Decision trees and multi-valued attributes
Machine intelligence 11
Methods for knowledge acquisition and refinement in second generation expert systems
ACM SIGART Bulletin - Special issue on knowledge acquisition
A knowledge-based approach for power system dynamic security assessment
IEA/AIE '90 Proceedings of the 3rd international conference on Industrial and engineering applications of artificial intelligence and expert systems - Volume 2
Knowledge-based learning integrating acquisition and learning
IEA/AIE '90 Proceedings of the 3rd international conference on Industrial and engineering applications of artificial intelligence and expert systems - Volume 2
An application of machine learning to the problem of parameter setting in non-destructive testing
IEA/AIE '90 Proceedings of the 3rd international conference on Industrial and engineering applications of artificial intelligence and expert systems - Volume 2
A knowledge based planning approach for waste water treatment system
IEA/AIE '90 Proceedings of the 3rd international conference on Industrial and engineering applications of artificial intelligence and expert systems - Volume 2
Application of machine learning to the maintenance of knowledge-based performance
IEA/AIE '90 Proceedings of the 3rd international conference on Industrial and engineering applications of artificial intelligence and expert systems - Volume 2
GMM-PAM: a genetic multilevel multicategory perceptron associative memory
CSC '90 Proceedings of the 1990 ACM annual conference on Cooperation
Optimal Partitioning for Classification and Regression Trees
IEEE Transactions on Pattern Analysis and Machine Intelligence
Optimized Feature Extraction and the Bayes Decision in Feed-Forward Classifier Networks
IEEE Transactions on Pattern Analysis and Machine Intelligence
Networks at work: a connectionist approach to non-deductive legal reasoning
ICAIL '91 Proceedings of the 3rd international conference on Artificial intelligence and law
A Statistical-Heuristic Feature Selection Criterion for Decision Tree Induction
IEEE Transactions on Pattern Analysis and Machine Intelligence
Neural network analysis of nondestructive evaluation patterns
SAC '92 Proceedings of the 1992 ACM/SIGAPP symposium on Applied computing: technological challenges of the 1990's
A Pattern Recognition Approach for Software Engineering Data Analysis
IEEE Transactions on Software Engineering - Special issue on software measurement principles, techniques, and environments
Formation of clusters and resolution of ordinal attributes in ID3 classification trees
SAC '92 Proceedings of the 1992 ACM/SIGAPP Symposium on Applied computing: technological challenges of the 1990's
The controlled experiment in knowledge-acquisition research
IBM Journal of Research and Development
Conceptual learning in database design
ACM Transactions on Information Systems (TOIS)
Original Contribution: Stacked generalization
Neural Networks
Relevance feedback and inference networks
SIGIR '93 Proceedings of the 16th annual international ACM SIGIR conference on Research and development in information retrieval
Effect of the x2 test on construction of ID3 decision trees
SAC '93 Proceedings of the 1993 ACM/SIGAPP symposium on Applied computing: states of the art and practice
Dynamic ID3: a symbolic learning algorithm for many-valued attribute domains
SAC '93 Proceedings of the 1993 ACM/SIGAPP symposium on Applied computing: states of the art and practice
Learning k&mgr; decision trees on the uniform distribution
COLT '93 Proceedings of the sixth annual conference on Computational learning theory
Mining association rules between sets of items in large databases
SIGMOD '93 Proceedings of the 1993 ACM SIGMOD international conference on Management of data
Experiments on multistrategy learning by meta-learning
CIKM '93 Proceedings of the second international conference on Information and knowledge management
Data mining of multidimensional remotely sensed images
CIKM '93 Proceedings of the second international conference on Information and knowledge management
Automated cataloging and analysis of sky survey image databases: the SKICAT system
CIKM '93 Proceedings of the second international conference on Information and knowledge management
CSC '93 Proceedings of the 1993 ACM conference on Computer science
IEEE Transactions on Software Engineering - Special issue on software reliability
Supervised Learning of Descriptions for Image Recognition Purposes
IEEE Transactions on Pattern Analysis and Machine Intelligence
Experience with a learning personal assistant
Communications of the ACM
Efficient top-down induction of logic programs
ACM SIGART Bulletin
Applications of inductive logic programming
ACM SIGART Bulletin
PODS '94 Proceedings of the thirteenth ACM SIGACT-SIGMOD-SIGART symposium on Principles of database systems
SIGCSE '94 Proceedings of the twenty-fifth SIGCSE symposium on Computer science education
Weakly learning DNF and characterizing statistical query learning using Fourier analysis
STOC '94 Proceedings of the twenty-sixth annual ACM symposium on Theory of computing
Expressing rhetorical relations in instructional text: a case study of the purpose relation
Computational Linguistics
The acquisition of stress: a data-oriented approach
Computational Linguistics - Special issue on computational phonology
A conceptual version of the K-means algorithm
Pattern Recognition Letters
An Active Testing Model for Tracking Roads in Satellite Images
IEEE Transactions on Pattern Analysis and Machine Intelligence
Mining knowledge at multiple concept levels
CIKM '95 Proceedings of the fourth international conference on Information and knowledge management
An effective hash-based algorithm for mining association rules
SIGMOD '95 Proceedings of the 1995 ACM SIGMOD international conference on Management of data
On learning from noisy and incomplete examples
COLT '95 Proceedings of the eighth annual conference on Computational learning theory
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
Exploring the Power of Genetic Search in Learning Symbolic Classifiers
IEEE Transactions on Pattern Analysis and Machine Intelligence
On the Accuracy of Meta-learning for Scalable Data Mining
Journal of Intelligent Information Systems
Computing Optimal Attribute Weight Settings for Nearest NeighborAlgorithms
Artificial Intelligence Review - Special issue on lazy learning
Artificial Intelligence Review - Special issue on lazy learning
Learning bias and phonological-rule induction
Computational Linguistics
System design and evaluation using discrete event simulation with artificial intelligence
WSC '93 Proceedings of the 25th conference on Winter simulation
Do-I-Care: a collaborative Web agent
Conference Companion on Human Factors in Computing Systems
Modeling and managing risk early in software development
ICSE '93 Proceedings of the 15th international conference on Software Engineering
Analysis of rule sets generated by the CN2, ID3, and multiple convergence symbolic learning methods
CSC '95 Proceedings of the 1995 ACM 23rd annual conference on Computer science
Software testing: a machine learning experiment
CSC '95 Proceedings of the 1995 ACM 23rd annual conference on Computer science
Learning and Revising User Profiles: The Identification ofInteresting Web Sites
Machine Learning - Special issue on multistrategy learning
Knowledge discovery in the Split Up project
Proceedings of the 6th international conference on Artificial intelligence and law
The effectiveness of machine learning techniques for predicting time to case disposition
Proceedings of the 6th international conference on Artificial intelligence and law
Machine Learning - Special issue on inductive transfer
Shape quantization and recognition with randomized trees
Neural Computation
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
Gamut: demonstrating whole applications
Proceedings of the 10th annual ACM symposium on User interface software and technology
Space-efficient implementation of nested parallelism
PPOPP '97 Proceedings of the sixth ACM SIGPLAN symposium on Principles and practice of parallel programming
Proactive password checking with decision trees
Proceedings of the 4th ACM conference on Computer and communications security
Evaluating triggers using decision trees
CIKM '97 Proceedings of the sixth international conference on Information and knowledge management
Mining association rules with adjustable accuracy
CIKM '97 Proceedings of the sixth international conference on Information and knowledge management
DNA visual and analytic data mining
VIS '97 Proceedings of the 8th conference on Visualization '97
Building applications using only demonstration
IUI '98 Proceedings of the 3rd international conference on Intelligent user interfaces
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
Learning Recognition and Segmentation Using the Cresceptron
International Journal of Computer Vision
Increasing agent autonomy in dynamic environments
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
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
High dictionary compression for proactive password checking
ACM Transactions on Information and System Security (TISSEC)
Learning investment functions for controlling the utility of control knowledge
AAAI '98/IAAI '98 Proceedings of the fifteenth national/tenth conference on Artificial intelligence/Innovative applications of artificial intelligence
Learning to predict user operations for adaptive scheduling
AAAI '98/IAAI '98 Proceedings of the fifteenth national/tenth conference on Artificial intelligence/Innovative applications of artificial intelligence
Tree based discretization for continuous state space reinforcement learning
AAAI '98/IAAI '98 Proceedings of the fifteenth national/tenth conference on Artificial intelligence/Innovative applications of artificial intelligence
Rapid Concept Learning for Mobile Robots
Machine Learning - Special issue on learning in autonomous robots
Learning Dextrous Manipulation Skills for MultifingeredRobot Hands Using the Evolution Strategy
Machine Learning - Special issue on learning in autonomous robots
Hierarchical Discriminant Analysis for Image Retrieval
IEEE Transactions on Pattern Analysis and Machine Intelligence
Getting more out of programming-by-demonstration
Proceedings of the SIGCHI conference on Human Factors in Computing Systems
BOAT—optimistic decision tree construction
SIGMOD '99 Proceedings of the 1999 ACM SIGMOD international conference on Management of data
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
Scalable algorithms for mining large databases
KDD '99 Tutorial notes 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
Space-efficient scheduling of nested parallelism
ACM Transactions on Programming Languages and Systems (TOPLAS)
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
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
Rule-based machine learning of spatial data concepts
SAC '95 Proceedings of the 1995 ACM symposium on Applied computing
intelligence
Incremental conceptual clustering from existing databases
CSC '87 Proceedings of the 15th annual conference on Computer Science
Adaptation in automated user-interface design
Proceedings of the 5th international conference on Intelligent user interfaces
A perceptual assistant to do sound equalization
Proceedings of the 5th international conference on Intelligent user interfaces
Representational effects in a simple classifier system
SAC '94 Proceedings of the 1994 ACM symposium on Applied computing
