTRS – methods and algorithms
Transactions on Rough Sets XI
An interpretation method for classification trees in bio-data mining
KES'06 Proceedings of the 10th international conference on Knowledge-Based Intelligent Information and Engineering Systems - Volume Part II
KES'06 Proceedings of the 10th international conference on Knowledge-Based Intelligent Information and Engineering Systems - Volume Part II
Gene ranking from microarray data for cancer classification: a machine learning approach
KES'06 Proceedings of the 10th international conference on Knowledge-Based Intelligent Information and Engineering Systems - Volume Part II
Decision trees and flow graphs
RSCTC'06 Proceedings of the 5th international conference on Rough Sets and Current Trends in Computing
Webpage classification with ACO-enhanced fuzzy-rough feature selection
RSCTC'06 Proceedings of the 5th international conference on Rough Sets and Current Trends in Computing
RSCTC'06 Proceedings of the 5th international conference on Rough Sets and Current Trends in Computing
Sampling of virtual examples to improve classification accuracy for nominal attribute data
RSCTC'06 Proceedings of the 5th international conference on Rough Sets and Current Trends in Computing
Evaluating learning models for a rule evaluation support method based on objective indices
RSCTC'06 Proceedings of the 5th international conference on Rough Sets and Current Trends in Computing
RSCTC'06 Proceedings of the 5th international conference on Rough Sets and Current Trends in Computing
Building a personalized music emotion prediction system
PCM'06 Proceedings of the 7th Pacific Rim conference on Advances in Multimedia Information Processing
Personalized content presentation for virtual gallery
ICAT'06 Proceedings of the 16th international conference on Advances in Artificial Reality and Tele-Existence
Adaptive ensemble classification in p2p networks
DASFAA'10 Proceedings of the 15th international conference on Database Systems for Advanced Applications - Volume Part I
Towards an algebraic framework for querying inductive databases
DASFAA'10 Proceedings of the 15th international conference on Database Systems for Advanced Applications - Volume Part II
ANNPR'10 Proceedings of the 4th IAPR TC3 conference on Artificial Neural Networks in Pattern Recognition
Top-down induction of phylogenetic trees
EvoBIO'10 Proceedings of the 8th European conference on Evolutionary Computation, Machine Learning and Data Mining in Bioinformatics
Using rotation forest for protein fold prediction problem: an empirical study
EvoBIO'10 Proceedings of the 8th European conference on Evolutionary Computation, Machine Learning and Data Mining in Bioinformatics
Comparison of two different prediction schemes for the analysis of time series of graphs
IbPRIA'05 Proceedings of the Second Iberian conference on Pattern Recognition and Image Analysis - Volume Part II
NLDB'05 Proceedings of the 10th international conference on Natural Language Processing and Information Systems
Email categorization with tournament methods
NLDB'05 Proceedings of the 10th international conference on Natural Language Processing and Information Systems
Transforming software package classification hierarchies into goal-based taxonomies
DEXA'05 Proceedings of the 16th international conference on Database and Expert Systems Applications
Hiding classification rules for data sharing with privacy preservation
DaWaK'05 Proceedings of the 7th international conference on Data Warehousing and Knowledge Discovery
Auto-generation of detection rules with tree induction algorithm
FSKD'05 Proceedings of the Second international conference on Fuzzy Systems and Knowledge Discovery - Volume Part II
FSKD'05 Proceedings of the Second international conference on Fuzzy Systems and Knowledge Discovery - Volume Part II
The entropy of relations and a new approach for decision tree learning
FSKD'05 Proceedings of the Second international conference on Fuzzy Systems and Knowledge Discovery - Volume Part II
FSKD'05 Proceedings of the Second international conference on Fuzzy Systems and Knowledge Discovery - Volume Part II
Designing an intelligent web information system of government based on web mining
FSKD'05 Proceedings of the Second international conference on Fuzzy Systems and Knowledge Discovery - Volume Part II
Feature selection based on relative attribute dependency: an experimental study
RSFDGrC'05 Proceedings of the 10th international conference on Rough Sets, Fuzzy Sets, Data Mining, and Granular Computing - Volume Part I
ML-CIDIM: multiple layers of multiple classifier systems based on CIDIM
RSFDGrC'05 Proceedings of the 10th international conference on Rough Sets, Fuzzy Sets, Data Mining, and Granular Computing - Volume Part II
Attribute selection and rule generation techniques for medical diagnosis systems
RSFDGrC'05 Proceedings of the 10th international conference on Rough Sets, Fuzzy Sets, Data Mining, and Granular Computing - Volume Part II
Simple test strategies for cost-sensitive decision trees
ECML'05 Proceedings of the 16th European conference on Machine Learning
A distance-based approach for action recommendation
ECML'05 Proceedings of the 16th European conference on Machine Learning
Severe class imbalance: why better algorithms aren't the answer
ECML'05 Proceedings of the 16th European conference on Machine Learning
Two contributions of constraint programming to machine learning
ECML'05 Proceedings of the 16th European conference on Machine Learning
Classification with maximum entropy modeling of predictive association rules
ECML'05 Proceedings of the 16th European conference on Machine Learning
Error-sensitive grading for model combination
ECML'05 Proceedings of the 16th European conference on Machine Learning
A study of detecting social interaction with sensors in a nursing home environment
ICCV'05 Proceedings of the 2005 international conference on Computer Vision in Human-Computer Interaction
BioPubMiner: machine learning component-based biomedical information analysis platform
CIT'04 Proceedings of the 7th international conference on Intelligent Information Technology
Adaptive neural network-based clustering of yeast protein: protein interactions
CIT'04 Proceedings of the 7th international conference on Intelligent Information Technology
Entity-Based noun phrase coreference resolution
CICLing'05 Proceedings of the 6th international conference on Computational Linguistics and Intelligent Text Processing
Combining multiple statistical classifiers to improve the accuracy of task classification
CICLing'05 Proceedings of the 6th international conference on Computational Linguistics and Intelligent Text Processing
Automatic extraction and learning of keyphrases from scientific articles
CICLing'05 Proceedings of the 6th international conference on Computational Linguistics and Intelligent Text Processing
FASiL adaptive email categorization system
CICLing'05 Proceedings of the 6th international conference on Computational Linguistics and Intelligent Text Processing
Learning named entity recognition in portuguese from spanish
CICLing'05 Proceedings of the 6th international conference on Computational Linguistics and Intelligent Text Processing
SIGDIAL '11 Proceedings of the SIGDIAL 2011 Conference
RelaxCor participation in CoNLL shared task on coreference resolution
CONLL Shared Task '11 Proceedings of the Fifteenth Conference on Computational Natural Language Learning: Shared Task
Rule and tree ensembles for unrestricted coreference resolution
CONLL Shared Task '11 Proceedings of the Fifteenth Conference on Computational Natural Language Learning: Shared Task
Supervised coreference resolution with SUCRE
CONLL Shared Task '11 Proceedings of the Fifteenth Conference on Computational Natural Language Learning: Shared Task
From Context to Distance: Learning Dissimilarity for Categorical Data Clustering
ACM Transactions on Knowledge Discovery from Data (TKDD)
Isolation-Based Anomaly Detection
ACM Transactions on Knowledge Discovery from Data (TKDD)
A balanced neural tree for pattern classification
Neural Networks
Building detection from mobile imagery using informative SIFT descriptors
SCIA'05 Proceedings of the 14th Scandinavian conference on Image Analysis
ACE: adaptive classifiers-ensemble system for concept-drifting environments
MCS'05 Proceedings of the 6th international conference on Multiple Classifier Systems
Biometric recognition using feature selection and combination
AVBPA'05 Proceedings of the 5th international conference on Audio- and Video-Based Biometric Person Authentication
ICWE'05 Proceedings of the 5th international conference on Web Engineering
Intelligent website evolution of public sector based on data mining tools
ICWE'05 Proceedings of the 5th international conference on Web Engineering
Analysis of user's relation and reading activity in weblogs
JSAI'05 Proceedings of the 2005 international conference on New Frontiers in Artificial Intelligence
JSAI'05 Proceedings of the 2005 international conference on New Frontiers in Artificial Intelligence
EMO'05 Proceedings of the Third international conference on Evolutionary Multi-Criterion Optimization
EMO'05 Proceedings of the Third international conference on Evolutionary Multi-Criterion Optimization
EMO'05 Proceedings of the Third international conference on Evolutionary Multi-Criterion Optimization
Extracting diagnostic knowledge from hepatitis dataset by decision tree graph-based induction
AM'03 Proceedings of the Second international conference on Active Mining
Investigation of rule interestingness in medical data mining
AM'03 Proceedings of the Second international conference on Active Mining
Experimental evaluation of time-series decision tree
AM'03 Proceedings of the Second international conference on Active Mining
Integrated mining for cancer incidence factors from healthcare data
AM'03 Proceedings of the Second international conference on Active Mining
Social network and spatial semantics for real-world information service
MMAS'04 Proceedings of the First international conference on Massively Multi-Agent Systems
Inducing diverse decision forests with genetic programming
EuroGP'05 Proceedings of the 8th European conference on Genetic Programming
Local pattern discovery in Array-CGH data
LPD'04 Proceedings of the 2004 international conference on Local Pattern Detection
LPD'04 Proceedings of the 2004 international conference on Local Pattern Detection
Associative classification based on correlation analysis
FSKD'05 Proceedings of the Second international conference on Fuzzy Systems and Knowledge Discovery - Volume Part I
Optimized fuzzy classification using genetic algorithm
FSKD'05 Proceedings of the Second international conference on Fuzzy Systems and Knowledge Discovery - Volume Part I
Dynamic test-sensitive decision trees with multiple cost scales
FSKD'05 Proceedings of the Second international conference on Fuzzy Systems and Knowledge Discovery - Volume Part I
Distributed data mining on clusters with bayesian mixture modeling
FSKD'05 Proceedings of the Second international conference on Fuzzy Systems and Knowledge Discovery - Volume Part I
A method of data classification based on parallel genetic algorithm
FSKD'05 Proceedings of the Second international conference on Fuzzy Systems and Knowledge Discovery - Volume Part I
ICNC'05 Proceedings of the First international conference on Advances in Natural Computation - Volume Part III
Incremental classification rules based on association rules using formal concept analysis
MLDM'05 Proceedings of the 4th international conference on Machine Learning and Data Mining in Pattern Recognition
A grouping method for categorical attributes having very large number of values
MLDM'05 Proceedings of the 4th international conference on Machine Learning and Data Mining in Pattern Recognition
Multivariate discretization by recursive supervised bipartition of graph
MLDM'05 Proceedings of the 4th international conference on Machine Learning and Data Mining in Pattern Recognition
Analysis of time series of graphs: prediction of node presence by means of decision tree learning
MLDM'05 Proceedings of the 4th international conference on Machine Learning and Data Mining in Pattern Recognition
Supervised evaluation of dataset partitions: advantages and practice
MLDM'05 Proceedings of the 4th international conference on Machine Learning and Data Mining in Pattern Recognition
Bagging random trees for estimation of tissue softness
MLDM'05 Proceedings of the 4th international conference on Machine Learning and Data Mining in Pattern Recognition
Feature-Discovering approximate value iteration methods
SARA'05 Proceedings of the 6th international conference on Abstraction, Reformulation and Approximation
Protein cellular localization with multiclass support vector machines and decision trees
BSB'05 Proceedings of the 2005 Brazilian conference on Advances in Bioinformatics and Computational Biology
E-CIDIM: ensemble of CIDIM classifiers
ADMA'05 Proceedings of the First international conference on Advanced Data Mining and Applications
Mining correlated rules for associative classification
ADMA'05 Proceedings of the First international conference on Advanced Data Mining and Applications
ADMA'05 Proceedings of the First international conference on Advanced Data Mining and Applications
Learning k-nearest neighbor naive bayes for ranking
ADMA'05 Proceedings of the First international conference on Advanced Data Mining and Applications
An improvement of text association classification using rules weights
ADMA'05 Proceedings of the First international conference on Advanced Data Mining and Applications
An analysis of missing data treatment methods and their application to health care dataset
ADMA'05 Proceedings of the First international conference on Advanced Data Mining and Applications
Mathematical analysis of classifying convex clusters based on support functionals
ADMA'05 Proceedings of the First international conference on Advanced Data Mining and Applications
Hybrid bayesian estimation trees based on label semantics
ECSQARU'05 Proceedings of the 8th European conference on Symbolic and Quantitative Approaches to Reasoning with Uncertainty
Methods to determine the branching attribute in bayesian multinets classifiers
ECSQARU'05 Proceedings of the 8th European conference on Symbolic and Quantitative Approaches to Reasoning with Uncertainty
Qualitative inference in possibilistic option decision trees
ECSQARU'05 Proceedings of the 8th European conference on Symbolic and Quantitative Approaches to Reasoning with Uncertainty
Learning intrusion detection: supervised or unsupervised?