Using the ID3 symbolic classification algorithm to reduce data density
SAC '94 Proceedings of the 1994 ACM symposium on Applied computing
Application of Boolean expression minimization to learning via hierarchical generalization
SAC '94 Proceedings of the 1994 ACM symposium on Applied computing
Globally Optimal Fuzzy Decision Trees for Classification and Regression
IEEE Transactions on Pattern Analysis and Machine Intelligence
Machine learning in the liberal arts curriculum
Proceedings of the thirty-first SIGCSE technical symposium on Computer science education
General and Efficient Multisplitting of Numerical Attributes
Machine Learning
PODS '00 Proceedings of the nineteenth ACM SIGMOD-SIGACT-SIGART symposium on Principles of database systems
Learning functions represented as multiplicity automata
Journal of the ACM (JACM)
The Art of Building Decision Trees
Journal of Medical Systems
Machine Learning - Special issue on multistrategy learning
Effective and Efficient Knowledge Base Refinement
Machine Learning
Dynamic power management using adaptive learning tree
ICCAD '99 Proceedings of the 1999 IEEE/ACM international conference on Computer-aided design
A Framework for Collaborative, Content-Based and Demographic Filtering
Artificial Intelligence Review - Special issue on data mining on the Internet
Multiple Comparisons in Induction Algorithms
Machine Learning
An Adjustable Description Quality Measure for Pattern Discovery Usingthe AQ Methodology
Journal of Intelligent Information Systems - Special issue on methodologies for intelligent information systems
A Machine Learning Approach to POS Tagging
Machine Learning
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
A framework for specifying explicit bias for revision of approximate information extraction rules
Proceedings of the sixth ACM SIGKDD international conference on Knowledge discovery and data mining
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
ACM Transactions on Mathematical Software (TOMS) - Special issue in honor of John Rice's 65th birthday
IRAL '00 Proceedings of the fifth international workshop on on Information retrieval with Asian languages
An Evaluation of Statistical Approaches to Text Categorization
Information Retrieval
Note on generalization in experimental algorithmics
ACM Transactions on Mathematical Software (TOMS)
DNA segmentation as a model selection process
RECOMB '01 Proceedings of the fifth annual international conference on Computational biology
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
Customer Retention via Data Mining
Artificial Intelligence Review - Issues on the application of data mining
Collaborative multiagent learning for classification tasks
Proceedings of the fifth international conference on Autonomous agents
Data Mining with optimized two-dimensional association rules
ACM Transactions on Database Systems (TODS)
Outlier finding: focusing user attention on possible errors
Proceedings of the 14th annual ACM symposium on User interface software and technology
SQL database primitives for decision tree classifiers
Proceedings of the tenth international conference on Information and knowledge management
MobiMine: monitoring the stock market from a PDA
ACM SIGKDD Explorations Newsletter
ACM SIGKDD Explorations Newsletter
Pthreads for dynamic and irregular parallelism
SC '98 Proceedings of the 1998 ACM/IEEE conference on Supercomputing
A Framework for Method-Specific Knowledge Compilation from Databases
Journal of Intelligent Information Systems
Hole analysis for functional coverage data
Proceedings of the 39th annual Design Automation Conference
The AGILO autonomous robot soccer team: computational principles, experiences, and perspectives
Proceedings of the first international joint conference on Autonomous agents and multiagent systems: part 2
ADC '01 Proceedings of the 12th Australasian database conference
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
Colour space mining for industrial monitoring
Data mining for design and manufacturing
Non-traditional applications of data mining
Data mining for design and manufacturing
Method-specific knowledge compilation
Data mining for design and manufacturing
Decision lists and related Boolean functions
Theoretical Computer Science
Decision tree approximations of Boolean functions
Theoretical Computer Science
Relational Data Mining
How to upgrade propositional learners to first order logic: case study
Relational Data Mining
Relational reinforcement learning
Mutli-agents systems and applications
Learning missing values from summary constraints
ACM SIGKDD Explorations Newsletter
A Survey on Case-Based Planning
Artificial Intelligence Review
Deriving models of software fault-proneness
SEKE '02 Proceedings of the 14th international conference on Software engineering and knowledge engineering
A proposal for using continuous attributes in classification trees
SEKE '02 Proceedings of the 14th international conference on Software engineering and knowledge engineering
Database compression with data mining methods
Information organization and databases
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
Interactive methods for taxonomy editing and validation
Proceedings of the eleventh international conference on Information and knowledge management
Linear-Time Preprocessing in Optimal Numerical Range Partitioning
Journal of Intelligent Information Systems - Special issue: A survey of research questions for intelligent information systems in education
Knowledge Based Supervised Fuzzy-Classification: An Application to Image Processing
Annals of Mathematics and Artificial Intelligence
Overcoming the Myopia of Inductive Learning Algorithms with RELIEFF
Applied Intelligence
A Case-Based Model that Integrates Specificand General Knowledge in Reasoning
Applied Intelligence
Concept Formation in WWTP by Means of Classification Techniques: ACompared Study
Applied Intelligence
A Recency Inference Engine for Connectionist Knowledge Bases
Applied Intelligence
Applied Intelligence
A Hybrid Architecture for Situated Learning of Reactive Sequential Decision Making
Applied Intelligence
The Connectionist Inductive Learning and Logic Programming System
Applied Intelligence
Characteristic Rule Discovery in Aurum-3
Applied Intelligence
Conversational Case-Based Reasoning
Applied Intelligence
Interactive Case-Based Reasoning in Sequential Diagnosis
Applied Intelligence
Machine Learning on the Basis of Formal Concept Analysis
Automation and Remote Control
Rapid Concept Learning for Mobile Robots
Autonomous Robots
Enterprise Modeling and Decision-Support for Automating the Business Rules Lifecycle
Automated Software Engineering
Automatic Construction of Decision Trees from Data: A Multi-Disciplinary Survey
Data Mining and Knowledge Discovery
Discovery of frequent DATALOG patterns
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
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
High-Performance Commercial Data Mining: A Multistrategy Machine Learning Application
Data Mining and Knowledge Discovery
Discretization: An Enabling Technique
Data Mining and Knowledge Discovery
Controlling Overfitting in Classification-Tree Models ofSoftware Quality
Empirical Software Engineering
Uncertain Classification of Fault-Prone Software Modules
Empirical Software Engineering
Balancing Misclassification Rates in Classification-TreeModels of Software Quality
Empirical Software Engineering
A Soft Computing Approach to Road Classification
Journal of Intelligent and Robotic Systems
Inferring an ELECTRE TRI Model from Assignment Examples
Journal of Global Optimization
Learning Concepts by Arranging Appropriate Training Order
Minds and Machines
Predictive Statistical Models for User Modeling
User Modeling and User-Adapted Interaction
User Modeling for Adaptive News Access
User Modeling and User-Adapted Interaction
Applying classification algorithms in practice
Statistics and Computing
A fast splitting procedure for classification trees
Statistics and Computing
Hierarchical priors for Bayesian CART shrinkage
Statistics and Computing
User Modeling for Personalized City Tours
Artificial Intelligence Review
Relational Reinforcement Learning
Machine Learning
Structural Modelling with Sparse Kernels
Machine Learning
A reformulation of entropy in the presence of indistinguishability operators
Fuzzy Sets and Systems
Proceedings of the 8th international conference on Intelligent user interfaces
Artificial Intelligence Review
Acquiring Customers' Requirementsin Electronic Commerce
Artificial Intelligence Review
Automating extraction of logical domains in a web site
Data & Knowledge Engineering
A new classification method to overcome over-branching
Journal of Computer Science and Technology
Rough Sets and Multivariate Statistical Classification: A Simulation Study
Computational Economics
Fuzzy Inductive Learning Strategies
Applied Intelligence
Approximation quality for sorting rules
Computational Statistics & Data Analysis
Evaluating Training Data Suitability for Decision Tree Induction
Journal of Medical Systems
Generating Decision Trees from Otoneurological Data with a Variable Grouping Method
Journal of Medical Systems
Decision Trees: An Overview and Their Use in Medicine
Journal of Medical Systems
Performing Effective Fault Isolation in Integrated Diagnostics
IEEE Design & Test
Growing and Pruning Neural Tree Networks
IEEE Transactions on Computers
An Information Theoretic Approach to Rule Induction from Databases
IEEE Transactions on Knowledge and Data Engineering
IEEE Transactions on Knowledge and Data Engineering
Constructing Efficient Belief Network Structures With Expert Provided Information
IEEE Transactions on Knowledge and Data Engineering
Data Mining: An Overview from a Database Perspective
IEEE Transactions on Knowledge and Data Engineering
An Efficient Inductive Learning Method for Object-Oriented Database Using Attribute Entropy
IEEE Transactions on Knowledge and Data Engineering
Knowledge Conceptualization Tool
IEEE Transactions on Knowledge and Data Engineering
An Empirical Study of Domain Knowledge and Its Benefits to Substructure Discovery
IEEE Transactions on Knowledge and Data Engineering
Sequential Decision Models for Expert System Optimization
IEEE Transactions on Knowledge and Data Engineering
Using a Hash-Based Method with Transaction Trimming for Mining Association Rules
IEEE Transactions on Knowledge and Data Engineering
High-Order Pattern Discovery from Discrete-Valued Data
IEEE Transactions on Knowledge and Data Engineering
Efficient Data Mining for Path Traversal Patterns
IEEE Transactions on Knowledge and Data Engineering
Mobile Computing and Databases-A Survey
IEEE Transactions on Knowledge and Data Engineering
Induction By Attribute Elimination
IEEE Transactions on Knowledge and Data Engineering
Debiasing Training Data for Inductive Expert System Construction
IEEE Transactions on Knowledge and Data Engineering
IEEE Transactions on Knowledge and Data Engineering
Structural and Probabilistic Knowledge for Abductive Reasoning
IEEE Transactions on Pattern Analysis and Machine Intelligence
IEEE Transactions on Pattern Analysis and Machine Intelligence
Goal-Directed Classification Using Linear Machine Decision Trees
IEEE Transactions on Pattern Analysis and Machine Intelligence
Class-Dependent Discretization for Inductive Learning from Continuous and Mixed-Mode Data
IEEE Transactions on Pattern Analysis and Machine Intelligence
Occam Algorithms for Computing Visual Motion
IEEE Transactions on Pattern Analysis and Machine Intelligence
Expert Focus-Expert System Tools: The Next Generation