ICIAP'05 Proceedings of the 13th international conference on Image Analysis and Processing
EnFilter: a password enforcement and filter tool based on pattern recognition techniques
ICIAP'05 Proceedings of the 13th international conference on Image Analysis and Processing
Using CBR to select solution strategies in constraint programming
ICCBR'05 Proceedings of the 6th international conference on Case-Based Reasoning Research and Development
ICCBR'05 Proceedings of the 6th international conference on Case-Based Reasoning Research and Development
Machine learning for query formulation in question answering
Natural Language Engineering
Decision trees for error-tolerant graph database filtering
GbRPR'05 Proceedings of the 5th IAPR international conference on Graph-Based Representations in Pattern Recognition
Recovery of missing information in graph sequences
GbRPR'05 Proceedings of the 5th IAPR international conference on Graph-Based Representations in Pattern Recognition
Scalable inductive learning on partitioned data
ISMIS'05 Proceedings of the 15th international conference on Foundations of Intelligent Systems
Threshold tuning for improved classification association rule mining
PAKDD'05 Proceedings of the 9th Pacific-Asia conference on Advances in Knowledge Discovery and Data Mining
Analysis of company growth data using genetic algorithms on binary trees
PAKDD'05 Proceedings of the 9th Pacific-Asia conference on Advances in Knowledge Discovery and Data Mining
Maximizing tree diversity by building complete-random decision trees
PAKDD'05 Proceedings of the 9th Pacific-Asia conference on Advances in Knowledge Discovery and Data Mining
Cl-GBI: a novel approach for extracting typical patterns from graph-structured data
PAKDD'05 Proceedings of the 9th Pacific-Asia conference on Advances in Knowledge Discovery and Data Mining
A simple, structure-sensitive approach for web document classification
AWIC'05 Proceedings of the Third international conference on Advances in Web Intelligence
Towards a methodology to search for near-optimal representations in classification problems
IWINAC'05 Proceedings of the First international work-conference on the Interplay Between Natural and Artificial Computation conference on Artificial Intelligence and Knowledge Engineering Applications: a bioinspired approach - Volume Part II
IWINAC'05 Proceedings of the First international work-conference on the Interplay Between Natural and Artificial Computation conference on Artificial Intelligence and Knowledge Engineering Applications: a bioinspired approach - Volume Part II
Borderline-SMOTE: a new over-sampling method in imbalanced data sets learning
ICIC'05 Proceedings of the 2005 international conference on Advances in Intelligent Computing - Volume Part I
Associative classification in text categorization
ICIC'05 Proceedings of the 2005 international conference on Advances in Intelligent Computing - Volume Part I
Balancing strategies and class overlapping
IDA'05 Proceedings of the 6th international conference on Advances in Intelligent Data Analysis
Searching for meaningful feature interactions with backward-chaining rule induction
IDA'05 Proceedings of the 6th international conference on Advances in Intelligent Data Analysis
Learning from ambiguously labeled examples
IDA'05 Proceedings of the 6th international conference on Advances in Intelligent Data Analysis
Analysis of feature rankings for classification
IDA'05 Proceedings of the 6th international conference on Advances in Intelligent Data Analysis
Dealing with data corruption in remote sensing
IDA'05 Proceedings of the 6th international conference on Advances in Intelligent Data Analysis
Feature discovery in classification problems
IDA'05 Proceedings of the 6th international conference on Advances in Intelligent Data Analysis
Novel ensemble methods for regression via classification problems
Expert Systems with Applications: An International Journal
An expansion matching method to improve transaction effectiveness in the double auction market
Electronic Commerce Research and Applications
Text classification with tournament methods
TSD'05 Proceedings of the 8th international conference on Text, Speech and Dialogue
Experimental evaluation of tree-based algorithms for intonational breaks representation
TSD'05 Proceedings of the 8th international conference on Text, Speech and Dialogue
KES'05 Proceedings of the 9th international conference on Knowledge-Based Intelligent Information and Engineering Systems - Volume Part II
On-Line learning of decision trees in problems with unknown dynamics
MICAI'05 Proceedings of the 4th Mexican international conference on Advances in Artificial Intelligence
CrossMine: efficient classification across multiple database relations
Proceedings of the 2004 European conference on Constraint-Based Mining and Inductive Databases
Relevancy in constraint-based subgroup discovery
Proceedings of the 2004 European conference on Constraint-Based Mining and Inductive Databases
Automatic discovery of network applications: a hybrid approach
AI'10 Proceedings of the 23rd Canadian conference on Advances in Artificial Intelligence
Robustness of classifiers to changing environments
AI'10 Proceedings of the 23rd Canadian conference on Advances in Artificial Intelligence
Multivariate decision trees using different splitting attribute subsets for large datasets
AI'10 Proceedings of the 23rd Canadian conference on Advances in Artificial Intelligence
Predicting optimal constraint satisfaction methods
AI'10 Proceedings of the 23rd Canadian conference on Advances in Artificial Intelligence
Predicting web information content
ITWP'03 Proceedings of the 2003 international conference on Intelligent Techniques for Web Personalization
Do we need automatic indexing of musical instruments?
IMTCI'04 Proceedings of the Second international conference on Intelligent Media Technology for Communicative Intelligence
Integrating binding site predictions using non-linear classification methods
Proceedings of the First international conference on Deterministic and Statistical Methods in Machine Learning
Twitter catches the flu: detecting influenza epidemics using Twitter
EMNLP '11 Proceedings of the Conference on Empirical Methods in Natural Language Processing
Corpus-based analysis of japanese relative clause constructions
IJCNLP'05 Proceedings of the Second international joint conference on Natural Language Processing
Automatic partial parsing rule acquisition using decision tree induction
IJCNLP'05 Proceedings of the Second international joint conference on Natural Language Processing
Finding taxonomical relation from an MRD for thesaurus extension
IJCNLP'05 Proceedings of the Second international joint conference on Natural Language Processing
An ensemble of grapheme and phoneme for machine transliteration
IJCNLP'05 Proceedings of the Second international joint conference on Natural Language Processing
A twin-candidate model of coreference resolution with non-anaphor identification capability
IJCNLP'05 Proceedings of the Second international joint conference on Natural Language Processing
Boosted decision trees for diagnosis type of hypertension
ISBMDA'05 Proceedings of the 6th International conference on Biological and Medical Data Analysis
Archiving tennis video clips based on tactics information
PCM'04 Proceedings of the 5th Pacific Rim Conference on Advances in Multimedia Information Processing - Volume Part II
Cost-Sensitive decision trees with multiple cost scales
AI'04 Proceedings of the 17th Australian joint conference on Advances in Artificial Intelligence
Knowledge discovery using concept-class taxonomies
AI'04 Proceedings of the 17th Australian joint conference on Advances in Artificial Intelligence
Using classification to evaluate the output of confidence-based association rule mining
AI'04 Proceedings of the 17th Australian joint conference on Advances in Artificial Intelligence
User friendly decision support techniques in a case-based reasoning system
AI'04 Proceedings of the 17th Australian joint conference on Advances in Artificial Intelligence
Building a more accurate classifier based on strong frequent patterns
AI'04 Proceedings of the 17th Australian joint conference on Advances in Artificial Intelligence
Exploiting maximal emerging patterns for classification
AI'04 Proceedings of the 17th Australian joint conference on Advances in Artificial Intelligence
MML inference of oblique decision trees
AI'04 Proceedings of the 17th Australian joint conference on Advances in Artificial Intelligence
Mapping dryland salinity using neural networks
AI'04 Proceedings of the 17th Australian joint conference on Advances in Artificial Intelligence
Analysis and classification of strategies in electronic negotiations
AI'05 Proceedings of the 18th Canadian Society conference on Advances in Artificial Intelligence
The impact of feature extraction on the performance of a classifier: kNN, Naïve Bayes and C4.5
AI'05 Proceedings of the 18th Canadian Society conference on Advances in Artificial Intelligence
Inductive improvement of part-of-speech tagging and its effect on a terminology of molecular biology
AI'05 Proceedings of the 18th Canadian Society conference on Advances in Artificial Intelligence
Visual learning of affordance based cues
SAB'06 Proceedings of the 9th international conference on From Animals to Animats: simulation of Adaptive Behavior
Behavioral analysis based on relations in weblogs
ASWC'06 Proceedings of the First Asian conference on The Semantic Web
Enhanced centroid-based classification technique by filtering outliers
TSD'06 Proceedings of the 9th international conference on Text, Speech and Dialogue
Hand-Written and automatically extracted rules for polish tagger
TSD'06 Proceedings of the 9th international conference on Text, Speech and Dialogue
Effective architecture of the polish tagger
TSD'06 Proceedings of the 9th international conference on Text, Speech and Dialogue
TSD'06 Proceedings of the 9th international conference on Text, Speech and Dialogue
Proceedings of the 2nd ACM Conference on Bioinformatics, Computational Biology and Biomedicine
Learning to compute the plane of symmetry for human faces
Proceedings of the 2nd ACM Conference on Bioinformatics, Computational Biology and Biomedicine
Organising documents based on standard-example split test
KES'05 Proceedings of the 9th international conference on Knowledge-Based Intelligent Information and Engineering Systems - Volume Part I
Jmax-pruning: A facility for the information theoretic pruning of modular classification rules
Knowledge-Based Systems
SETN'10 Proceedings of the 6th Hellenic conference on Artificial Intelligence: theories, models and applications
SETN'10 Proceedings of the 6th Hellenic conference on Artificial Intelligence: theories, models and applications
A machine learning-based evaluation method for machine translation
SETN'10 Proceedings of the 6th Hellenic conference on Artificial Intelligence: theories, models and applications
HAIS'10 Proceedings of the 5th international conference on Hybrid Artificial Intelligence Systems - Volume Part I
An evolutionary approach for motif discovery and transmembrane protein classification
EC'05 Proceedings of the 3rd European conference on Applications of Evolutionary Computing
Understanding expressive music performance using genetic algorithms
EC'05 Proceedings of the 3rd European conference on Applications of Evolutionary Computing
A scoring model to detect abusive billing patterns in health insurance claims
Expert Systems with Applications: An International Journal
Bagging schemes on the presence of class noise in classification
Expert Systems with Applications: An International Journal
User preferences based software defect detection algorithms selection using MCDM
Information Sciences: an International Journal
Searching for rules to detect defective modules: A subgroup discovery approach
Information Sciences: an International Journal
Information Sciences: an International Journal
On efficient music genre classification
DASFAA'05 Proceedings of the 10th international conference on Database Systems for Advanced Applications
Enhancing SNNB with local accuracy estimation and ensemble techniques
DASFAA'05 Proceedings of the 10th international conference on Database Systems for Advanced Applications
Learning tree augmented naive bayes for ranking
DASFAA'05 Proceedings of the 10th international conference on Database Systems for Advanced Applications
Question answering for spanish supported by lexical context annotation
CLEF'04 Proceedings of the 5th conference on Cross-Language Evaluation Forum: multilingual Information Access for Text, Speech and Images
Bias and variance of rotation-based ensembles
IWANN'05 Proceedings of the 8th international conference on Artificial Neural Networks: computational Intelligence and Bioinspired Systems
Induction of decision trees using an internal control of induction
IWANN'05 Proceedings of the 8th international conference on Artificial Neural Networks: computational Intelligence and Bioinspired Systems
Attentive object detection using an information theoretic saliency measure
WAPCV'04 Proceedings of the Second international conference on Attention and Performance in Computational Vision
Interactive knowledge validation in CBR for decision support in medicine
AIME'05 Proceedings of the 10th conference on Artificial Intelligence in Medicine
Adaptation and medical case-based reasoning focusing on endocrine therapy support
AIME'05 Proceedings of the 10th conference on Artificial Intelligence in Medicine
Mining clinical data: selecting decision support algorithm for the MET-AP system
AIME'05 Proceedings of the 10th conference on Artificial Intelligence in Medicine
A data pre-processing method to increase efficiency and accuracy in data mining
AIME'05 Proceedings of the 10th conference on Artificial Intelligence in Medicine
ILP'05 Proceedings of the 15th international conference on Inductive Logic Programming
Predicate selection for structural decision trees
ILP'05 Proceedings of the 15th international conference on Inductive Logic Programming
Invention and artificial intelligence
DS'05 Proceedings of the 8th international conference on Discovery Science
Bias management of bayesian network classifiers
DS'05 Proceedings of the 8th international conference on Discovery Science
An experiment with association rules and classification: post-bagging and conviction
DS'05 Proceedings of the 8th international conference on Discovery Science
Movement analysis of medaka (Oryzias Latipes) for an insecticide using decision tree
DS'05 Proceedings of the 8th international conference on Discovery Science
Learning ontology-aware classifiers
DS'05 Proceedings of the 8th international conference on Discovery Science
Effective classifier pruning with rule information
DS'05 Proceedings of the 8th international conference on Discovery Science
Drawings as input for handheld game computers
INTETAIN'05 Proceedings of the First international conference on Intelligent Technologies for Interactive Entertainment
Integrating private databases for data analysis
ISI'05 Proceedings of the 2005 IEEE international conference on Intelligence and Security Informatics
An improvement approach for word tendency using decision tree
KES'05 Proceedings of the 9th international conference on Knowledge-Based Intelligent Information and Engineering Systems - Volume Part IV
Entropy criterion for classifier-independent feature selection
KES'05 Proceedings of the 9th international conference on Knowledge-Based Intelligent Information and Engineering Systems - Volume Part IV
A DIAMOND method for classifying biological data
ICMB'10 Proceedings of the Second international conference on Medical Biometrics
Biological domain identification based in codon usage by means of rule and tree induction
CMSB'04 Proceedings of the 20 international conference on Computational Methods in Systems Biology
The biodegradation network, a new scenario for computational systems biology research
CMSB'04 Proceedings of the 20 international conference on Computational Methods in Systems Biology
A cooperative multi-agent data mining model and its application to medical data on diabetes
AIS-ADM 2005 Proceedings of the 2005 international conference on Autonomous Intelligent Systems: agents and Data Mining
Integrating knowledge through cooperative negotiation: a case study in bioinformatics
AIS-ADM 2005 Proceedings of the 2005 international conference on Autonomous Intelligent Systems: agents and Data Mining
Mining fuzzy classification rules using an artificial immune system with boosting
ADBIS'05 Proceedings of the 9th East European conference on Advances in Databases and Information Systems
Image analysis and automatic surface identification by a bi-level multi-classifier
BVAI'05 Proceedings of the First international conference on Brain, Vision, and Artificial Intelligence
International Journal of Knowledge Engineering and Soft Data Paradigms
Cost-sensitive classification with inadequate labeled data
Information Systems
Generating inspiration for agent design by reinforcement learning
Information and Software Technology
Computers in Biology and Medicine
ACCessory: password inference using accelerometers on smartphones
Proceedings of the Twelfth Workshop on Mobile Computing Systems & Applications
Looking for prototypes by genetic programming
IWICPAS'06 Proceedings of the 2006 Advances in Machine Vision, Image Processing, and Pattern Analysis international conference on Intelligent Computing in Pattern Analysis/Synthesis
Using decision trees to improve program-based and profile-based static branch prediction
ACSAC'05 Proceedings of the 10th Asia-Pacific conference on Advances in Computer Systems Architecture
VisTree: generic decision tree inducer and visualizer
DNIS'10 Proceedings of the 6th international conference on Databases in Networked Information Systems
Oracle coached decision trees and lists
IDA'10 Proceedings of the 9th international conference on Advances in Intelligent Data Analysis
Spectral discrimination of southern victorian salt tolerant vegetation
ICDM'06 Proceedings of the 6th Industrial Conference on Data Mining conference on Advances in Data Mining: applications in Medicine, Web Mining, Marketing, Image and Signal Mining
Feature analysis and classification of classical musical instruments: an empirical study
ICDM'06 Proceedings of the 6th Industrial Conference on Data Mining conference on Advances in Data Mining: applications in Medicine, Web Mining, Marketing, Image and Signal Mining
An intelligent manufacturing process diagnosis system using hybrid data mining
ICDM'06 Proceedings of the 6th Industrial Conference on Data Mining conference on Advances in Data Mining: applications in Medicine, Web Mining, Marketing, Image and Signal Mining
Evaluation of a probabilistic approach to classify incomplete objects using decision trees
DEXA'06 Proceedings of the 17th international conference on Database and Expert Systems Applications
Converting a naive bayes models with multi-valued domains into sets of rules
DEXA'06 Proceedings of the 17th international conference on Database and Expert Systems Applications
On the use of selective ensembles for relevance classification in case-based web search
ECCBR'06 Proceedings of the 8th European conference on Advances in Case-Based Reasoning
Bayesian decision tree averaging for the probabilistic interpretation of solar flare occurrences
KES'06 Proceedings of the 10th international conference on Knowledge-Based Intelligent Information and Engineering Systems - Volume Part III
CSDTM a cost sensitive decision tree based method
ADVIS'06 Proceedings of the 4th international conference on Advances in Information Systems
Comparative analysis of classification methods for protein interaction verification system
ADVIS'06 Proceedings of the 4th international conference on Advances in Information Systems
Multi-party argument from experience
ArgMAS'09 Proceedings of the 6th international conference on Argumentation in Multi-Agent Systems
Time complexity of decision trees
Transactions on Rough Sets III
Data driven approaches to speech and language processing
Nonlinear Speech Modeling and Applications
Analogy-based reasoning in classifier construction
Transactions on Rough Sets IV
Approximate boolean reasoning: foundations and applications in data mining
Transactions on Rough Sets V
Interactive comprehensible data mining
Ambient Intelligence for Scientific Discovery
Predicting opponent actions by observation
RoboCup 2004
Incremental versus non-incremental rule induction for multicriteria classification
Transactions on Rough Sets II
Three strategies to rule induction from data with numerical attributes
Transactions on Rough Sets II
Dynamic Landmarking for Surface Feature Identification and Change Detection
ACM Transactions on Intelligent Systems and Technology (TIST)
Large margin classifiers and Random Forests for integrated biological prediction
International Journal of Bioinformatics Research and Applications
Using context to improve the effectiveness of segmentation and targeting in e-commerce
Expert Systems with Applications: An International Journal
Artificial Intelligence in Medicine
A two-stage evolutionary algorithm based on sensitivity and accuracy for multi-class problems
Information Sciences: an International Journal
A multi-agent approach to question answering
PROPOR'06 Proceedings of the 7th international conference on Computational Processing of the Portuguese Language
Statistical feature selection from chaos game representation for promoter recognition
ICCS'06 Proceedings of the 6th international conference on Computational Science - Volume Part II
Language patterns in the learning of strategies from negotiation texts
AI'06 Proceedings of the 19th international conference on Advances in Artificial Intelligence: Canadian Society for Computational Studies of Intelligence
Adaptive clustering algorithms
AI'06 Proceedings of the 19th international conference on Advances in Artificial Intelligence: Canadian Society for Computational Studies of Intelligence
Discriminative vs. generative classifiers for cost sensitive learning
AI'06 Proceedings of the 19th international conference on Advances in Artificial Intelligence: Canadian Society for Computational Studies of Intelligence
Lazy averaged one-dependence estimators
AI'06 Proceedings of the 19th international conference on Advances in Artificial Intelligence: Canadian Society for Computational Studies of Intelligence
Probabilistic inference trees for classification and ranking
AI'06 Proceedings of the 19th international conference on Advances in Artificial Intelligence: Canadian Society for Computational Studies of Intelligence
ICAISC'06 Proceedings of the 8th international conference on Artificial Intelligence and Soft Computing
On interpretation of non-atomic values and induction of decision rules in fuzzy relational databases
ICAISC'06 Proceedings of the 8th international conference on Artificial Intelligence and Soft Computing
ICAISC'06 Proceedings of the 8th international conference on Artificial Intelligence and Soft Computing
Evolutionary learning of linear trees with embedded feature selection
ICAISC'06 Proceedings of the 8th international conference on Artificial Intelligence and Soft Computing
Comparison of information theoretical measures for reduct finding
ICAISC'06 Proceedings of the 8th international conference on Artificial Intelligence and Soft Computing
Interpretability of bayesian decision trees induced from trauma data
ICAISC'06 Proceedings of the 8th international conference on Artificial Intelligence and Soft Computing
A new version of the Fuzzy-ID3 algorithm
ICAISC'06 Proceedings of the 8th international conference on Artificial Intelligence and Soft Computing
Automated expert modeling for automated student evaluation
ITS'06 Proceedings of the 8th international conference on Intelligent Tutoring Systems
Detection and analysis of off-task gaming behavior in intelligent tutoring systems
ITS'06 Proceedings of the 8th international conference on Intelligent Tutoring Systems
NGITS'06 Proceedings of the 6th international conference on Next Generation Information Technologies and Systems
Robust speech activity detection in interactive smart-room environments
MLMI'06 Proceedings of the Third international conference on Machine Learning for Multimodal Interaction
PKAW'06 Proceedings of the 9th Pacific Rim Knowledge Acquisition international conference on Advances in Knowledge Acquisition and Management
Training classifiers for unbalanced distribution and cost-sensitive domains with ROC analysis
PKAW'06 Proceedings of the 9th Pacific Rim Knowledge Acquisition international conference on Advances in Knowledge Acquisition and Management
Feature weighted minimum distance classifier with multi-class confidence estimation
AI'06 Proceedings of the 19th Australian joint conference on Artificial Intelligence: advances in Artificial Intelligence
Improved support vector machine generalization using normalized input space
AI'06 Proceedings of the 19th Australian joint conference on Artificial Intelligence: advances in Artificial Intelligence
Turkish fingerspelling recognition system using axis of least inertia based fast alignment
AI'06 Proceedings of the 19th Australian joint conference on Artificial Intelligence: advances in Artificial Intelligence
Locality preserving projection on source code metrics for improved software maintainability
AI'06 Proceedings of the 19th Australian joint conference on Artificial Intelligence: advances in Artificial Intelligence
Ensemble prediction of commercial bank failure through diversification of input features
AI'06 Proceedings of the 19th Australian joint conference on Artificial Intelligence: advances in Artificial Intelligence
A study on time-of-day patterns for internet user using recursive partitioning methods
AI'06 Proceedings of the 19th Australian joint conference on Artificial Intelligence: advances in Artificial Intelligence
Bagging decision trees on data sets with classification noise
FoIKS'10 Proceedings of the 6th international conference on Foundations of Information and Knowledge Systems
An experimental study on ensembles of functional trees
MCS'10 Proceedings of the 9th international conference on Multiple Classifier Systems
User generated content consumption and social networking in knowledge-sharing OSNs
SBP'10 Proceedings of the Third international conference on Social Computing, Behavioral Modeling, and Prediction
Using imaginary ensembles to select GP classifiers
EuroGP'10 Proceedings of the 13th European conference on Genetic Programming
Emotiono: an ontology with rule-based reasoning for emotion recognition
ICONIP'11 Proceedings of the 18th international conference on Neural Information Processing - Volume Part II
Analysis of feature weighting methods based on feature ranking methods for classification
ICONIP'11 Proceedings of the 18th international conference on Neural Information Processing - Volume Part II
A novel synthetic minority oversampling technique for imbalanced data set learning
ICONIP'11 Proceedings of the 18th international conference on Neural Information Processing - Volume Part II
Pruning adaptive boosting ensembles by means of a genetic algorithm
IDEAL'06 Proceedings of the 7th international conference on Intelligent Data Engineering and Automated Learning
Effective classification by integrating support vector machine and association rule mining
IDEAL'06 Proceedings of the 7th international conference on Intelligent Data Engineering and Automated Learning
Evaluation of decision tree pruning with subadditive penalties
IDEAL'06 Proceedings of the 7th international conference on Intelligent Data Engineering and Automated Learning
Statistical detection of malicious PE-Executables for fast offline analysis
CMS'10 Proceedings of the 11th IFIP TC 6/TC 11 international conference on Communications and Multimedia Security
A new emerging pattern mining algorithm and its application in supervised classification
PAKDD'10 Proceedings of the 14th Pacific-Asia conference on Advances in Knowledge Discovery and Data Mining - Volume Part I
Classifier ensemble for uncertain data stream classification
PAKDD'10 Proceedings of the 14th Pacific-Asia conference on Advances in Knowledge Discovery and Data Mining - Volume Part I
On leveraging stochastic models for remote attestation
INTRUST'10 Proceedings of the Second international conference on Trusted Systems
A web service recommendation system based on users' reputations
PRIMA'11 Proceedings of the 14th international conference on Agents in Principle, Agents in Practice
USAB'11 Proceedings of the 7th conference on Workgroup Human-Computer Interaction and Usability Engineering of the Austrian Computer Society: information Quality in e-Health
A data mining framework for securing 3g core network from GTP fuzzing attacks
ICISS'11 Proceedings of the 7th international conference on Information Systems Security
Stochastic abstract policies for knowledge transfer in robotic navigation tasks
MICAI'11 Proceedings of the 10th Mexican international conference on Advances in Artificial Intelligence - Volume Part I
Formal concept analysis constrained by attribute-dependency formulas
ICFCA'05 Proceedings of the Third international conference on Formal Concept Analysis
A coevolutionary approach to optimize class boundaries for multidimensional classification problems
ICCSA'05 Proceedings of the 2005 international conference on Computational Science and Its Applications - Volume Part IV
ICCSA'05 Proceedings of the 2005 international conference on Computational Science and Its Applications - Volume Part IV
Feature-Correlation based multi-view detection
ICCSA'05 Proceedings of the 2005 international conference on Computational Science and Its Applications - Volume Part IV
An alert data mining framework for network-based intrusion detection system
WISA'05 Proceedings of the 6th international conference on Information Security Applications
Mining staff assignment rules from event-based data
BPM'05 Proceedings of the Third international conference on Business Process Management
MDAI'06 Proceedings of the Third international conference on Modeling Decisions for Artificial Intelligence
A possible model for predicting listeners' emotional engagement
CMMR'05 Proceedings of the Third international conference on Computer Music Modeling and Retrieval
ACM Transactions on Information Systems (TOIS)
PerfXplain: debugging MapReduce job performance
Proceedings of the VLDB Endowment
Nearest-neighbor-based approach to time-series classification
Decision Support Systems
An eye-hand data fusion framework for pervasive sensing of surgical activities
Pattern Recognition
Fuzzy ILP Classification of web reports after linguistic text mining
Information Processing and Management: an International Journal
Complex Structured Decision Making Model: A hierarchical frame work for complex structured data
Information Sciences: an International Journal
Multi-lingual detection of terrorist content on the web
WISI'06 Proceedings of the 2006 international conference on Intelligence and Security Informatics