IEEE Expert: Intelligent Systems and Their Applications
Inductive Learning for Risk Classification
IEEE Expert: Intelligent Systems and Their Applications
Capturing Knowledge Through Top-Down Induction of Decision Trees
IEEE Expert: Intelligent Systems and Their Applications
Knowledge Acquisition from Structured Data: Using Determinate Literals to Assist Search
IEEE Expert: Intelligent Systems and Their Applications
Learning Control Strategies for Chemical Processes: A Distributed Approach
IEEE Expert: Intelligent Systems and Their Applications
Creating and Using Models for Engineering Design: A Machine-Learning Approach
IEEE Expert: Intelligent Systems and Their Applications
Applying Machine Learning to Semiconductor Manufacturing
IEEE Expert: Intelligent Systems and Their Applications
Extracting Knowledge from Diagnostic Databases
IEEE Expert: Intelligent Systems and Their Applications
Overcoming Process Delays with Decision Tree Induction
IEEE Expert: Intelligent Systems and Their Applications
Machine Learning Approaches to Gene Recognition
IEEE Expert: Intelligent Systems and Their Applications
Using AI for Counternarcotics: The Predictive Analysis System
IEEE Expert: Intelligent Systems and Their Applications
Tuning Numeric Parameters to Troubleshoot a Telephone-Network Loop
IEEE Expert: Intelligent Systems and Their Applications
Applying Knowledge Discovery to Predict Water-Supply Consumption
IEEE Expert: Intelligent Systems and Their Applications
Learning Approaches for Detecting and Tracking News Events
IEEE Intelligent Systems
The Data-Mining Industry Coming of Age
IEEE Intelligent Systems
INDED: A Distributed Knowledge-Based Learning System
IEEE Intelligent Systems
A novel feature extraction method and hybrid tree classification for handwritten numeral recognition
Pattern Recognition Letters
On the discovery of process models from their instances
Decision Support Systems
Knowledge discovery with second-order relations
Knowledge and Information Systems
On the quest for easy-to-understand splitting rules
Data & Knowledge Engineering
Rule extraction from decision trees with complex nominal data
Neural, Parallel & Scientific Computations
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
A design tool for camera-based interaction
Proceedings of the SIGCHI Conference on Human Factors in Computing Systems
ENIGMA: A System That Learns Diagnostic Knowledge
IEEE Transactions on Knowledge and Data Engineering
Systems for Knowledge Discovery in Databases
IEEE Transactions on Knowledge and Data Engineering
Database Mining: A Performance Perspective
IEEE Transactions on Knowledge and Data Engineering
Abstract-Driven Pattern Discovery in Databases
IEEE Transactions on Knowledge and Data Engineering
Inductive Learning in Deductive Databases
IEEE Transactions on Knowledge and Data Engineering
A Framework for Knowledge Discovery and Evolution in Databases
IEEE Transactions on Knowledge and Data Engineering
Induction of Rules Subject to a Quality Constraint: Probabilistic Inductive Learning
IEEE Transactions on Knowledge and Data Engineering
Analysis and synthesis of agents that learn from distributed dynamic data sources
Emergent neural computational architectures based on neuroscience
Consensus Decision Trees: Using Consensus Hierarchical Clustering for Data Relabelling and Reduction
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
A Unified Framework for Evaluation Metrics in Classification Using Decision Trees
EMCL '01 Proceedings of the 12th European Conference on Machine Learning
Managing Reference: Ensuring Referential Integrity of Ontologies for the Semantic Web
EKAW '02 Proceedings of the 13th International Conference on Knowledge Engineering and Knowledge Management. Ontologies and the Semantic Web
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
Parallel Incremental 2D-Discretization on Dynamic Datasets
IPDPS '02 Proceedings of the 16th International Parallel and Distributed Processing Symposium
The Parallelization of a Knowledge Discovery System with Hypergraph Representation
IPDPS '00 Proceedings of the 15 IPDPS 2000 Workshops on Parallel and Distributed Processing
Proceedings of the Joint JSAI 2001 Workshop on New Frontiers in Artificial Intelligence
A Comparison between Neural Networks and Decision Trees
MLDM '99 Proceedings of the First International Workshop on Machine Learning and Data Mining in Pattern Recognition
Towards Automatic Domain Knowledge Extraction for Evolutionary Heuristics
PPSN VI Proceedings of the 6th International Conference on Parallel Problem Solving from Nature
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
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
Interestingness in Attribute-Oriented Induction (AOI): Multiple-Level Rule Generation
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
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
Rule Induction for Classification of Gene Expression Array Data
PKDD '02 Proceedings of the 6th European Conference on Principles of Data Mining and Knowledge Discovery
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
RainForest - A Framework for Fast Decision Tree Construction of Large Datasets
VLDB '98 Proceedings of the 24rd International Conference on Very Large Data Bases
The 3W Model and Algebra for Unified Data Mining
VLDB '00 Proceedings of the 26th International Conference on Very Large Data Bases
An Interval Classifier for Database Mining Applications
VLDB '92 Proceedings of the 18th International Conference on Very Large Data Bases
Querying in Highly Mobile Distributed Environments
VLDB '92 Proceedings of the 18th International Conference on Very Large Data Bases
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
Using the Dual of Proximity Graphs for Binary Decision Tree Design
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
A Rough Set-Aided System for Sorting WWW Bookmarks
WI '01 Proceedings of the First Asia-Pacific Conference on Web Intelligence: Research and Development
An Integrated Classification Rule Management System for Data Mining
WAIM '01 Proceedings of the Second International Conference on Advances in Web-Age Information Management
Lazy Learning Algorithms for Problems with Many Binary Features and Classes
IBERAMIA '98 Proceedings of the 6th Ibero-American Conference on AI: Progress in Artificial Intelligence
GD: A Measure Based on Information Theory for Attribute Selection
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
Sequential Diagnosis in the Independence Bayesian Framework
Soft-Ware 2002 Proceedings of the First International Conference on Computing in an Imperfect World
Adaptive User Modelling in an Intelligent Telephone Assistant
Soft-Ware 2002 Proceedings of the First International Conference on Computing in an Imperfect World
Emerging Patterns and Classification
ASIAN '00 Proceedings of the 6th Asian Computing Science Conference on Advances in Computing Science
Machine Learning Inspired Approaches to Combine Standard Medical Measures at an Intensive Care Unit
AIMDM '99 Proceedings of the Joint European Conference on Artificial Intelligence in Medicine and Medical Decision Making
Machine Learning for Survival Analysis: A Case Study on Recurrence of Prostate Cancer
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
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
Recognition of Common Areas in a Web Page Using a Visualization Approach
AIMSA '02 Proceedings of the 10th International Conference on Artificial Intelligence: Methodology, Systems, and Applications
A Neural Networks Based Approach for Fast Mining Characteristic Rules
AI '99 Proceedings of the 12th Australian Joint Conference on Artificial Intelligence: Advanced Topics in Artificial Intelligence
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
A Hybrid Technique for Data Mining on Balance-Sheet Data
DaWaK 2000 Proceedings of the Second International Conference on Data Warehousing and Knowledge Discovery
Decision Trees for Probabilistic Data
DaWaK 2000 Proceedings of the Second International Conference on Data Warehousing and Knowledge Discovery
Modeling and Imputation of Large Incomplete Multidimensional Datasets
DaWaK 2000 Proceedings of the 4th International Conference on Data Warehousing and Knowledge Discovery
Relational Reinforcement Learning
EASSS '01 Selected Tutorial Papers from the 9th ECCAI Advanced Course ACAI 2001 and Agent Link's 3rd European Agent Systems Summer School on Multi-Agent Systems and Applications
FAABS '00 Proceedings of the First International Workshop on Formal Approaches to Agent-Based Systems-Revised Papers
Making Decision Trees More Accurate by Losing Information
FoIKS '00 Proceedings of the First International Symposium on Foundations of Information and Knowledge Systems
Activating Case-Based Reasoning with Active Databases
EWCBR '00 Proceedings of the 5th European Workshop on Advances in Case-Based Reasoning
Maintaining Case-Based Reasoning Systems Using Fuzzy Decision Trees
EWCBR '00 Proceedings of the 5th European Workshop on Advances in Case-Based Reasoning
Comparison-Based Recommendation
ECCBR '02 Proceedings of the 6th European Conference on Advances in Case-Based Reasoning
Learning to Adapt for Case-Based Design
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
A Fuzzy System for Fetal Heart Rate Assessment
Proceedings of the 6th International Conference on Computational Intelligence, Theory and Applications: Fuzzy Days
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
Activating CBR Systems Through Autonomous Information Gathering
ICCBR '99 Proceedings of the Third International Conference on Case-Based Reasoning and Development
Precision and Recall in Interactive Case-Based Reasoning
ICCBR '01 Proceedings of the 4th International Conference on Case-Based Reasoning: Case-Based Reasoning Research and Development
Sequential Instance-Based Learning for Planning in the Context of an Imperfect Information Game
ICCBR '01 Proceedings of the 4th International Conference on Case-Based Reasoning: Case-Based Reasoning Research and Development
Prototype of an Intelligent Failure Analysis System
ICCBR '01 Proceedings of the 4th International Conference on Case-Based Reasoning: Case-Based Reasoning Research and Development
Case-Based Reasoning in Course Timetabling: An Attribute Graph Approach
ICCBR '01 Proceedings of the 4th International Conference on Case-Based Reasoning: Case-Based Reasoning Research and Development
Texture Based Look-Ahead for Decision-Tree Induction
ICAPR '01 Proceedings of the Second International Conference on Advances in Pattern Recognition
Preventing Overfitting in Learning Text Patterns for Document Categorization
ICAPR '01 Proceedings of the Second International Conference on Advances in Pattern Recognition
Instance-Based Method to Extract Rules from Neural Networks
ICANN '01 Proceedings of the International Conference on Artificial Neural Networks
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 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
Decision Tree Based Clustering
IDEAL '02 Proceedings of the Third International Conference on Intelligent Data Engineering and Automated Learning
Finding Essential Attributes in Binary Data
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
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
On the Complexity of Optimal Multisplitting
ISMIS '00 Proceedings of the 12th 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
Decision Tree Modeling with Relational Views
ISMIS '02 Proceedings of the 13th International Symposium on Foundations of Intelligent Systems