Constraint based induction of multi-objective regression trees
KDID'05 Proceedings of the 4th international conference on Knowledge Discovery in Inductive Databases
Learning predictive clustering rules
KDID'05 Proceedings of the 4th international conference on Knowledge Discovery in Inductive Databases
Readability applied to information retrieval
ECIR'06 Proceedings of the 28th European conference on Advances in Information Retrieval
Less biased measurement of feature selection benefits
SLSFS'05 Proceedings of the 2005 international conference on Subspace, Latent Structure and Feature Selection
Handling concept drift via ensemble and class distribution estimation technique
ADMA'11 Proceedings of the 7th international conference on Advanced Data Mining and Applications - Volume Part II
Homogeneous and heterogeneous distributed classification for pocket data mining
Transactions on Large-Scale Data- and Knowledge-Centered Systems V
Proceedings of the 50th Annual Southeast Regional Conference
First report of knowledge discovery in predicting protein folding rate change upon single mutation
ICIC'11 Proceedings of the 7th international conference on Intelligent Computing: bio-inspired computing and applications
An improved swarm optimized functional link artificial neural network (ISO-FLANN) for classification
Journal of Systems and Software
Foundations and Trends® in Computer Graphics and Vision
EXPLORE: a novel decision tree classification algorithm
BNCOD'10 Proceedings of the 27th British national conference on Data Security and Security Data
On the benefits of argumentation-derived evidence in learning policies
ArgMAS'10 Proceedings of the 7th international conference on Argumentation in Multi-Agent Systems
Securing application-level topology estimation networks: facing the frog-boiling attack
RAID'11 Proceedings of the 14th international conference on Recent Advances in Intrusion Detection
Multi-Test decision trees for gene expression data analysis
SIIS'11 Proceedings of the 2011 international conference on Security and Intelligent Information Systems
A structure preserving flat data format representation for tree-structured data
PAKDD'11 Proceedings of the 15th international conference on New Frontiers in Applied Data Mining
Certainty upon empirical distributions
PAKDD'11 Proceedings of the 15th international conference on New Frontiers in Applied Data Mining
Improving bagging performance through multi-algorithm ensembles
PAKDD'11 Proceedings of the 15th international conference on New Frontiers in Applied Data Mining
Mining tourist preferences with twice-learning
PAKDD'11 Proceedings of the 15th international conference on New Frontiers in Applied Data Mining
PolyCert: polymorphic self-optimizing replication for in-memory transactional grids
Middleware'11 Proceedings of the 12th ACM/IFIP/USENIX international conference on Middleware
A comparative study of a financial agent based simulator across learning scenarios
ADMI'11 Proceedings of the 7th international conference on Agents and Data Mining Interaction
The discovery and use of ordinal information on attribute values in classifier learning
AI'11 Proceedings of the 24th international conference on Advances in Artificial Intelligence
Beyond trees: adopting MITI to learn rules and ensemble classifiers for multi-instance data
AI'11 Proceedings of the 24th international conference on Advances in Artificial Intelligence
Correlation between genetic diversity and fitness in a predator-prey ecosystem simulation
AI'11 Proceedings of the 24th international conference on Advances in Artificial Intelligence
Cost-sensitive decision tree for uncertain data
ADMA'11 Proceedings of the 7th international conference on Advanced Data Mining and Applications - Volume Part I
Psycho-visual evaluation of contrast enhancement algorithms by adaptive neuro-fuzzy inference system
PerMIn'12 Proceedings of the First Indo-Japan conference on Perception and Machine Intelligence
A novel statistical model to evaluate the performance of EBGM based face recognition
PerMIn'12 Proceedings of the First Indo-Japan conference on Perception and Machine Intelligence
Ensemble pruning for text categorization based on data partitioning
AIRS'11 Proceedings of the 7th Asia conference on Information Retrieval Technology
Computers and Operations Research
IEEE/ACM Transactions on Computational Biology and Bioinformatics (TCBB)
WSEAS Transactions on Information Science and Applications
Software process evaluation: A machine learning approach
ASE '11 Proceedings of the 2011 26th IEEE/ACM International Conference on Automated Software Engineering
Machine Learning-Based Adaptive Wireless Interval Training Guidance System
Mobile Networks and Applications
Diagnosing Breast Masses in Digital Mammography Using Feature Selection and Ensemble Methods
Journal of Medical Systems
DBSMOTE: Density-Based Synthetic Minority Over-sampling TEchnique
Applied Intelligence
Extracting multiple news attributes based on visual features
Journal of Intelligent Information Systems
Journal of Intelligent Information Systems
FRaC: a feature-modeling approach for semi-supervised and unsupervised anomaly detection
Data Mining and Knowledge Discovery
Privacy Preserving Aggregation of Secret Classifiers
Transactions on Data Privacy
The sum is greater than the parts: ensembling models of student knowledge in educational software
ACM SIGKDD Explorations Newsletter
Feature selection for MAUC-oriented classification systems
Neurocomputing
User identity verification via mouse dynamics
Information Sciences: an International Journal
Gesture coder: a tool for programming multi-touch gestures by demonstration
Proceedings of the SIGCHI Conference on Human Factors in Computing Systems
Computational Intelligence and Neuroscience - Special issue on Selected Papers from the 4th International Conference on Bioinspired Systems and Cognitive Signal Processing
Improving the prediction accuracy of liver disorder disease with oversampling
AMERICAN-MATH'12/CEA'12 Proceedings of the 6th WSEAS international conference on Computer Engineering and Applications, and Proceedings of the 2012 American conference on Applied Mathematics
Classification based on specific rules and inexact coverage
Expert Systems with Applications: An International Journal
Automatic generation of clinical algorithms within the state-decision-action model
Expert Systems with Applications: An International Journal
Assessing the quality and cleaning of a software project dataset: an experience report
EASE'06 Proceedings of the 10th international conference on Evaluation and Assessment in Software Engineering
Predicting software maintenance effort through evolutionary-based decision trees
Proceedings of the 27th Annual ACM Symposium on Applied Computing
Filter versus wrapper gene selection approaches in DNA microarray domains
Artificial Intelligence in Medicine
Data mining of gene expression changes in Alzheimer brain
Artificial Intelligence in Medicine
Integrating classification trees with local logistic regression in Intensive Care prognosis
Artificial Intelligence in Medicine
Comprehensible evaluation of prognostic factors and prediction of wound healing
Artificial Intelligence in Medicine
Artificial Intelligence in Medicine
Logistic-based patient grouping for multi-disciplinary treatment
Artificial Intelligence in Medicine
Bayesian learning for cardiac SPECT image interpretation
Artificial Intelligence in Medicine
Artificial Intelligence in Medicine
Feature subset selection by genetic algorithms and estimation of distribution algorithms
Artificial Intelligence in Medicine
A model for single and multiple knowledge based networks
Artificial Intelligence in Medicine
Explaining the output of ensembles in medical decision support on a case by case basis
Artificial Intelligence in Medicine
A combined neural network and decision trees model for prognosis of breast cancer relapse
Artificial Intelligence in Medicine
A multiple classifier system for early melanoma diagnosis
Artificial Intelligence in Medicine
Evolutionary computing for knowledge discovery in medical diagnosis
Artificial Intelligence in Medicine
Data mining and genetic algorithm based gene/SNP selection
Artificial Intelligence in Medicine
PROBABILISTIC HEURISTICS FOR HIERARCHICAL WEB DATA CLUSTERING
Computational Intelligence
An overview of the use of neural networks for data mining tasks
Wiley Interdisciplinary Reviews: Data Mining and Knowledge Discovery
Evolutionary design of decision trees for medical application
Wiley Interdisciplinary Reviews: Data Mining and Knowledge Discovery
Revenue estimation and quantification in sponsored search auctions: an inductive learning approach
ICDEM'10 Proceedings of the Second international conference on Data Engineering and Management
CICLing'12 Proceedings of the 13th international conference on Computational Linguistics and Intelligent Text Processing - Volume Part I
Integrating rule-based system with classification for arabic named entity recognition
CICLing'12 Proceedings of the 13th international conference on Computational Linguistics and Intelligent Text Processing - Volume Part I
Building subjectivity lexicon(s) from scratch for essay data
CICLing'12 Proceedings of the 13th international conference on Computational Linguistics and Intelligent Text Processing - Volume Part I
A fast subspace text categorization method using parallel classifiers
CICLing'12 Proceedings of the 13th international conference on Computational Linguistics and Intelligent Text Processing - Volume Part II
Automatically generated noun lexicons for event extraction
CICLing'12 Proceedings of the 13th international conference on Computational Linguistics and Intelligent Text Processing - Volume Part II
Hybrid dynamic k-nearest-neighbour and distance and attribute weighted method for classification
International Journal of Computer Applications in Technology
Double dip map-reduce for processing cross validation jobs
Proceedings of the 27th Annual ACM Symposium on Applied Computing
Very Fast Decision Rules for multi-class problems
Proceedings of the 27th Annual ACM Symposium on Applied Computing
Lattice based associative classifier
ACIIDS'12 Proceedings of the 4th Asian conference on Intelligent Information and Database Systems - Volume Part II
Boosting design space explorations with existing or automatically learned knowledge
MMB'12/DFT'12 Proceedings of the 16th international GI/ITG conference on Measurement, Modelling, and Evaluation of Computing Systems and Dependability and Fault Tolerance
Computational complexity reduction and interpretability improvement of distance-based decision trees
HAIS'12 Proceedings of the 7th international conference on Hybrid Artificial Intelligent Systems - Volume Part I
A first study on decomposition strategies with data with class noise using decision trees
HAIS'12 Proceedings of the 7th international conference on Hybrid Artificial Intelligent Systems - Volume Part II
Neural network ensembles to determine growth multi-classes in predictive microbiology
HAIS'12 Proceedings of the 7th international conference on Hybrid Artificial Intelligent Systems - Volume Part II
ICAISC'12 Proceedings of the 11th international conference on Artificial Intelligence and Soft Computing - Volume Part II
ICAISC'12 Proceedings of the 11th international conference on Artificial Intelligence and Soft Computing - Volume Part II
Inductive learning models with missing values
Mathematical and Computer Modelling: An International Journal
Wrappers for web access logs feature selection
Proceedings of the 2nd International Conference on Web Intelligence, Mining and Semantics
ADP: automated diagnosis of performance pathologies using hardware events
Proceedings of the 12th ACM SIGMETRICS/PERFORMANCE joint international conference on Measurement and Modeling of Computer Systems
Post mining of diversified multiple decision trees for actionable knowledge discovery
ADCONS'11 Proceedings of the 2011 international conference on Advanced Computing, Networking and Security
Energy-Based metric for ensemble selection
APWeb'12 Proceedings of the 14th Asia-Pacific international conference on Web Technologies and Applications
Entropy-Guided feature generation for structured learning of portuguese dependency parsing
PROPOR'12 Proceedings of the 10th international conference on Computational Processing of the Portuguese Language
Short-Range interactions and decision tree-based protein contact map predictor
EvoBIO'12 Proceedings of the 10th European conference on Evolutionary Computation, Machine Learning and Data Mining in Bioinformatics
Computer Methods and Programs in Biomedicine
Multi-layer episode filtering for the multi-step attack detection
Computer Communications
Optimized composition of performance-aware parallel components
Concurrency and Computation: Practice & Experience
Learning decision rules from data streams
IJCAI'11 Proceedings of the Twenty-Second international joint conference on Artificial Intelligence - Volume Volume Two
IJCAI'11 Proceedings of the Twenty-Second international joint conference on Artificial Intelligence - Volume Volume Two
Test-cost-sensitive attribute reduction
Information Sciences: an International Journal
Information Sciences: an International Journal
Multiple instance learning for classifying students in learning management systems
Expert Systems with Applications: An International Journal
A machine-learning approach to negation and speculation detection in clinical texts
Journal of the American Society for Information Science and Technology
Performance of classification models from a user perspective
Decision Support Systems
Data & Knowledge Engineering
K Nearest Neighbor Equality: Giving equal chance to all existing classes
Information Sciences: an International Journal
A parsimony fuzzy rule-based classifier using axiomatic fuzzy set theory and support vector machines
Information Sciences: an International Journal
Model selection in omnivariate decision trees using Structural Risk Minimization
Information Sciences: an International Journal
A survey on fraud and service misuse in voice over IP (VoIP) networks
Information Security Tech. Report
Intelligent Web proxy caching approaches based on machine learning techniques
Decision Support Systems
Artificial Intelligence in Medicine
Machine learning for medical diagnosis: history, state of the art and perspective
Artificial Intelligence in Medicine
Artificial Intelligence in Medicine
An information theoretic approach for feature selection
Security and Communication Networks
I-prune: Item selection for associative classification
International Journal of Intelligent Systems
A Review of Codebook Models in Patch-Based Visual Object Recognition
Journal of Signal Processing Systems
Visual analysis of quality-related manufacturing data using fractal geometry
Journal of Intelligent Manufacturing
Time variance and defect prediction in software projects
Empirical Software Engineering
Learning rules of a card game from video
Artificial Intelligence Review
Word sense disambiguation for spam filtering
Electronic Commerce Research and Applications
The nonverbal structure of patient case discussions in multidisciplinary medical team meetings
ACM Transactions on Information Systems (TOIS)
Evaluation of biometric systems: a study of users' acceptance and satisfaction
International Journal of Biometrics
A hyper-heuristic evolutionary algorithm for automatically designing decision-tree algorithms
Proceedings of the 14th annual conference on Genetic and evolutionary computation
Automated, highly-accurate, bug assignment using machine learning and tossing graphs