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
Hierarchical Clustering of Female Urinary Incontinence - Data Having Noise and Outliers
ISMDA '01 Proceedings of the Second International Symposium on Medical Data Analysis
The Analysis of Hospital Episodes
ISMDA '01 Proceedings of the Second International Symposium on Medical Data Analysis
Reduced Support Vector Selection by Linear Programs
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
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
Classificaiton of HEp-2 Cells Using Fluorescent Image Analysis and Data Mining
ISMDA '01 Proceedings of the Second International Symposium on Medical Data Analysis
Soft Techniques to Data Mining
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
Anytime Algorithm for Feature Selection
RSCTC '00 Revised Papers from the Second International Conference on Rough Sets and Current Trends in Computing
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
BRRA: A Based Relevant Rectangles Algorithm for Mining Relationships in Databases
PAKDD '99 Proceedings of the Third Pacific-Asia Conference on Methodologies for Knowledge Discovery and Data Mining
An Analysis of Quantitative Measures Associated with Rules
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
Variable Consistency Monotonic Decision Trees
TSCTC '02 Proceedings of the Third International Conference on Rough Sets and Current Trends in Computing
On Information-Theoretic Measures of Attribute Importance
PAKDD '99 Proceedings of the Third Pacific-Asia Conference on Methodologies for Knowledge Discovery and Data Mining
Data Mining Techniques for Associations, Clustering and Classification
PAKDD '99 Proceedings of the Third Pacific-Asia Conference on Methodologies for Knowledge Discovery and Data Mining
Discovering Conceptual Differences among Different People via Diverse Structures
PAKDD '99 Proceedings of the Third Pacific-Asia Conference on Methodologies for Knowledge Discovery and Data Mining
Ordered Estimation of Missing Values
PAKDD '99 Proceedings of the Third Pacific-Asia Conference on Methodologies for Knowledge Discovery and Data Mining
Extracting Predictors of Corporate Bankruptcy: Empirical Study on Data Mining Methods
PADKK '00 Proceedings of the 4th Pacific-Asia Conference on Knowledge Discovery and Data Mining, Current Issues and New Applications
Extension of Graph-Based Induction for General Graph Structured Data
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
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
Hierarchical Classification of Documents with Error Control
PAKDD '01 Proceedings of the 5th Pacific-Asia Conference on Knowledge Discovery and Data Mining
Feature Selection for Meta-learning
PAKDD '01 Proceedings of the 5th Pacific-Asia Conference on Knowledge Discovery and Data Mining
A Function-Based Classifier Learning Scheme Using Genetic Programming
PAKDD '02 Proceedings of the 6th Pacific-Asia Conference on Advances in Knowledge Discovery and Data Mining
Cluster-Based Algorithms for Dealing with Missing Values
PAKDD '02 Proceedings of the 6th Pacific-Asia Conference on Advances in Knowledge Discovery and Data Mining
Planning and Executing Joint Navigation Tasks in Autonomous Robot Soccer
RoboCup 2001: Robot Soccer World Cup V
RoboCup 2001: Robot Soccer World Cup V
RoboCup 2001: Robot Soccer World Cup V
Learning Fingerprints for a Database Intrusion Detection System
ESORICS '02 Proceedings of the 7th European Symposium on Research in Computer Security
Text-Based Approaches for the Categorization of Images
ECDL '99 Proceedings of the Third European Conference on Research and Advanced Technology for Digital Libraries
Learning Collective Behaviour from Local Interactions
CEEMAS '01 Revised Papers from the Second International Workshop of Central and Eastern Europe on Multi-Agent Systems: From Theory to Practice in Multi-Agent Systems
Data Mining and Personalization Technologies
DASFAA '99 Proceedings of the Sixth International Conference on Database Systems for Advanced Applications
Mining Exception Instances to Facilitate Workflow Exception Handling
DASFAA '99 Proceedings of the Sixth International Conference on Database Systems for Advanced Applications
Privacy Preserving Data Mining
CRYPTO '00 Proceedings of the 20th Annual International Cryptology Conference on Advances in Cryptology
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
Automatic Lexical Stress Assignment of Unknown Words for Highly Inflected Slovenian Language
TSD '02 Proceedings of the 5th International Conference on Text, Speech and Dialogue
Ensemble of Classifiers for Noise Detection in PoS Tagged Corpora
TDS '00 Proceedings of the Third International Workshop on Text, Speech and Dialogue
The Feasibility of Machine Learning for Query Answering - An Experiment in Two Domains
AICS '02 Proceedings of the 13th Irish International Conference on Artificial Intelligence and Cognitive Science
Analysis and Synthesis of Agents That Learn from Distributed Dynamic Data Sources
Emergent Neural Computational Architectures Based on Neuroscience - Towards Neuroscience-Inspired Computing
Unsupervised Learning of Probabilistic Concept Hierarchies
Machine Learning and Its Applications, Advanced Lectures
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
Learning Patterns in Noisy Data: The AQ Approach
Machine Learning and Its Applications, Advanced Lectures
Relational Learning with Transfer of Knowledge Between Domains
AI '00 Proceedings of the 13th Biennial Conference of the Canadian Society on Computational Studies of Intelligence: Advances in Artificial Intelligence
Keep It Simple: A Case-Base Maintenance Policy Based on Clustering and Information Theory
AI '00 Proceedings of the 13th Biennial Conference of the Canadian Society on Computational Studies of Intelligence: Advances in Artificial Intelligence
AI '01 Proceedings of the 14th Biennial Conference of the Canadian Society on Computational Studies of Intelligence: Advances in Artificial Intelligence
Backwarding: An Overfitting Control for Genetic Programming in a Remote Sensing Application
Selected Papers from the 5th European Conference on Artificial Evolution
Distributed Decision Making in Checkers
CG '98 Proceedings of the First International Conference on Computers and Games
Tracking Changing User Interests through Prior-Learning of Context
AH '02 Proceedings of the Second International Conference on Adaptive Hypermedia and Adaptive Web-Based Systems
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
ALT '00 Proceedings of the 11th International Conference on Algorithmic Learning Theory
ALT '01 Proceedings of the 12th International Conference on Algorithmic Learning Theory
Classification with Intersecting Rules
ALT '02 Proceedings of the 13th International Conference on Algorithmic Learning Theory
Mining Patterns from Structured Data by Beam-Wise Graph-Based Induction
DS '02 Proceedings of the 5th International Conference on Discovery Science
DS '02 Proceedings of the 5th International Conference on Discovery Science
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
Discovering Conceptual Differences among People from Cases
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
Toward Genomic Hypothesis Creator: View Designer for Discovery
DS '98 Proceedings of the First International Conference on Discovery Science
The Discovery of Rules from Brain Images
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
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
Designing Views in HypothesisCreator: System for Assisting in Discovery
DS '99 Proceedings of the Second International Conference on Discovery Science
DS '99 Proceedings of the Second International Conference on Discovery Science
Knowledge Discovery from fMRI Brain Images by Logical Regression Analysis
DS '00 Proceedings of the Third International Conference on Discovery Science
DS '00 Proceedings of the Third International Conference on Discovery Science
A Practical Algorithm to Find the Best Subsequence Patterns
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
Rule Discovery from fMRI Brain Images by Logical Regression Analysis
Progress in Discovery Science, Final Report of the Japanese Discovery Science Project
VML: A View Modeling Language for Computational Knowledge Discovery
DS '01 Proceedings of the 4th International Conference on Discovery Science
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
Sequential Control Logic Inferring Method from Observed Plant I/O Data
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
The Biases of Decision Tree Pruning Strategies
IDA '99 Proceedings of the Third International Symposium on Advances in Intelligent Data Analysis
Data-Driven Theory Refinement Using KBDistAl
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
Using Multiattribute Prediction Suffix Graphs for Spanish Part-of-Speech Tagging
IDA '01 Proceedings of the 4th International Conference on Advances in Intelligent Data Analysis
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
Boosted Tree Ensembles for Solving Multiclass Problems
MCS '02 Proceedings of the Third International Workshop on Multiple Classifier Systems
Diversity between Neural Networks and Decision Trees for Building Multiple Classifier Systems
MCS '00 Proceedings of the First International Workshop on Multiple Classifier Systems
Knowledge Acquisition System to Support Low Vision Consultation
AIME '01 Proceedings of the 8th Conference on AI in Medicine in Europe: Artificial Intelligence Medicine
Components for Case-Based Reasoning Systems
CCIA '02 Proceedings of the 5th Catalonian Conference on AI: Topics in Artificial Intelligence
Image Retrieval System Based on Machine Learning and Using Color Features
CAIP '99 Proceedings of the 8th International Conference on Computer Analysis of Images and Patterns
Attribute Metadata for Relational OLAP and Data Mining
DBPL '01 Revised Papers from the 8th International Workshop on Database Programming Languages
DEXA '01 Proceedings of the 12th International Conference on Database and Expert Systems Applications
An Empirical Comparison of Pruning Methods for Ensemble Classifiers
IDA '01 Proceedings of the 4th International Conference on Advances in Intelligent Data Analysis
IPDPS '01 Proceedings of the 15th International Parallel & Distributed Processing Symposium
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
Using the Apriori Algorithm to Improve Rough Sets Results
RSCTC '00 Revised Papers from the Second International Conference on Rough Sets and Current Trends in Computing
Granular computing
Artificial intelligence for design
Formal engineering design synthesis
A practical algorithm to find the best subsequence patterns
Theoretical Computer Science
Information Processing and Management: an International Journal
A hierarchical access control model for video database systems
ACM Transactions on Information Systems (TOIS)
Fuzzy classification trees for data analysis
Fuzzy Sets and Systems
Feature subset selection using a new definition of classifiability
Pattern Recognition Letters
A computational algorithm for handling the special uniques problem
International Journal of Uncertainty, Fuzziness and Knowledge-Based Systems
Privacy preserving mining of association rules
Proceedings of the eighth ACM SIGKDD international conference on Knowledge discovery and data mining
Transforming data to satisfy privacy constraints
Proceedings of the eighth ACM SIGKDD international conference on Knowledge discovery and data mining
Instability of decision tree classification algorithms
Proceedings of the eighth ACM SIGKDD international conference on Knowledge discovery and data mining
B-EM: a classifier incorporating bootstrap with EM approach for data mining
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
Multidisciplinary contributions to knowledge discovery
Handbook of data mining and knowledge discovery
Types and forms of knowledge (patterns): decision trees
Handbook of data mining and knowledge discovery
Data reduction: feature aggregation
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: scalability
Handbook of data mining and knowledge discovery
Task and method selection: selection of data mining methods for tasks C5.1--C5.8
Handbook of data mining and knowledge discovery
Case studies: Public domain, multiple mining tasks systems: MLC++
Handbook of data mining and knowledge discovery
Industry: automated search for diagnostic knowledge on rotating machinery
Handbook of data mining and knowledge discovery
Connectionist and evolutionary models for learning, discovering and forecasting software effort
Managing data mining technologies in organizations
Data mining, rough sets and granular computing
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)
Using machine learning for outcome prediction of patients with severe head injury
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)
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
Document classification via structure synopses
ADC '03 Proceedings of the 14th Australasian database conference - Volume 17
Relevance Feedback Techniques for Color-based Image Retrieval
MMM '98 Proceedings of the 1998 Conference on MultiMedia Modeling
Knowledge discovery in databases: 10 years after
ACM SIGKDD Explorations Newsletter
Controlled Flux Results in Stable Decision Trees
ICTAI '99 Proceedings of the 11th IEEE International Conference on Tools with Artificial Intelligence
HOT: Heuristics for Oblique Trees
ICTAI '99 Proceedings of the 11th IEEE International Conference on Tools with Artificial Intelligence
Learning at the crossroads of biology and computation
INBS '95 Proceedings of the First International Symposium on Intelligence in Neural and Biological Systems (INBS'95)
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)
Testing Nondeterminate Systems
ISSRE '00 Proceedings of the 11th International Symposium on Software Reliability Engineering
Finding Essential Attributes from Binary Data
Annals of Mathematics and Artificial Intelligence
Multilevel data summarization from information systems: a "rule + exception" approach
AI Communications - Special issue on Artificial intelligence advances in China
Learning to form dynamic committees
AAMAS '03 Proceedings of the second international joint conference on Autonomous agents and multiagent systems
A comparative assessment of classification methods
Decision Support Systems
Computational science, mathematics and software
Intelligent data analysis
Human-Centered Processes: Individual and Distributed Decision Support
IEEE Intelligent Systems
Theoretical and Empirical Analysis of ReliefF and RReliefF
Machine Learning
Online Ensemble Learning: An Empirical Study
Machine Learning
A complete fuzzy decision tree technique
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
Identifying and Handling Mislabelled Instances
Journal of Intelligent Information Systems
Relational concept learning by cooperative evolution
Journal of Experimental Algorithmics (JEA)
Efficient algorithms for decision tree cross-validation
The Journal of Machine Learning Research
Bottom-up relational learning of pattern matching rules for information extraction
The Journal of Machine Learning Research
Relational learning as search in a critical region
The Journal of Machine Learning Research
Data Mining for Generating Predictive Models of Local Hydrology
Applied Intelligence
Learning from Cluster Examples
Machine Learning
SPIDA — A Novel Data Analysis Tool
BT Technology Journal
Identifying Markov Blankets with Decision Tree Induction
ICDM '03 Proceedings of the Third IEEE International Conference on Data Mining
Supervised term weighting for automated text categorization
Proceedings of the 2003 ACM symposium on Applied computing
Domain-Specific Web Search with Keyword Spices
IEEE Transactions on Knowledge and Data Engineering
Predicting Corporate Acquisitions: An Application of Uncertain Reasoning Using Rule Induction
Information Systems Frontiers
Golden Path Analyzer: using divide-and-conquer to cluster Web clickstreams
Proceedings of the ninth ACM SIGKDD international conference on Knowledge discovery and data mining
Large vocabulary sign language recognition based on hierarchical decision trees
Proceedings of the 5th international conference on Multimodal interfaces
A fuzzy approach to classification of text documents
Journal of Computer Science and Technology
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
Speedup learning for repair-based search by identifying redundant steps
The Journal of Machine Learning Research
DeEPs: A New Instance-Based Lazy Discovery and Classification System
Machine Learning
Evolutionary local search of fuzzy rules through a novel neuro-fuzzy encoding method
Evolutionary Computation
Learning rules for odour recognition in an electronic nose
International Journal of Uncertainty, Fuzziness and Knowledge-Based Systems
Artificial Intelligence for Engineering Design, Analysis and Manufacturing
Robust Real-Time Face Detection
International Journal of Computer Vision
On utility of inductive learning in multiobjective robust design
Artificial Intelligence for Engineering Design, Analysis and Manufacturing
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
Shape Understanding: Knowledge Generation and Learning
IEEE Transactions on Knowledge and Data Engineering
Incremental, Online, and Merge Mining of Partial Periodic Patterns in Time-Series Databases
IEEE Transactions on Knowledge and Data Engineering
Efficient Multisplitting Revisited: Optima-Preserving Elimination of Partition Candidates
Data Mining and Knowledge Discovery
Adaptive multilingual sentence boundary disambiguation
Computational Linguistics
Personalised hypermedia presentation techniques for improving online customer relationships
The Knowledge Engineering Review
Knowledge discovery and data mining in biological databases
The Knowledge Engineering Review
Knowledge maintenance: the state of the art
The Knowledge Engineering Review
Grid resource management
The Knowledge Engineering Review
Simplifying decision trees: A survey
The Knowledge Engineering Review
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
Data-oriented methods for grapheme-to-phoneme conversion
EACL '93 Proceedings of the sixth conference on European chapter of the Association for Computational Linguistics
POS disambiguation and unknown word guessing with decision trees
EACL '99 Proceedings of the ninth conference on European chapter of the Association for Computational Linguistics
Parameter Tuning for Induction-Algorithm-Oriented Feature Elimination
IEEE Intelligent Systems
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
A trainable rule-based algorithm for word segmentation
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
Learning parse and translation decisions from examples with rich context
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 procedure for multi-class discrimination and some linguistic applications
COLING '98 Proceedings of the 17th international conference on Computational linguistics - Volume 2
A quantitative evaluation of linguistic tests for the automatic prediction of semantic markedness
ACL '95 Proceedings of the 33rd annual meeting on Association for Computational Linguistics
Generating precondition expressions in instructional text
ACL '94 Proceedings of the 32nd annual meeting on Association for Computational Linguistics
Grammar specialization through entropy thresholds
ACL '94 Proceedings of the 32nd annual meeting on Association for Computational Linguistics
A synopsis of learning to recognize names across languages
ACL '96 Proceedings of the 34th annual meeting on Association for Computational Linguistics
Discovery of temporal patterns from process instances
Computers in Industry - Special issue: Process/workflow mining
Event detection from online news documents for supporting environmental scanning
Decision Support Systems - Special issue: Knowledge management technique
Privacy preserving mining of association rules
Information Systems - Knowledge discovery and data mining (KDD 2002)
JRV: an interactive tool for data mining visualization
ACM-SE 42 Proceedings of the 42nd annual Southeast regional conference
Two methods for learning ALT-J/E translation rules from examples and a semantic hierarchy
COLING '94 Proceedings of the 15th conference on Computational linguistics - Volume 1
Learning to recognize names across languages
COLING '96 Proceedings of the 16th conference on Computational linguistics - Volume 1
COLING '96 Proceedings of the 16th conference on Computational linguistics - Volume 2
Decision trees using class hierarchy
Design and application of hybrid intelligent systems
Image Analysis and Classification of HEp-2 Cells in Fluorescent Images
ICPR '98 Proceedings of the 14th International Conference on Pattern Recognition-Volume 2 - Volume 2
Extreme re-balancing for SVMs: a case study
ACM SIGKDD Explorations Newsletter - Special issue on learning from imbalanced datasets
IEEE Transactions on Knowledge and Data Engineering
Privacy: A Machine Learning View
IEEE Transactions on Knowledge and Data Engineering
Lessons and Challenges from Mining Retail E-Commerce Data
Machine Learning
Margin based feature selection - theory and algorithms
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
Machine-Learning Techniques for Software Product Quality Assessment
QSIC '04 Proceedings of the Quality Software, Fourth International Conference
Data-Mining Synthesised Schedulers for Hard Real-Time Systems
Proceedings of the 19th IEEE international conference on Automated software engineering
Concept Learning of Text Documents
WI '04 Proceedings of the 2004 IEEE/WIC/ACM International Conference on Web Intelligence
Decision Support Systems - Special issue: Data mining for financial decision making
A Survey of Outlier Detection Methodologies
Artificial Intelligence Review
A framework for refining similarity queries using learning techniques
Proceedings of the thirteenth ACM international conference on Information and knowledge management
A Data Mining Approach for Retailing Bank Customer Attrition Analysis
Applied Intelligence
Building multi-way decision trees with numerical attributes
Information Sciences: an International Journal
Corpus-based linguistic indicators for aspectual classification
ACL '99 Proceedings of the 37th annual meeting of the Association for Computational Linguistics on Computational Linguistics
Memory-based morphological analysis
ACL '99 Proceedings of the 37th annual meeting of the Association for Computational Linguistics on Computational Linguistics
Class Noise vs. Attribute Noise: A Quantitative Study
Artificial Intelligence Review
Intelligent data entry assistant for XML using ensemble learning
Proceedings of the 10th international conference on Intelligent user interfaces
Discrete Applied Mathematics - Discrete mathematics & data mining (DM & DM)
A new hybrid case-based architecture for medical diagnosis
Information Sciences—Informatics and Computer Science: An International Journal
Randomized Variable Elimination
The Journal of Machine Learning Research