Journal of Systems and Software
Learning very fast decision tree from uncertain data streams with positive and unlabeled samples
Information Sciences: an International Journal
Mining academic data to improve college student retention: an open source perspective
Proceedings of the 2nd International Conference on Learning Analytics and Knowledge
Internet traffic classification using multifractal analysis approach
Proceedings of the 15th Communications and Networking Simulation Symposium
Advanced Engineering Informatics
Active refinement of clone anomaly reports
Proceedings of the 34th International Conference on Software Engineering
Learning in non-stationary environments with class imbalance
Proceedings of the 18th ACM SIGKDD international conference on Knowledge discovery and data mining
ICAISC'12 Proceedings of the 11th international conference on Artificial Intelligence and Soft Computing - Volume Part I
Scalable random forests for massive data
PAKDD'12 Proceedings of the 16th Pacific-Asia conference on Advances in Knowledge Discovery and Data Mining - Volume Part I
Hybrid random forests: advantages of mixed trees in classifying text data
PAKDD'12 Proceedings of the 16th Pacific-Asia conference on Advances in Knowledge Discovery and Data Mining - Volume Part I
An associative classifier for uncertain datasets
PAKDD'12 Proceedings of the 16th Pacific-Asia conference on Advances in Knowledge Discovery and Data Mining - Volume Part I
Selecting feature subset via constraint association rules
PAKDD'12 Proceedings of the 16th Pacific-Asia conference on Advances in Knowledge Discovery and Data Mining - Volume Part II
PAKDD'12 Proceedings of the 16th Pacific-Asia conference on Advances in Knowledge Discovery and Data Mining - Volume Part II
Predicting seminal quality with artificial intelligence methods
Expert Systems with Applications: An International Journal
Employing transaction aggregation strategy to detect credit card fraud
Expert Systems with Applications: An International Journal
Hierarchical linear support vector machine
Pattern Recognition
An expert system for optimising thyroid disease diagnosis
International Journal of Computational Science and Engineering
Mal-ID: automatic malware detection using common segment analysis and meta-features
The Journal of Machine Learning Research
Automatic configuration selection using ontology matching task profiling
ESWC'12 Proceedings of the 9th international conference on The Semantic Web: research and applications
An artificial immune system approach to associative classification
ICCSA'12 Proceedings of the 12th international conference on Computational Science and Its Applications - Volume Part I
Automatic categorisation of comments in social news websites
Expert Systems with Applications: An International Journal
Using genetic algorithm based knowledge refinement model for dividend policy forecasting
Expert Systems with Applications: An International Journal
An effective early fraud detection method for online auctions
Electronic Commerce Research and Applications
Proceedings of the 1st International Workshop on Big Data, Streams and Heterogeneous Source Mining: Algorithms, Systems, Programming Models and Applications
Efficient Graph Kernels for Textual Entailment Recognition
Fundamenta Informaticae - RCRA 2009 Experimental Evaluation of Algorithms for Solving Problems with Combinatorial Explosion
Cast shadow detection based on semi-supervised learning
ICIAR'12 Proceedings of the 9th international conference on Image Analysis and Recognition - Volume Part I
Randomizing smartphone malware profiles against statistical mining techniques
DBSec'12 Proceedings of the 26th Annual IFIP WG 11.3 conference on Data and Applications Security and Privacy
Reconstruction attack through classifier analysis
DBSec'12 Proceedings of the 26th Annual IFIP WG 11.3 conference on Data and Applications Security and Privacy
Semi-supervised clustering: a case study
MLDM'12 Proceedings of the 8th international conference on Machine Learning and Data Mining in Pattern Recognition
Content independent metadata production as a machine learning problem
MLDM'12 Proceedings of the 8th international conference on Machine Learning and Data Mining in Pattern Recognition
Finding correlations between 3-D surfaces: a study in asymmetric incremental sheet forming
MLDM'12 Proceedings of the 8th international conference on Machine Learning and Data Mining in Pattern Recognition
A multiclassifier approach for drill wear prediction
MLDM'12 Proceedings of the 8th international conference on Machine Learning and Data Mining in Pattern Recognition
Improving construct validity yields better models of systematic inquiry, even with less information
UMAP'12 Proceedings of the 20th international conference on User Modeling, Adaptation, and Personalization
Secure distributed framework for achieving ε-differential privacy
PETS'12 Proceedings of the 12th international conference on Privacy Enhancing Technologies
Recognizing pornographic images
Proceedings of the on Multimedia and security
Kernelized Fuzzy Rough Sets Based Yawn Detection for Driver Fatigue Monitoring
Fundamenta Informaticae - Knowledge Technology
Investigating Accuracies of Classifications for Randomized Imbalanced Class Distributions
Fundamenta Informaticae - Cognitive Informatics, Cognitive Computing, and Their Denotational Mathematical Foundations (II)
Common Sense Reasoning for Detection, Prevention, and Mitigation of Cyberbullying
ACM Transactions on Interactive Intelligent Systems (TiiS) - Special Issue on Common Sense for Interactive Systems
Learning from socio-economic characteristics of IP geo-locations for cybercrime prediction
International Journal of Business Intelligence and Data Mining
Graph-Based relational learning with a polynomial time projection algorithm
ILP'11 Proceedings of the 21st international conference on Inductive Logic Programming
A multi-classifier approach to dialogue act classification using function words
Transactions on Computational Collective Intelligence VII
Application of classification algorithms on IDDM rat data
ICDM'12 Proceedings of the 12th Industrial conference on Advances in Data Mining: applications and theoretical aspects
An expert system for an innovative discrimination tool of commercial table grapes
ICIC'12 Proceedings of the 8th international conference on Intelligent Computing Theories and Applications
An Extended Comparison of Six Approaches to Discretization - A Rough Set Approach
Fundamenta Informaticae - Fundamentals of Knowledge Technology
A Two-Phase Model for Learning Rules from Incomplete Data
Fundamenta Informaticae - Fundamentals of Knowledge Technology
An Integration of Cloud Transform and Rough Set Theory to Induction of Decision Trees
Fundamenta Informaticae - Fundamentals of Knowledge Technology
Learning Rule Ensembles for Ordinal Classification with Monotonicity Constraints
Fundamenta Informaticae - Fundamentals of Knowledge Technology
A hybrid approach to managing job offers and candidates
Information Processing and Management: an International Journal
An automated vision based on-line novel percept detection method for a mobile robot
Robotics and Autonomous Systems
An Experimental Comparison of Different Inclusion Relations in Frequent Tree Mining
Fundamenta Informaticae - Progress on Multi-Relational Data Mining
Learning from Skewed Class Multi-relational Databases
Fundamenta Informaticae - Progress on Multi-Relational Data Mining
Effective Prediction of Web User Behaviour with User-Level Models
Fundamenta Informaticae
Feature Extraction for Dynamic Integration of Classifiers
Fundamenta Informaticae
RBFFCA: A Hybrid Pattern Classifier Using Radial Basis Function and Fuzzy Cellular Automata
Fundamenta Informaticae - Special issue on DLT'04
Sound Isolation by Harmonic Peak Partition For Music Instrument Recognition
Fundamenta Informaticae - Special issue ISMIS'05
SETN'12 Proceedings of the 7th Hellenic conference on Artificial Intelligence: theories and applications
Forecasting corporate bankruptcy with an ensemble of classifiers
SETN'12 Proceedings of the 7th Hellenic conference on Artificial Intelligence: theories and applications
Credit rating using a hybrid voting ensemble
SETN'12 Proceedings of the 7th Hellenic conference on Artificial Intelligence: theories and applications
Acoustic bird activity detection on real-field data
SETN'12 Proceedings of the 7th Hellenic conference on Artificial Intelligence: theories and applications
A heuristically perturbation of dataset to achieve a diverse ensemble of classifiers
MCPR'12 Proceedings of the 4th Mexican conference on Pattern Recognition
A novel classification algorithm to noise data
ICSI'12 Proceedings of the Third international conference on Advances in Swarm Intelligence - Volume Part II
Evaluation of normalization techniques in text classification for portuguese
ICCSA'12 Proceedings of the 12th international conference on Computational Science and Its Applications - Volume Part III
Feature selection for improved phishing detection
IEA/AIE'12 Proceedings of the 25th international conference on Industrial Engineering and Other Applications of Applied Intelligent Systems: advanced research in applied artificial intelligence
Analysis and detection of web spam by means of web content
IRFC'12 Proceedings of the 5th conference on Multidisciplinary Information Retrieval
RSKT'12 Proceedings of the 7th international conference on Rough Sets and Knowledge Technology
Incremental rules induction based on rule layers
RSKT'12 Proceedings of the 7th international conference on Rough Sets and Knowledge Technology
Belief networks in classification of laryngopathies based on speech spectrum analysis
RSKT'12 Proceedings of the 7th international conference on Rough Sets and Knowledge Technology
A competition strategy to cost-sensitive decision trees
RSKT'12 Proceedings of the 7th international conference on Rough Sets and Knowledge Technology
Learning predictive models for financial time series by using agent based simulations
Transactions on Compuational Collective Intelligence VI
Extensions of ant-miner algorithm to deal with class imbalance problem
IDEAL'12 Proceedings of the 13th international conference on Intelligent Data Engineering and Automated Learning
A framework for application of tree-structured data mining to process log analysis
IDEAL'12 Proceedings of the 13th international conference on Intelligent Data Engineering and Automated Learning
IDEAL'12 Proceedings of the 13th international conference on Intelligent Data Engineering and Automated Learning
Ensemble methods for prediction of parkinson disease
IDEAL'12 Proceedings of the 13th international conference on Intelligent Data Engineering and Automated Learning
Differential evolution and perceptron decision trees for classification tasks
IDEAL'12 Proceedings of the 13th international conference on Intelligent Data Engineering and Automated Learning
Classification rule discovery with ant colony optimization algorithm
IDEAL'12 Proceedings of the 13th international conference on Intelligent Data Engineering and Automated Learning
Process-Specific Information for Learning Electronic Negotiation Outcomes
Fundamenta Informaticae
Inducing decision trees with an ant colony optimization algorithm
Applied Soft Computing
On achieving semi-supervised pattern recognition by utilizing tree-based SOMs
Pattern Recognition
Algorithm learning based neural network integrating feature selection and classification
Expert Systems with Applications: An International Journal
Advances in Mining Graphs, Trees and Sequences
Fundamenta Informaticae - Advances in Mining Graphs, Trees and Sequences
A Dichotomic Search Algorithm for Mining and Learning in Domain-Specific Logics
Fundamenta Informaticae - Advances in Mining Graphs, Trees and Sequences
Constructing a Decision Tree for Graph-Structured Data and its Applications
Fundamenta Informaticae - Advances in Mining Graphs, Trees and Sequences
Extraction of Structure of Medical Diagnosis from Clinical Data
Fundamenta Informaticae - The 9th International Conference on Rough Sets, Fuzzy Sets, Data Mining and Granular Conputing (RSFDGrC 2003)
Hyperplane Aggregation of Dominance Decision Rules
Fundamenta Informaticae - International Conference on Soft Computing and Distributed Processing (SCDP'2002)
Reducts and Constructs in Attribute Reduction
Fundamenta Informaticae - International Conference on Soft Computing and Distributed Processing (SCDP'2002)
Applying Rough Set Theory to Multi Stage Medical Diagnosing
Fundamenta Informaticae
Theory and Application of Cellular Automata For Pattern Classification
Fundamenta Informaticae - Cellular Automata
RIONA: A New Classification System Combining Rule Induction and Instance-Based Learning
Fundamenta Informaticae
Application of Rule Induction and Rough Sets to Verification of Magnetic Resonance Diagnosis
Fundamenta Informaticae
Proceedings of the Fifth Balkan Conference in Informatics
Sensitivity Analysis for Selective Learning by Feedforward Neural Networks
Fundamenta Informaticae
Sensitivity Analysis for Selective Learning by Feedforward Neural Networks
Fundamenta Informaticae
Prediction of Ordinal Classes Using Regression Trees
Fundamenta Informaticae - Intelligent Systems
On the Computational Complexity of Optimal Multisplitting
Fundamenta Informaticae - Intelligent Systems
Local Feature Selection with Dynamic Integration of Classifiers
Fundamenta Informaticae - Intelligent Systems
Musical Sound Classification based on Wavelet Analysis
Fundamenta Informaticae - Intelligent Systems
On Efficient Handling of Continuous Attributes in Large Data Bases
Fundamenta Informaticae
Dispersion, coordination and performance in global software teams: a systematic review
Proceedings of the ACM-IEEE international symposium on Empirical software engineering and measurement
Empirical models based on features ranking techniques for corporate financial distress prediction
Computers & Mathematics with Applications
Fundamenta Informaticae
From Optimal Hyperplanes to Optimal Decision Trees
Fundamenta Informaticae
Classification of Unseen Examples under Uncertainty
Fundamenta Informaticae
Decision Algorithms: a Survey of Rough Set - Theoretic Methods
Fundamenta Informaticae
A New Version of the Rule Induction System LERS
Fundamenta Informaticae
Sampling and classifying interference patterns in a wireless sensor network
ACM Transactions on Sensor Networks (TOSN)
International Journal of Data Mining and Bioinformatics
Aspectual type and temporal relation classification
EACL '12 Proceedings of the 13th Conference of the European Chapter of the Association for Computational Linguistics
Behind the article: recognizing dialog acts in Wikipedia talk pages
EACL '12 Proceedings of the 13th Conference of the European Chapter of the Association for Computational Linguistics
Computational Aesthetics'08 Proceedings of the Fourth Eurographics conference on Computational Aesthetics in Graphics, Visualization and Imaging
Grindstone4Spam: An optimization toolkit for boosting e-mail classification
Journal of Systems and Software
Texture based decision tree classification for Arecanut
Proceedings of the CUBE International Information Technology Conference
Association rule variation with respect to time
Proceedings of the CUBE International Information Technology Conference
Populated IP addresses: classification and applications
Proceedings of the 2012 ACM conference on Computer and communications security
ACM Transactions on Knowledge Discovery from Data (TKDD) - Special Issue on the Best of SIGKDD 2011