Architecture for knowledge discovery and knowledge management
Knowledge and Information Systems
Learning and Exploiting Relative Weaknesses of Opponent Agents
Autonomous Agents and Multi-Agent Systems
Automatic Development of an Abstract Context Model for an Intelligent Environment
PERCOMW '05 Proceedings of the Third IEEE International Conference on Pervasive Computing and Communications Workshops
Multi-Constraint Mesh Partitioning for Contact/Impact Computations
Proceedings of the 2003 ACM/IEEE conference on Supercomputing
ELA—A new Approach for Learning Agents
Autonomous Agents and Multi-Agent Systems
Evolutionary approaches to fuzzy modelling for classification
The Knowledge Engineering Review
Random-data perturbation techniques and privacy-preserving data mining
Knowledge and Information Systems
Focused crawling by exploiting anchor text using decision tree
WWW '05 Special interest tracks and posters of the 14th international conference on World Wide Web
ACM SIGART Bulletin
Feature construction for reduction of tabular knowledge-based systems
Information Sciences—Informatics and Computer Science: An International Journal
Information Sciences—Informatics and Computer Science: An International Journal
Practical privacy: the SuLQ framework
Proceedings of the twenty-fourth ACM SIGMOD-SIGACT-SIGART symposium on Principles of database systems
Entropies of fuzzy indiscrenibility relation and its operations
International Journal of Uncertainty, Fuzziness and Knowledge-Based Systems
A framework for adaptive algorithm selection in STAPL
Proceedings of the tenth ACM SIGPLAN symposium on Principles and practice of parallel programming
DrC4.5: Improving C4.5 by means of prior knowledge
Proceedings of the 2005 ACM symposium on Applied computing
Hierarchical Decision Tree Induction in Distributed Genomic Databases
IEEE Transactions on Knowledge and Data Engineering
Data extraction as text categorization: an experiment with the MUC-3 corpus
MUC3 '91 Proceedings of the 3rd conference on Message understanding
Non-dictionary-based Thai word segmentation using decision trees
HLT '01 Proceedings of the first international conference on Human language technology research
You're not from 'round here, are you?: naive Bayes detection of non-native utterance text
NAACL '01 Proceedings of the second meeting of the North American Chapter of the Association for Computational Linguistics on Language technologies
Computers and Operations Research
Journal of Biomedical Informatics
Self-organizing Markov models and their application to part-of-speech tagging
ACL '03 Proceedings of the 41st Annual Meeting on Association for Computational Linguistics - Volume 1
The order of prenominal adjectives in natural language generation
ACL '00 Proceedings of the 38th Annual Meeting on Association for Computational Linguistics
Computers and Operations Research
Animated Pedagogical Agent Based on Decision Tree for e-Learning
ICALT '05 Proceedings of the Fifth IEEE International Conference on Advanced Learning Technologies
Evolving rule-based systems in two medical domains using genetic programming
Artificial Intelligence in Medicine
Support Vector Learning for Semantic Argument Classification
Machine Learning
A new scheme on privacy-preserving data classification
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
A feature selection technique for classificatory analysis
Pattern Recognition Letters
Decision tree learning with fuzzy labels
Information Sciences—Informatics and Computer Science: An International Journal
What do students know?: an outcomes-based assessment system
Proceedings of the first international workshop on Computing education research
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-Constrained Data Acquisition for Intelligent Data Preparation
IEEE Transactions on Knowledge and Data Engineering
Exploring relationships between genotype and oral cancer development through XCS
GECCO '05 Proceedings of the 7th annual workshop on Genetic and evolutionary computation
ICML '05 Proceedings of the 22nd international conference on Machine learning
Using Generalized Estimating Equation to Learn Decision Tree with Multivariate Responses
Data Mining and Knowledge Discovery
Computational Linguistics
Predicting Software Escalations with Maximum ROI
ICDM '05 Proceedings of the Fifth IEEE International Conference on Data Mining
Fast Vector Matching Methods and Their Applications to Handwriting Recognition
ICDAR '05 Proceedings of the Eighth International Conference on Document Analysis and Recognition
WebGuard: A Web Filtering Engine Combining Textual, Structural, and Visual Content-Based Analysis
IEEE Transactions on Knowledge and Data Engineering
Supervised learning of an abstract context model for an intelligent environment
Proceedings of the 2005 joint conference on Smart objects and ambient intelligence: innovative context-aware services: usages and technologies
Gene Expression and Fast Construction of Distributed Evolutionary Representation
Evolutionary Computation
Fast feature selection by means of projections
IEA/AIE'2003 Proceedings of the 16th international conference on Developments in applied artificial intelligence
What affect student cognitive style in the development of hypermedia learning system?
Computers & Education
A default first order family weight determination procedure for WPDV models
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
WSD '02 Proceedings of the ACL-02 workshop on Word sense disambiguation: recent successes and future directions - Volume 8
Learning rules for Chinese prosodic phrase prediction
SIGHAN '02 Proceedings of the first SIGHAN workshop on Chinese language processing - Volume 18
Automated text summarization and the SUMMARIST system
TIPSTER '98 Proceedings of a workshop on held at Baltimore, Maryland: October 13-15, 1998
Semi-supervised verb class discovery using noisy features
CONLL '03 Proceedings of the seventh conference on Natural language learning at HLT-NAACL 2003 - Volume 4
A Comparative Study of Feature-Salience Ranking Techniques
Neural Computation
Class noise vs. attribute noise: a quantitative study of their impacts
Artificial Intelligence Review
Usability evaluation of an automated mission repair mechanism for mobile robot mission specification
Proceedings of the 1st ACM SIGCHI/SIGART conference on Human-robot interaction
Closing the loop on test creation: a question assessment mechanism for instructors
Proceedings of the 37th SIGCSE technical symposium on Computer science education
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
Supervised pattern recognition with heterogeneous features
Machine Graphics & Vision International Journal
IEEE Transactions on Pattern Analysis and Machine Intelligence
IEEE Transactions on Knowledge and Data Engineering
Data Mining and Knowledge Discovery
Interestingness measures for data mining: A survey
ACM Computing Surveys (CSUR)
Rapid development of knowledge-based systems via integrated knowledge acquisition
Artificial Intelligence for Engineering Design, Analysis and Manufacturing
Software—Practice & Experience - Research Articles
Learning semantics-preserving distance metrics for clustering graphical data
MDM '05 Proceedings of the 6th international workshop on Multimedia data mining: mining integrated media and complex data
Component retrieval using conversational case-based reasoning
Intelligent information processing II
On handling conflicts between rules with numerical features
Proceedings of the 2006 ACM symposium on Applied computing
Approaches to text mining for clinical medical records
Proceedings of the 2006 ACM symposium on Applied computing
Effective shape-based retrieval and classification of mammograms
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
An ensemble of transliteration models for information retrieval
Information Processing and Management: an International Journal
Ordered incremental training for GA-based classifiers
Pattern Recognition Letters
On the extension of functional dependency degree from crisp to fuzzy partitions
Pattern Recognition Letters
Learning the structure of Factored Markov Decision Processes in reinforcement learning problems
ICML '06 Proceedings of the 23rd international conference on Machine learning
Group formation in large social networks: membership, growth, and evolution
Proceedings of the 12th ACM SIGKDD international conference on Knowledge discovery and data mining
Incorporating large unlabeled data to enhance EM classification
Journal of Intelligent Information Systems
Modeling agents and interactions in agricultural economics
AAMAS '06 Proceedings of the fifth international joint conference on Autonomous agents and multiagent systems
Designing semantics-preserving cluster representatives for scientific input conditions
CIKM '06 Proceedings of the 15th ACM international conference on Information and knowledge management
Special section: research in integrating learning capabilities into information systems
Journal of Management Information Systems - Special section: Research in integrating learning capabilities into information systems
Inductive learning for international financial analysis: a layered approach
Journal of Management Information Systems - Special section: Research in integrating learning capabilities into information systems
A comparison of machine learning with human judgment
Journal of Management Information Systems - Special section: Research in integrating learning capabilities into information systems
DKAS: a distributed knowledge acquisition system in a DSS
Journal of Management Information Systems - Special section: Research in integrating learning capabilities into information systems
Dynamics of modeling in data mining: interpretive approach to bankruptcy prediction
Journal of Management Information Systems - Special section: Data mining
GANNET: a machine learning approach to document retrieval
Journal of Management Information Systems - Special section: Information technology and IT organizational impact
Internet content filtering using isotonic separation on content category ratings
ACM Transactions on Internet Technology (TOIT)
A Distribution-Index-Based Discretizer for Decision-Making with Symbolic AI Approaches
IEEE Transactions on Knowledge and Data Engineering
WI-IATW '06 Proceedings of the 2006 IEEE/WIC/ACM international conference on Web Intelligence and Intelligent Agent Technology
A machine transliteration model based on correspondence between graphemes and phonemes
ACM Transactions on Asian Language Information Processing (TALIP)
A note on the utility of incremental learning
AI Communications
Combining inductive and deductive tools for data analysis
AI Communications
A hybrid sales forecasting system based on clustering and decision trees
Decision Support Systems
Multilevel data summarization from information systems: a “rule + exception” approach
AI Communications - Artificial Intelligence Advances in China
Learning adaptation knowledge to improve case-based reasoning
Artificial Intelligence
On the Computational Complexity of Optimal Multisplitting
Fundamenta Informaticae - Intelligent Systems
A simple and fast multi-class piecewise linear pattern classifier
Pattern Recognition
Classifier hierarchy learning by means of genetic algorithms
Pattern Recognition Letters
A survey of content-based image retrieval with high-level semantics
Pattern Recognition
The development of fuzzy decision trees in the framework of Axiomatic Fuzzy Set logic
Applied Soft Computing
A fuzzy decision tree-based duration model for Standard Yorùbá text-to-speech synthesis
Computer Speech and Language
Combining decision tree and Naive Bayes for classification
Knowledge-Based Systems
Predicting football results using Bayesian nets and other machine learning techniques
Knowledge-Based Systems
Knowledge acquisition and development of accurate rules for predicting protein stability changes
Computational Biology and Chemistry
Engineering Applications of Artificial Intelligence
Image color segmentation using the fuzzy tree algorithm T-LAMDA
Fuzzy Sets and Systems
Self-organizing learning array and its application to economic and financial problems
Information Sciences: an International Journal
Information Sciences: an International Journal
Neural network explanation using inversion
Neural Networks
Cancer gene search with data-mining and genetic algorithms
Computers in Biology and Medicine
Protein cellular localization prediction with Support Vector Machines and Decision Trees
Computers in Biology and Medicine
Computer Networks: The International Journal of Computer and Telecommunications Networking
The effect of threshold values on association rule based classification accuracy
Data & Knowledge Engineering
An integrated approach for operational knowledge acquisition of refuse incinerators
Expert Systems with Applications: An International Journal
Defect prevention in software processes: An action-based approach
Journal of Systems and Software
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
Parallel univariate decision trees
Pattern Recognition Letters
Classifier hierarchy learning by means of genetic algorithms
Pattern Recognition Letters
Editorial: Special issue on mining low-quality data
Knowledge and Information Systems - Special Issue on Mining Low-Quality Data
A fuzzy clustering approach for finding similar documents using a novel similarity measure
Expert Systems with Applications: An International Journal
Learning Sunspot Classification
Fundamenta Informaticae - SPECIAL ISSUE ON CONCURRENCY SPECIFICATION AND PROGRAMMING (CS&P 2005) Ruciane-Nide, Poland, 28-30 September 2005
Data Mining and Knowledge Discovery
World Wide Web
International Journal of Hybrid Intelligent Systems
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
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
Automated criminal link analysis based on domain knowledge: Research Articles
Journal of the American Society for Information Science and Technology
Short communication: Uncertainty measures for fuzzy relations and their applications
Applied Soft 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
A novel feature selection method for large-scale data sets
Intelligent Data Analysis
Network intrusion detection in covariance feature space
Pattern Recognition
Auditory brainstem response classification: A hybrid model using time and frequency features
Artificial Intelligence in Medicine
Fuzzy lattice reasoning (FLR) classifier and its application for ambient ozone estimation
International Journal of Approximate Reasoning
Accelerating feature-vector matching using multiple-tree and sub-vector methods
Pattern Recognition
Vague knowledge search in the design for outsourcing using fuzzy decision tree
Computers and Operations Research
Automatic web pages categorization with ReliefF and Hidden Naive Bayes
Proceedings of the 2007 ACM symposium on Applied computing
Expert Systems with Applications: An International Journal
Extracting classification rule of software diagnosis using modified MEPA
Expert Systems with Applications: An International Journal
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
Intelligent Partitioning for Feature Selection
INFORMS Journal on Computing
INFORMS Journal on Computing
Learning spam: simple techniques for freely-available software
ATEC '03 Proceedings of the annual conference on USENIX Annual Technical Conference
Addressing diverse user preferences in SQL-query-result navigation
Proceedings of the 2007 ACM SIGMOD international conference on Management of data
HOTDEP'06 Proceedings of the 2nd conference on Hot Topics in System Dependability - Volume 2
A Heuristic Approach to Learning Rules from Fuzzy Databases
IEEE Intelligent Systems
MESO: Supporting Online Decision Making in Autonomic Computing Systems
IEEE Transactions on Knowledge and Data Engineering
Recognition of Pornographic Web Pages by Classifying Texts and Images
IEEE Transactions on Pattern Analysis and Machine Intelligence
Engineering Applications of Artificial Intelligence
Customized classification learning based on query projections
Information Sciences: an International Journal
Discovering and Exploiting Causal Dependencies for Robust Mobile Context-Aware Recommenders
IEEE Transactions on Knowledge and Data Engineering
Data mining for lifetime prediction of metallic components
AusDM '06 Proceedings of the fifth Australasian conference on Data mining and analystics - Volume 61
Evolutionary hypernetwork models for aptamer-based cardiovascular disease diagnosis
Proceedings of the 9th annual conference companion on Genetic and evolutionary computation
Anxiety-based affective communication for implicit human-machine interaction
Advanced Engineering Informatics
Machine learning based feature extraction for quality control in a production line
Integrated Computer-Aided Engineering
Applications of artificial intelligence techniques in wind power generation
Integrated Computer-Aided Engineering
Constructing a Fuzzy Rule System from Examples
Integrated Computer-Aided Engineering
Distributed feature extraction in a p2p setting: a case study
Future Generation Computer Systems - Special section: Data mining in grid computing environments
Searching and retrieving legal literature through automated semantic indexing
Proceedings of the 11th international conference on Artificial intelligence and law
Towards efficient variables ordering for Bayesian networks classifier
Data & Knowledge Engineering
Privacy preserving decision tree learning over multiple parties
Data & Knowledge Engineering
A hybrid genetic algorithm for feature selection wrapper based on mutual information
Pattern Recognition Letters
Learning fuzzy rules from fuzzy samples based on rough set technique
Information Sciences: an International Journal
Decision trees using model ensemble-based nodes
Pattern Recognition
Movie forecast Guru: A Web-based DSS for Hollywood managers
Decision Support Systems
Process control in CNC manufacturing for discrete components: A STEP-NC compliant framework
Robotics and Computer-Integrated Manufacturing
A Formal Analysis of Fault Diagnosis with D-matrices
Journal of Electronic Testing: Theory and Applications
Automatic classification of provisions in legislative texts
Artificial Intelligence and Law - AI & law in eGovernment and eDemocracy part II
Authentic facial expression analysis
Image and Vision Computing
Learning and modeling biosignatures from tissue images
Computers in Biology and Medicine
Diagnosis of breast cancer using Bayesian networks: A case study
Computers in Biology and Medicine
MASSP3: a system for predicting protein secondary structure
EURASIP Journal on Applied Signal Processing
A Query-Driven Approach to the Design and Management of Flexible Database Systems
Journal of Management Information Systems
Generating and Browsing Multiple Taxonomies Over a Document Collection
Journal of Management Information Systems
Automated classification reveals morphological factors associated with dementia
Applied Soft Computing
Resolving rule conflicts with double induction
Intelligent Data Analysis
A global optimal algorithm for class-dependent discretization of continuous data
Intelligent Data Analysis
Rule quality for multiple-rule classifier: Empirical expertise and theoretical methodology
Intelligent Data Analysis
Connectionist construction of prototypes from decision trees for graph classification
Intelligent Data Analysis
Missing values prediction with K2
Intelligent Data Analysis
Online classification of nonstationary data streams
Intelligent Data Analysis
Adaptive boosting techniques in heterogeneous and spatial databases
Intelligent Data Analysis
Automated defect inspection and classification of leather fabric
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
Reducing complex attribute interaction through non-algebraic feature construction
AIAP'07 Proceedings of the 25th conference on Proceedings of the 25th IASTED International Multi-Conference: artificial intelligence and applications
Students working for students on programming courses
Computers & Education
Wavelet-based dynamic power management for nonstationary service requests
ACM Transactions on Design Automation of Electronic Systems (TODAES)
MedTAKMI-CDI: interactive knowledge discovery for clinical decision intelligence
IBM Systems Journal
Tree expressions for information systems
Journal of Computer Science and Technology
Systematic development of data mining-based data quality tools
VLDB '03 Proceedings of the 29th international conference on Very large data bases - Volume 29
Rough set based approach for inducing decision trees
Knowledge-Based Systems
Toward a hybrid data mining model for customer retention
Knowledge-Based Systems
Pruning belief decision tree methods in averaging and conjunctive approaches
International Journal of Approximate Reasoning
Toward undetected operating system fingerprinting
WOOT '07 Proceedings of the first USENIX workshop on Offensive Technologies
Bayesian networks for imputation in classification problems
Journal of Intelligent Information Systems
Adaptive fastest path computation on a road network: a traffic mining approach
VLDB '07 Proceedings of the 33rd international conference on Very large data bases
Induction of multiple criteria optimal classification rules for biological and medical data
Computers in Biology and Medicine
Computers in Biology and Medicine
SMILE: Sound Multi-agent Incremental LEarning
Proceedings of the 6th international joint conference on Autonomous agents and multiagent systems
Learning consumer preferences using semantic similarity
Proceedings of the 6th international joint conference on Autonomous agents and multiagent systems
Minimization of decision trees is hard to approximate
Journal of Computer and System Sciences
Computers and Electronics in Agriculture
Investigating User Browsing Behavior
WI-IATW '07 Proceedings of the 2007 IEEE/WIC/ACM International Conferences on Web Intelligence and Intelligent Agent Technology - Workshops
Label Propagation through Linear Neighborhoods
IEEE Transactions on Knowledge and Data Engineering
An efficient bit-based feature selection method
Expert Systems with Applications: An International Journal
Rule effectiveness in rule-based systems: A credit scoring case study
Expert Systems with Applications: An International Journal
Compact fuzzy association rule-based classifier
Expert Systems with Applications: An International Journal
A new approach on search for similar documents with multiple categories using fuzzy clustering
Expert Systems with Applications: An International Journal
A Multi-criteria Convex Quadratic Programming model for credit data analysis
Decision Support Systems
Supporting the dynamic evolution of Web service protocols in service-oriented architectures
ACM Transactions on the Web (TWEB)
Privacy-preserving imputation of missing data
Data & Knowledge Engineering
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
Comparing mathematical and heuristic approaches for scientific data analysis
Artificial Intelligence for Engineering Design, Analysis and Manufacturing