Methodology for fraud detection in electronic transactions
Proceedings of the 18th Brazilian symposium on Multimedia and the web
Computer Methods and Programs in Biomedicine
Design of a Fuzzy-based Decision Support System for Coronary Heart Disease Diagnosis
Journal of Medical Systems
Wireless Personal Communications: An International Journal
Dynamic Programming Approach for Partial Decision Rule Optimization
Fundamenta Informaticae - Concurrency Specification and Programming (CS&P)
Knowledge discovery interestingness measures based on unexpectedness
Wiley Interdisciplinary Reviews: Data Mining and Knowledge Discovery
Extracting performance rules of suppliers in the manufacturing industry: an empirical study
Journal of Intelligent Manufacturing
BRACID: a comprehensive approach to learning rules from imbalanced data
Journal of Intelligent Information Systems
The use of granularity in rhetorical relation prediction
SemEval '12 Proceedings of the First Joint Conference on Lexical and Computational Semantics - Volume 1: Proceedings of the main conference and the shared task, and Volume 2: Proceedings of the Sixth International Workshop on Semantic Evaluation
Plan-based policies for efficient multiple battery load management
Journal of Artificial Intelligence Research
Information enhancement for data mining
Wiley Interdisciplinary Reviews: Data Mining and Knowledge Discovery
Personal bankruptcy prediction by mining credit card data
Expert Systems with Applications: An International Journal
A novel intrusion severity analysis approach for Clouds
Future Generation Computer Systems
Mining control flow graph as API call-grams to detect portable executable malware
Proceedings of the Fifth International Conference on Security of Information and Networks
Anomaly based intrusion detection using meta ensemble classifier
Proceedings of the Fifth International Conference on Security of Information and Networks
Unsupervised feature selection in digital mammogram image using rough set theory
International Journal of Bioinformatics Research and Applications
Predicting baby feeding method from unstructured electronic health record data
Proceedings of the ACM sixth international workshop on Data and text mining in biomedical informatics
Proceedings of the 11th ACM Workshop on Hot Topics in Networks
Web services for Bayesian learning
Proceedings of the Workshop on Computational Models of Language Acquisition and Loss
Learning to "read between the lines" using Bayesian logic programs
ACL '12 Proceedings of the 50th Annual Meeting of the Association for Computational Linguistics: Long Papers - Volume 1
Coreference semantics from web features
ACL '12 Proceedings of the 50th Annual Meeting of the Association for Computational Linguistics: Long Papers - Volume 1
Decision trees and MPI collective algorithm selection problem
Euro-Par'07 Proceedings of the 13th international Euro-Par conference on Parallel Processing
DaWaK'07 Proceedings of the 9th international conference on Data Warehousing and Knowledge Discovery
Cost-sensitive decision trees applied to medical data
DaWaK'07 Proceedings of the 9th international conference on Data Warehousing and Knowledge Discovery
Two way focused classification
DaWaK'07 Proceedings of the 9th international conference on Data Warehousing and Knowledge Discovery
Classifying different denial-of-service attacks in cloud computing using rule-based learning
Security and Communication Networks
LSMS'07 Proceedings of the 2007 international conference on Life System Modeling and Simulation
Identifying rare classes with sparse training data
DEXA'07 Proceedings of the 18th international conference on Database and Expert Systems Applications
Information Sciences: an International Journal
Gravitation based classification
Information Sciences: an International Journal
Evolving fuzzy pattern trees for binary classification on data streams
Information Sciences: an International Journal
Divergence-based feature selection for separate classes
Neurocomputing
WIMP: Web server tool for missing data imputation
Computer Methods and Programs in Biomedicine
An iterative approach to build relevant ontology-aware data-driven models
Information Sciences: an International Journal
Using program synthesis for social recommendations
Proceedings of the 21st ACM international conference on Information and knowledge management
Predicting the secondary structure of proteins using machine learning algorithms
International Journal of Data Mining and Bioinformatics
ACM Transactions on Architecture and Code Optimization (TACO) - Special Issue on High-Performance Embedded Architectures and Compilers
The CASH algorithm-cost-sensitive attribute selection using histograms
Information Sciences: an International Journal
Information Sciences: an International Journal
Data mining applied to the cognitive rehabilitation of patients with acquired brain injury
Expert Systems with Applications: An International Journal
Classifying patterns with missing values using Multi-Task Learning perceptrons
Expert Systems with Applications: An International Journal
Tree ensembles for predicting structured outputs
Pattern Recognition
A comparative study of feature selection and machine learning techniques for sentiment analysis
Proceedings of the 2012 ACM Research in Applied Computation Symposium
Proceedings of the 12th Koli Calling International Conference on Computing Education Research
Multi-objective optimization for incremental decision tree learning
DaWaK'12 Proceedings of the 14th international conference on Data Warehousing and Knowledge Discovery
Improving the cAnt-MinerPB classification algorithm
ANTS'12 Proceedings of the 8th international conference on Swarm Intelligence
Enabling cloud interoperability with COMPSs
Euro-Par'12 Proceedings of the 18th international conference on Parallel Processing
Learning multiple tasks with boosted decision trees
ECML PKDD'12 Proceedings of the 2012 European conference on Machine Learning and Knowledge Discovery in Databases - Volume Part I
Handling time changing data with adaptive very fast decision rules
ECML PKDD'12 Proceedings of the 2012 European conference on Machine Learning and Knowledge Discovery in Databases - Volume Part I
A communication-optimizing middleware for efficient wireless communication in rural environments
Proceedings of the 9th Middleware Doctoral Symposium of the 13th ACM/IFIP/USENIX International Middleware Conference
Automated query learning with Wikipedia and genetic programming
Artificial Intelligence
AC-CS: an immune-inspired associative classification algorithm
ICARIS'12 Proceedings of the 11th international conference on Artificial Immune Systems
Extraction of prototype-based threshold rules using neural training procedure
ICANN'12 Proceedings of the 22nd international conference on Artificial Neural Networks and Machine Learning - Volume Part II
FIDs classifier for artificial intelligence and its application
ICA3PP'12 Proceedings of the 12th international conference on Algorithms and Architectures for Parallel Processing - Volume Part II
PolyCert: polymorphic self-optimizing replication for in-memory transactional grids
Proceedings of the 12th International Middleware Conference
Disclosure: detecting botnet command and control servers through large-scale NetFlow analysis
Proceedings of the 28th Annual Computer Security Applications Conference
Visualization of time-series data in parameter space for understanding facial dynamics
EuroVis'11 Proceedings of the 13th Eurographics / IEEE - VGTC conference on Visualization
Differential Evolution for automatic rule extraction from medical databases
Applied Soft Computing
Soft computing techniques in ensemble precipitation nowcast
Applied Soft Computing
Learning spatial decision tree for geographical classification: a summary of results
Proceedings of the 20th International Conference on Advances in Geographic Information Systems
Machine Learning
WebPut: efficient web-based data imputation
WISE'12 Proceedings of the 13th international conference on Web Information Systems Engineering
Fuzzy particle swarm optimization for intrusion detection
ICONIP'12 Proceedings of the 19th international conference on Neural Information Processing - Volume Part V
Comparative analysis of clustering algorithms applied to the classification of bugs
ICONIP'12 Proceedings of the 19th international conference on Neural Information Processing - Volume Part V
SBIA'12 Proceedings of the 21st Brazilian conference on Advances in Artificial Intelligence
Real-time hand pose estimation using classifiers
ICCVG'12 Proceedings of the 2012 international conference on Computer Vision and Graphics
Parallel data mining revisited. better, not faster
IDA'12 Proceedings of the 11th international conference on Advances in Intelligent Data Analysis
Construction of decision trees by using feature importance value for improved learning performance
ICONIP'12 Proceedings of the 19th international conference on Neural Information Processing - Volume Part II
Rule extraction from ensemble methods using aggregated decision trees
ICONIP'12 Proceedings of the 19th international conference on Neural Information Processing - Volume Part II
Novel test detection to improve simulation efficiency: a commercial experiment
Proceedings of the International Conference on Computer-Aided Design
Enhanced spatiotemporal relational probability trees and forests
Data Mining and Knowledge Discovery
How to design agent-based simulation models using agent learning
Proceedings of the Winter Simulation Conference
Towards assisted input and output data analysis in manufacturing simulation: the EDASim approach
Proceedings of the Winter Simulation Conference
Engineering Applications of Artificial Intelligence
Empirical methods for the study of denotation in nominalizations in spanish
Computational Linguistics
The use of artificial-intelligence-based ensembles for intrusion detection: a review
Applied Computational Intelligence and Soft Computing
High throughput and programmable online trafficclassifier on FPGA
Proceedings of the ACM/SIGDA international symposium on Field programmable gate arrays
Automatic scoring of erythema and scaling severity in psoriasis diagnosis
AI'12 Proceedings of the 25th Australasian joint conference on Advances in Artificial Intelligence
AI'12 Proceedings of the 25th Australasian joint conference on Advances in Artificial Intelligence
Evolving event detectors in multi-channel sensor data
AI'12 Proceedings of the 25th Australasian joint conference on Advances in Artificial Intelligence
A multi-tier ensemble construction of classifiers for phishing email detection and filtering
CSS'12 Proceedings of the 4th international conference on Cyberspace Safety and Security
Parallels between machine and brain decoding
BI'12 Proceedings of the 2012 international conference on Brain Informatics
Incremental rules induction method based on three rule layers
ISMIS'12 Proceedings of the 20th international conference on Foundations of Intelligent Systems
Discovering semantic relations using prepositional phrases
ISMIS'12 Proceedings of the 20th international conference on Foundations of Intelligent Systems
Interestingness measures for classification based on association rules
ICCCI'12 Proceedings of the 4th international conference on Computational Collective Intelligence: technologies and applications - Volume Part II
Predicting group evolution in the social network
SocInfo'12 Proceedings of the 4th international conference on Social Informatics
Intelligent Decision Support System for Osteoporosis Prediction
International Journal of Intelligent Information Technologies
International Journal of Information Retrieval Research
Using multi decision tree technique to improving decision tree classifier
International Journal of Business Intelligence and Data Mining
Evaluation of the Shopping Path to Distinguish Customers Using a RFID Dataset
International Journal of Organizational and Collective Intelligence
A Multi-Expert System for chlorine electrolyzer monitoring
Expert Systems with Applications: An International Journal
Using clouds for scalable knowledge discovery applications
Euro-Par'12 Proceedings of the 18th international conference on Parallel processing workshops
Rule extraction from DEWNN to solve classification and regression problems
SEMCCO'12 Proceedings of the Third international conference on Swarm, Evolutionary, and Memetic Computing
SEMCCO'12 Proceedings of the Third international conference on Swarm, Evolutionary, and Memetic Computing
On the determination of inlining vectors for program optimization
CC'13 Proceedings of the 22nd international conference on Compiler Construction
Dimensionality reduction in data summarization approach to learning relational data
ACIIDS'13 Proceedings of the 5th Asian conference on Intelligent Information and Database Systems - Volume Part I
A grammar-guided genetic programming algorithm for multi-label classification
EuroGP'13 Proceedings of the 16th European conference on Genetic Programming
Human action recognition from multi-sensor stream data by genetic programming
EvoApplications'13 Proceedings of the 16th European conference on Applications of Evolutionary Computation
Classification Analysis in Complex Online Social Networks Using Semantic Web Technologies
ASONAM '12 Proceedings of the 2012 International Conference on Advances in Social Networks Analysis and Mining (ASONAM 2012)
Behavior Abstraction Robustness in Agent Modeling
WI-IAT '12 Proceedings of the The 2012 IEEE/WIC/ACM International Joint Conferences on Web Intelligence and Intelligent Agent Technology - Volume 02
Decision trees: a recent overview
Artificial Intelligence Review
Reducing the size of databases for multirelational classification: a subgraph-based approach
Journal of Intelligent Information Systems
Iterative classification for multiple target attributes
Journal of Intelligent Information Systems
UniDis: a universal discretization technique
Journal of Intelligent Information Systems
On line background modeling for moving object segmentation in dynamic scenes
Multimedia Tools and Applications
MPRSS'12 Proceedings of the First international conference on Multimodal Pattern Recognition of Social Signals in Human-Computer-Interaction
Being confident about the quality of the predictions in recommender systems
ECIR'13 Proceedings of the 35th European conference on Advances in Information Retrieval
Activity logging using lightweight classification techniques in mobile devices
Personal and Ubiquitous Computing
Expert Systems with Applications: An International Journal
Recognition of word collocation habits using frequency rank ratio and inter-term intimacy
Expert Systems with Applications: An International Journal
Improving the interpretability of classification rules discovered by an ant colony algorithm
Proceedings of the 15th annual conference on Genetic and evolutionary computation
Pattern-guided genetic programming
Proceedings of the 15th annual conference on Genetic and evolutionary computation
An analysis of a spatial EA parallel boosting algorithm
Proceedings of the 15th annual conference on Genetic and evolutionary computation
Comparative study of classification techniques on biomedical data from hypertext documents
International Journal of Knowledge Engineering and Soft Data Paradigms
Auditeur: a mobile-cloud service platform for acoustic event detection on smartphones
Proceeding of the 11th annual international conference on Mobile systems, applications, and services
When Is the Right Time to Refresh Knowledge Discovered from Data?
Operations Research
A comparison of machine learning algorithms for proactive hard disk drive failure detection
Proceedings of the 4th international ACM Sigsoft symposium on Architecting critical systems
Clinical and molecular models of Glioblastoma multiforme survival
International Journal of Data Mining and Bioinformatics
Manipulation of Training Sets for Improving Data Mining Coverage-Driven Verification
Journal of Electronic Testing: Theory and Applications
Streamlining user interaction in tag-based conversational navigation of knowledge resource libraries
Proceedings of the 13th ACM/IEEE-CS joint conference on Digital libraries
Prediction of assistive technology adoption for people with dementia
HIS'13 Proceedings of the second international conference on Health Information Science
Estimating user interruptibility by measuring table-top pressure
CHI '13 Extended Abstracts on Human Factors in Computing Systems
Delta score: a novel simplified measurement for digital divide of cities
Proceedings of the 14th Annual International Conference on Digital Government Research
Stream-based event prediction using bayesian and bloom filters
Proceedings of the 4th ACM/SPEC International Conference on Performance Engineering
Expert Systems with Applications: An International Journal
Linking software testing results with a machine learning approach
Engineering Applications of Artificial Intelligence
Identifying incompatible service implementations using pooled decision trees
Proceedings of the 28th Annual ACM Symposium on Applied Computing
Feature-based object identification for web automation
Proceedings of the 28th Annual ACM Symposium on Applied Computing
Software effort prediction: a hyper-heuristic decision-tree based approach
Proceedings of the 28th Annual ACM Symposium on Applied Computing
Data-aware process mining: discovering decisions in processes using alignments
Proceedings of the 28th Annual ACM Symposium on Applied Computing
MICAI'12 Proceedings of the 11th Mexican international conference on Advances in Computational Intelligence - Volume Part II
Artificial Intelligence in Medicine
A decision tree-based missing value imputation technique for data pre-processing
AusDM '11 Proceedings of the Ninth Australasian Data Mining Conference - Volume 121
Feature selection using misclassification counts
AusDM '11 Proceedings of the Ninth Australasian Data Mining Conference - Volume 121
Model selection strategy for customer attrition risk prediction in retail banking
AusDM '11 Proceedings of the Ninth Australasian Data Mining Conference - Volume 121
AusDM '11 Proceedings of the Ninth Australasian Data Mining Conference - Volume 121
Knowledge discovery through SysFor: a systematically developed forest of multiple decision trees
AusDM '11 Proceedings of the Ninth Australasian Data Mining Conference - Volume 121
AusDM '11 Proceedings of the Ninth Australasian Data Mining Conference - Volume 121
Learning time series patterns by genetic programming
ACSC '12 Proceedings of the Thirty-fifth Australasian Computer Science Conference - Volume 122
International Journal of Cognitive Performance Support
Sentiment profiles of multiword expressions in test-taker essays: The case of noun-noun compounds
ACM Transactions on Speech and Language Processing (TSLP) - Special issue on multiword expressions: From theory to practice and use, part 2
Modeling non-stationary opponents
Proceedings of the 2013 international conference on Autonomous agents and multi-agent systems
Mining explicit rules for software process evaluation
Proceedings of the 2013 International Conference on Software and System Process
A hybrid approach for extracting informative content from web pages
Information Processing and Management: an International Journal
An interpretable classification rule mining algorithm
Information Sciences: an International Journal
Simple art as abstractions of photographs
Proceedings of the Symposium on Computational Aesthetics
Predicting group stability in online social networks
Proceedings of the 22nd international conference on World Wide Web
Toward an efficient and scalable feature selection approach for internet traffic classification
Computer Networks: The International Journal of Computer and Telecommunications Networking
Quality checking and mining nephrology biopsy data
Proceedings of the 6th Balkan Conference in Informatics
Behavioural detection with API call-grams to identify malicious PE files
Proceedings of the First International Conference on Security of Internet of Things
Mining succinct predicated bug signatures
Proceedings of the 2013 9th Joint Meeting on Foundations of Software Engineering
Performance evaluation of incremental decision tree learning under noisy data streams
International Journal of Computer Applications in Technology
Community-based features for identifying spammers in online social networks
Proceedings of the 2013 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining
A threshold method for imbalanced multiple noisy labeling
Proceedings of the 2013 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining
Discovering tasks from search engine query logs
ACM Transactions on Information Systems (TOIS)
Assessing similarity of feature selection techniques in high-dimensional domains
Pattern Recognition Letters
Encoding through patterns: Regression tree-based neuronal population models
Neural Computation
Gaze awareness in conversational agents: Estimating a user's conversational engagement from eye gaze
ACM Transactions on Interactive Intelligent Systems (TiiS) - Special issue on interaction with smart objects, Special section on eye gaze and conversation
Different approaches to community evolution prediction in blogosphere
Proceedings of the 2013 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining
Mining nursing care plan from data extracted from hospital information system
Proceedings of the 2013 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining
Information Sciences: an International Journal
Signal detection in genome sequences using complexity based features
Proceedings of the 12th International Workshop on Data Mining in Bioinformatics
Artificial Intelligence in Medicine
Detection of false sharing using machine learning
SC '13 Proceedings of the International Conference on High Performance Computing, Networking, Storage and Analysis
Unsupervised feature construction for improving data representation and semantics
Journal of Intelligent Information Systems
Learning from data streams with only positive and unlabeled data
Journal of Intelligent Information Systems
Comparing Strategies of Collaborative Networks for R&D: An Agent-Based Study
Computational Economics
Using Machine Learning to Predict the Health of HIV-Infected Patients
Proceedings of the International Conference on Bioinformatics, Computational Biology and Biomedical Informatics
Learning aesthetic judgements in evolutionary art systems
Genetic Programming and Evolvable Machines
Information Technology and Management
CUDIA: Probabilistic cross-level imputation using individual auxiliary information
ACM Transactions on Intelligent Systems and Technology (TIST) - Survey papers, special sections on the semantic adaptive social web, intelligent systems for health informatics, regular papers
ACM Transactions on Intelligent Systems and Technology (TIST) - Survey papers, special sections on the semantic adaptive social web, intelligent systems for health informatics, regular papers
A study of subgroup discovery approaches for defect prediction
Information and Software Technology
Information Sciences: an International Journal
Supervised learning approaches and feature selection - a case study in diabetes
International Journal of Data Analysis Techniques and Strategies
Building health persona from personal data streams
Proceedings of the 1st ACM international workshop on Personal data meets distributed multimedia
Using machine learning to predict the driving context whilst driving
Proceedings of the South African Institute for Computer Scientists and Information Technologists Conference
Proceedings of the South African Institute for Computer Scientists and Information Technologists Conference
Policy making for broadband adoption and usage in Chile through machine learning
Expert Systems with Applications: An International Journal
Multilabel Learning via Random Label Selection for Protein Subcellular Multilocations Prediction
IEEE/ACM Transactions on Computational Biology and Bioinformatics (TCBB)
Distinguishing Users By Pointing Performance in Laboratory and Real-World Tasks
ACM Transactions on Accessible Computing (TACCESS)
Reversing the effects of tokenisation attacks against content-based spam filters
International Journal of Security and Networks
Healthcare Data Mining: Predicting Hospital Length of Stay PHLOS
International Journal of Knowledge Discovery in Bioinformatics
How can i help you': comparing engagement classification strategies for a robot bartender
Proceedings of the 15th ACM on International conference on multimodal interaction
IWANN'13 Proceedings of the 12th international conference on Artificial Neural Networks: advances in computational intelligence - Volume Part I
A decision-making model for environmental behavior in agent-based modeling
IWANN'13 Proceedings of the 12th international conference on Artificial Neural Networks: advances in computational intelligence - Volume Part I
Supporting risk-informed decisions during business process execution
CAiSE'13 Proceedings of the 25th international conference on Advanced Information Systems Engineering
Passive remote source NAT detection using behavior statistics derived from netflow
AIMS'13 Proceedings of the 7th IFIP WG 6.6 international conference on Autonomous Infrastructure, Management, and Security: emerging management mechanisms for the future internet - Volume 7943
Proceedings of the 21st ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems
CRUDAW: a novel fuzzy technique for clustering records following user defined attribute weights
AusDM '12 Proceedings of the Tenth Australasian Data Mining Conference - Volume 134
AusDM '12 Proceedings of the Tenth Australasian Data Mining Conference - Volume 134
Application of tree-structured data mining for analysis of process logs in XML format
AusDM '12 Proceedings of the Tenth Australasian Data Mining Conference - Volume 134
AusDM '12 Proceedings of the Tenth Australasian Data Mining Conference - Volume 134
AusDM '12 Proceedings of the Tenth Australasian Data Mining Conference - Volume 134
Peer-to-peer data mining classifiers for decentralized detection of network attacks
ADC '13 Proceedings of the Twenty-Fourth Australasian Database Conference - Volume 137
Hierarchical model for rank discrimination measures
ECSQARU'13 Proceedings of the 12th European conference on Symbolic and Quantitative Approaches to Reasoning with Uncertainty
Bias-Guided random walk for network-based data classification
ISNN'13 Proceedings of the 10th international conference on Advances in Neural Networks - Volume Part II
Prediction of non-genotoxic hepatocarcinogenicity using chemical-protein interactions
PRIB'13 Proceedings of the 8th IAPR international conference on Pattern Recognition in Bioinformatics
Computers and Electronics in Agriculture
Predicting students' final performance from participation in on-line discussion forums
Computers & Education
Computers in Biology and Medicine
The relationship between stress and conflict handling style in an ODR environment
JSAI-isAI'12 Proceedings of the 2012 international conference on New Frontiers in Artificial Intelligence
Feature representation for customer attrition risk prediction in retail banking
ICDM'13 Proceedings of the 13th international conference on Advances in Data Mining: applications and theoretical aspects
Application of data mining techniques on EMG registers of hemiplegic patients
ICDM'13 Proceedings of the 13th international conference on Advances in Data Mining: applications and theoretical aspects
MLDM'13 Proceedings of the 9th international conference on Machine Learning and Data Mining in Pattern Recognition
Multi model transfer learning with RULES family
MLDM'13 Proceedings of the 9th international conference on Machine Learning and Data Mining in Pattern Recognition
Improving the efficiency of distributed data mining using an adjustment work flow
MLDM'13 Proceedings of the 9th international conference on Machine Learning and Data Mining in Pattern Recognition
An empirical study of reducing multiclass classification methodologies
MLDM'13 Proceedings of the 9th international conference on Machine Learning and Data Mining in Pattern Recognition
Enhancing declare maps based on event correlations
BPM'13 Proceedings of the 11th international conference on Business Process Management
Optimising retrieval phase in CBR through Pearl and JLO algorithms for medical diagnosis
International Journal of Advanced Intelligence Paradigms
Predicting part-of-speech tags and morpho-syntactic relations using similarity-based technique
SLSP'13 Proceedings of the First international conference on Statistical Language and Speech Processing
Data mining with ant colony algorithms
ICIC'13 Proceedings of the 9th international conference on Intelligent Computing Theories and Technology
Towards a model for predicting intention in 3D moving-target selection tasks
EPCE'13 Proceedings of the 10th international conference on Engineering Psychology and Cognitive Ergonomics: understanding human cognition - Volume Part I
International Journal of Information Systems and Social Change
ACNB: Associative Classification Mining Based on Naïve Bayesian Method
International Journal of Information Technology and Web Engineering
Healthcare Data Mining: Predicting Hospital Length of Stay PHLOS
International Journal of Knowledge Discovery in Bioinformatics
International Journal of Open Source Software and Processes
International Journal of Intelligent Systems Technologies and Applications
Hierarchical multi-label classification using local neural networks
Journal of Computer and System Sciences
Predicting user personality by mining social interactions in Facebook
Journal of Computer and System Sciences
Journal of Computer and System Sciences
Semantic extraction of geographic data from web tables for big data integration
Proceedings of the 7th Workshop on Geographic Information Retrieval
Machine learning based typology development in archaeology
Journal on Computing and Cultural Heritage (JOCCH)
Towards robust activity recognition for everyday life: methods and evaluation
Proceedings of the 7th International Conference on Pervasive Computing Technologies for Healthcare
Unobtrusive sleep monitoring using smartphones
Proceedings of the 7th International Conference on Pervasive Computing Technologies for Healthcare
A modular framework for ambient health monitoring
Proceedings of the 7th International Conference on Pervasive Computing Technologies for Healthcare
Going-concern prediction using hybrid random forests and rough set approach
Information Sciences: an International Journal
Quick attribute reduction in inconsistent decision tables
Information Sciences: an International Journal
Theoretical Computer Science
Proceedings of the 6th workshop on Eye gaze in intelligent human machine interaction: gaze in multimodal interaction
Positive-versus-Negative Classification for Model Aggregation in Predictive Data Mining
INFORMS Journal on Computing
Automatic feature generation for machine learning--based optimising compilation
ACM Transactions on Architecture and Code Optimization (TACO)
Class imbalance and the curse of minority hubs
Knowledge-Based Systems
Tools for machine-learning-based empirical autotuning and specialization
International Journal of High Performance Computing Applications
Computer Methods and Programs in Biomedicine
Performance analysis of machine learning algorithms for intrusion detection in MANETs
International Journal of Wireless and Mobile Computing
Automatic design of decision-tree algorithms with evolutionary algorithms
Evolutionary Computation
Improving accuracy of classification models induced from anonymized datasets
Information Sciences: an International Journal
A general framework for privacy preserving data publishing
Knowledge-Based Systems
A note on hyper ellipse method for classifying biological and medical data
Computers in Biology and Medicine
Modeling dwell time to predict click-level satisfaction
Proceedings of the 7th ACM international conference on Web search and data mining
Web 2.0 Recommendation service by multi-collaborative filtering trust network algorithm
Information Systems Frontiers
Real-time rule-based classification of player types in computer games
User Modeling and User-Adapted Interaction
A novel feature selection method and its application
Journal of Intelligent Information Systems
Inducing models of behavior from expert task performance in virtual environments
Computational & Mathematical Organization Theory
Coreference resolution: an empirical study based on SemEval-2010 shared Task 1
Language Resources and Evaluation
A new variable importance measure for random forests with missing data
Statistics and Computing
Artificial Intelligence in Medicine
Diversity measures for one-class classifier ensembles
Neurocomputing
Damage prediction for regular reinforced concrete buildings using the decision tree algorithm
Computers and Structures
Automated morphological classification of lung cancer subtypes using H&E tissue images
Machine Vision and Applications
Adjusted F-measure and kernel scaling for imbalanced data learning
Information Sciences: an International Journal
Facial expression recognition in dynamic sequences: An integrated approach
Pattern Recognition
An efficient construction and application usefulness of rectangle greedy covers
Pattern Recognition
Ensemble selection for feature-based classification of diabetic maculopathy images
Computers in Biology and Medicine
Information Sciences: an International Journal
Transgenic: An evolutionary algorithm operator
Neurocomputing
Classification with decision trees from a nonparametric predictive inference perspective
Computational Statistics & Data Analysis
Computational Statistics & Data Analysis
A machine learning-based usability evaluation method for eLearning systems
Decision Support Systems
Software quality assessment using a multi-strategy classifier
Information Sciences: an International Journal
Analysis and extension of decision trees based on imprecise probabilities: Application on noisy data
Expert Systems with Applications: An International Journal
Applying Ant Colony Optimization to configuring stacking ensembles for data mining
Expert Systems with Applications: An International Journal
Time-efficient estimation of conditional mutual information for variable selection in classification
Computational Statistics & Data Analysis
A self-learning nurse call system
Computers in Biology and Medicine
Computers in Biology and Medicine
Domains of competence of the semi-naive Bayesian network classifiers
Information Sciences: an International Journal
A feature subset selection algorithm automatic recommendation method
Journal of Artificial Intelligence Research
Sentiment classification: The contribution of ensemble learning
Decision Support Systems
Proceedings of the Fourth International Conference on Learning Analytics And Knowledge
Multivariate convex regression with adaptive partitioning
The Journal of Machine Learning Research
Local business ambience characterization through mobile audio sensing
Proceedings of the 23rd international conference on World wide web
Quite a mess in my cookie jar!: leveraging machine learning to protect web authentication
Proceedings of the 23rd international conference on World wide web
Comparing ensemble learning methods based on decision tree classifiers for protein fold recognition
International Journal of Data Mining and Bioinformatics
Learning attribute weighted AODE for ROC area ranking
International Journal of Information and Communication Technology
Machine learning-based classifiers ensemble for credit risk assessment
International Journal of Electronic Finance
A new hybrid metaheuristic for medical data classification
International Journal of Metaheuristics
A constraint-based hypergraph partitioning approach to coreference resolution
Computational Linguistics
On the feature extraction in discrete space
Pattern Recognition
Artificial Intelligence in Medicine
White box radial basis function classifiers with component selection for clinical prediction models
Artificial Intelligence in Medicine
Dynamic context-aware personalisation in a pervasive environment
Pervasive and Mobile Computing
Activity recognition on streaming sensor data
Pervasive and Mobile Computing
A method for extracting rules from spatial data based on rough fuzzy sets
Knowledge-Based Systems
Technical Section: A machine learning approach to automatic stroke segmentation
Computers and Graphics
Expert Systems with Applications: An International Journal
A supervised learning approach to the ensemble clustering of genes
International Journal of Data Mining and Bioinformatics
Using learning analytics to identify successful learners in a blended learning course
International Journal of Technology Enhanced Learning
Experimental evaluation of context-dependent collaborative filtering using item splitting
User Modeling and User-Adapted Interaction
Advanced Engineering Informatics
Computer Networks: The International Journal of Computer and Telecommunications Networking
Artificial Intelligence Review
Simulating the spread of opinions in online social networks when targeting opinion leaders
Information Systems and e-Business Management
Hybrid Bayesian estimation tree learning with discrete and fuzzy labels
Frontiers of Computer Science: Selected Publications from Chinese Universities
Analysis of Textual Data Based on Inductive Learning Techniques
International Journal of Information Retrieval Research
A similarity-based approach for data stream classification
Expert Systems with Applications: An International Journal
Information Sciences: an International Journal
Information Sciences: an International Journal
An empirical study on the use of mutant traces for diagnosis of faults in deployed systems
Journal of Systems and Software
The CART decision tree for mining data streams
Information Sciences: an International Journal
On the use of meta-learning for instance selection: An architecture and an experimental study
Information Sciences: an International Journal
Repeated labeling using multiple noisy labelers
Data Mining and Knowledge Discovery
Boosting-SVM: effective learning with reduced data dimension
Applied Intelligence
Multi-label automatic indexing of music by cascade classifiers
Web Intelligence and Agent Systems
Lung cancer survival prediction using ensemble data mining on SEER data
Scientific Programming - Biological Knowledge Discovery and Data Mining
An Intelligent Decision Support System for Cropland Suitability Evaluation
Journal of Integrated Design & Process Science
Training for crisis decision making - An approach based on plan adaptation
Knowledge-Based Systems
The impact of multinationality on firm value: A comparative analysis of machine learning techniques
Decision Support Systems
CBC: An associative classifier with a small number of rules
Decision Support Systems
Future Generation Computer Systems
Comprehensible classification models: a position paper
ACM SIGKDD Explorations Newsletter
Specific-class distance measures for nominal attributes
AI Communications
Journal of Ambient Intelligence and Smart Environments
Journal of Ambient Intelligence and Smart Environments - Design and Deployment of Intelligent Environments
Inferring ECA-based rules for ambient intelligence using evolutionary feature extraction
Journal of Ambient Intelligence and Smart Environments
Fundamenta Informaticae - To Andrzej Skowron on His 70th Birthday
Relationships Between Length and Coverage of Decision Rules
Fundamenta Informaticae - Dedicated to the Memory of Professor Manfred Kudlek
Hybrid classifiers based on semantic data subspaces for two-level text categorization
International Journal of Hybrid Intelligent Systems
Applications of Hybrid Extreme Rotation Forests for image segmentation
International Journal of Hybrid Intelligent Systems
Optimising operational costs using Soft Computing techniques
Integrated Computer-Aided Engineering
A model for mining material properties for radiation shielding
Integrated Computer-Aided Engineering
Component-based decision trees for classification
Intelligent Data Analysis
Lazy attribute selection: Choosing attributes at classification time
Intelligent Data Analysis
Irrelevant attributes and imbalanced classes in multi-label text-categorization domains
Intelligent Data Analysis
Intelligent Data Analysis
Alert correlation: Severe attack prediction and controlling false alarm rate tradeoffs
Intelligent Data Analysis
CAR-NF: A classifier based on specific rules with high netconf
Intelligent Data Analysis
Building fast decision trees from large training sets
Intelligent Data Analysis
IIvotes ensemble for imbalanced data
Intelligent Data Analysis - Combined Learning Methods and Mining Complex Data
Intelligent Data Analysis - Combined Learning Methods and Mining Complex Data
Compact classification of optimized Boolean reasoning with Particle Swarm Optimization
Intelligent Data Analysis
Semi-supervised learning on closed set lattices
Intelligent Data Analysis
A novel feature subset selection algorithm based on association rule mining
Intelligent Data Analysis
Impact of noise on credit risk prediction: Does data quality really matter?
Intelligent Data Analysis
Evolutionary approach for automated component-based decision tree algorithm design
Intelligent Data Analysis - Business Analytics and Intelligent Optimization
A combined approach to tackle imbalanced data sets
International Journal of Hybrid Intelligent Systems
Variable precision rough set based decision tree classifier
Journal of Intelligent & Fuzzy Systems: Applications in Engineering and Technology - Hybrid approaches for approximate reasoning
A hybrid decision tree classifier
Journal of Intelligent & Fuzzy Systems: Applications in Engineering and Technology
Integrating global and local application of random subspace ensemble
Journal of Intelligent & Fuzzy Systems: Applications in Engineering and Technology
An intelligent neuro fuzzy temporal knowledge representation model for mining temporal patterns
Journal of Intelligent & Fuzzy Systems: Applications in Engineering and Technology
Computation of models for prediction of blood brain barrier permeability using molecular descriptors
Journal of Computational Methods in Sciences and Engineering
Collaborative information acquisition for data-driven decisions
Machine Learning
Systematic skin segmentation: merging spatial and non-spatial data
Multimedia Tools and Applications
Embedded local feature selection within mixture of experts
Information Sciences: an International Journal
Explaining data-driven document classifications
MIS Quarterly
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