Using information gain to improve multi-modal information retrieval systems
Information Processing and Management: an International Journal
Enhancing student learning using concept mapping and learning by teaching environment
Journal of Computing Sciences in Colleges
Something for everyone: AI lab assignments that span learning styles and aptitudes
Journal of Computing Sciences in Colleges
Computers and Electronics in Agriculture
Good methods for coping with missing data in decision trees
Pattern Recognition Letters
Privacy-preserving multi-party decision tree induction
International Journal of Business Intelligence and Data Mining
International Journal of Business Intelligence and Data Mining
Efficient online mining of large databases
International Journal of Business Information Systems
Computation tools for the combat of cardiovascular heart disease
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
Retrieval of Italian legal literature: a case of semantic search using legal vocabulary
International Journal of Metadata, Semantics and Ontologies
Detecting information technology impact on firm performance using DEA and decision tree
International Journal of Information Technology and Management
Intelligent sensory evaluation: Concepts, implementations, and applications
Mathematics and Computers in Simulation
Bankruptcy forecasting: An empirical comparison of AdaBoost and neural networks
Decision Support Systems
Journal of Medical Systems
Sentiment analysis in multiple languages: Feature selection for opinion classification in Web forums
ACM Transactions on Information Systems (TOIS)
AIKED'06 Proceedings of the 5th WSEAS International Conference on Artificial Intelligence, Knowledge Engineering and Data Bases
Some algorithms for data table (re)ordering using monotone systems
AIKED'06 Proceedings of the 5th WSEAS International Conference on Artificial Intelligence, Knowledge Engineering and Data Bases
Discovering and understanding change using multivariate trees: the RECPAM approach
MATH'05 Proceedings of the 8th WSEAS International Conference on Applied Mathematics
Acquisition of rule-based knowledge for analyzing DNA-binding sites in proteins
Proceedings of the 2nd international conference on Scalable information systems
A boosting approach to remove class label noise
International Journal of Hybrid Intelligent Systems - Hybrid Intelligent systems in Ensembles
In search of deterministic methods for initializing K-means and Gaussian mixture clustering
Intelligent Data Analysis
Wrapper discretization by means of estimation of distribution algorithms
Intelligent Data Analysis
An iterative refinement approach for data cleaning
Intelligent Data Analysis
Evolutionary composition of music with learned melody evaluation
CIMMACS'06 Proceedings of the 5th WSEAS International Conference on Computational Intelligence, Man-Machine Systems and Cybernetics
Automated assumption generation for compositional verification
Formal Methods in System Design
The Chinese text categorization system with association rule and category priority
Expert Systems with Applications: An International Journal
Machine learning method for knowledge discovery experimented with otoneurological data
Computer Methods and Programs in Biomedicine
Providing k-anonymity in data mining
The VLDB Journal — The International Journal on Very Large Data Bases
Retrieval of Italian legal literature: a case of semantic search using legal vocabulary
DCMI '05 Proceedings of the 2005 international conference on Dublin Core and metadata applications: vocabularies in practice
Extended Naive Bayes classifier for mixed data
Expert Systems with Applications: An International Journal
Fuzzy consensus measure on verbal opinions
Expert Systems with Applications: An International Journal
Decision trees as possibilistic classifiers
International Journal of Approximate Reasoning
Query-through-drilldown: data-oriented extensional queries
AVI '08 Proceedings of the working conference on Advanced visual interfaces
Induction of multiple fuzzy decision trees based on rough set technique
Information Sciences: an International Journal
World-scale mining of objects and events from community photo collections
CIVR '08 Proceedings of the 2008 international conference on Content-based image and video retrieval
Anomaly-based fault detection in pervasive computing system
Proceedings of the 5th international conference on Pervasive services
Utilization of Discretization method on the diagnosis of optic nerve disease
Computer Methods and Programs in Biomedicine
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
Support Vector Machinery for Infinite Ensemble Learning
The Journal of Machine Learning Research
Local invariant feature detectors: a survey
Foundations and Trends® in Computer Graphics and Vision
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
COOPERATIVE QUERY REWRITING FOR DECISION MAKING SUPPORT AND RECOMMENDER SYSTEMS
Applied Artificial Intelligence
Feature selection algorithms in classification problems: an experimental evaluation
Optimization Methods & Software - Systems Analysis, Optimization and Data Mining in Biomedicine
Computers & Mathematics with Applications
Improving the performance of an incremental algorithm driven by error margins
Intelligent Data Analysis - Knowledge Discovery from Data Streams
Privacy-preserving decision trees over vertically partitioned data
ACM Transactions on Knowledge Discovery from Data (TKDD)
Computers and Industrial Engineering
Info-fuzzy algorithms for mining dynamic data streams
Applied Soft Computing
Computers & Mathematics with Applications
Hunting for headings: sighted labeling vs. automatic classification of headings
Proceedings of the 10th international ACM SIGACCESS conference on Computers and accessibility
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
Combining Classifiers for Web Violent Content Detection and Filtering
ICCS '07 Proceedings of the 7th international conference on Computational Science, Part III: ICCS 2007
A Novel Improvement of Neural Network Classification Using Further Division of Partition Space
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
Classification with Nominal Data Using Intuitionistic Fuzzy Sets
IFSA '07 Proceedings of the 12th international Fuzzy Systems Association world congress on Foundations of Fuzzy Logic and Soft Computing
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
Multi-source Data Modelling: Integrating Related Data to Improve Model Performance
MLDM '07 Proceedings of the 5th international conference on Machine Learning and Data Mining in Pattern Recognition
Software Defect Classification: A Comparative Study with Rough Hybrid Approaches
RSEISP '07 Proceedings of the international conference on Rough Sets and Intelligent Systems Paradigms
Usages of Generalization in Case-Based Reasoning
ICCBR '07 Proceedings of the 7th international conference on Case-Based Reasoning: Case-Based Reasoning Research and Development
Seeing the Forest Through the Trees: Learning a Comprehensible Model from an Ensemble
ECML '07 Proceedings of the 18th European conference on Machine Learning
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
A Knowledge-Based System for Fashion Trend Forecasting
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
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
ICAISC '08 Proceedings of the 9th international conference on Artificial Intelligence and Soft Computing
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
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
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
Analyzing Classifier Hierarchy Multiclassifier Learning
CIARP '08 Proceedings of the 13th Iberoamerican congress on Pattern Recognition: Progress in Pattern Recognition, Image Analysis and Applications
Reclassification of Linearly Classified Data Using Constraint Databases
ADBIS '08 Proceedings of the 12th East European conference on Advances in Databases and Information Systems
Learning Decision Trees for Unbalanced Data
ECML PKDD '08 Proceedings of the 2008 European Conference on Machine Learning and Knowledge Discovery in Databases - Part I
MLTutor: An Application of Machine Learning Algorithms for an Adaptive Web-based Information System
International Journal of Artificial Intelligence in Education
SELECT TOPICS IN LEGAL EVIDENCE AND ASSISTANCE BY ARTIFICIAL INTELLIGENCE TECHNIQUES
Cybernetics and Systems
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
International Journal of Remote Sensing
Expert Systems with Applications: An International Journal
Expert Systems with Applications: An International Journal
Dynamic active probing of helpdesk databases
Proceedings of the VLDB Endowment
Journal of Systems and Software
Developing a bioaerosol detector using hybrid genetic fuzzy systems
Engineering Applications of Artificial Intelligence
Adaptive sensor/actuator networks for tracking environment control behaviors
CSTST '08 Proceedings of the 5th international conference on Soft computing as transdisciplinary science and technology
Exploiting temporal contexts in text classification
Proceedings of the 17th ACM conference on Information and knowledge management
Word sense disambiguation: A survey
ACM Computing Surveys (CSUR)
A fuzzy numeric inference strategy for classification and regression problems
International Journal of Knowledge-based and Intelligent Engineering Systems
Rough sets approach to symbolic value partition
International Journal of Approximate Reasoning
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
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
Selection of human embryos for transfer by Bayesian classifiers
Computers in Biology and Medicine
Robotic vocabulary building using extension inference and implicit contrast
Artificial Intelligence
Mining decision rules on data streams in the presence of concept drifts
Expert Systems with Applications: An International Journal
Blind paraunitary equalization
Signal Processing
Fault diagnosis of induction motor based on decision trees and adaptive neuro-fuzzy inference
Expert Systems with Applications: An International Journal
Inducing a marketing strategy for a new pet insurance company using decision trees
Expert Systems with Applications: An International Journal
Improving scheduling of emergency physicians using data mining analysis
Expert Systems with Applications: An International Journal
Iterative feature construction for improving inductive learning algorithms
Expert Systems with Applications: An International Journal
VODKA: Variant objects discovering knowledge acquisition
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
Expert Systems with Applications: An International Journal
Expert Systems with Applications: An International Journal
Expert Systems with Applications: An International Journal
Expert Systems with Applications: An International Journal
Knowledge-based system for text classification using ID6NB algorithm
Knowledge-Based Systems
WSEAS Transactions on Information Science and Applications
Knowledge and Information Systems
Brief Communication: Finding rule groups to classify high dimensional gene expression datasets
Computational Biology and Chemistry
Data gravitation based classification
Information Sciences: an International Journal
Global Classifier for Confidential Data in Distributed Datasets
MICAI '08 Proceedings of the 7th Mexican International Conference on Artificial Intelligence: Advances in Artificial Intelligence
Soft Tissue Tracking for Minimally Invasive Surgery: Learning Local Deformation Online
MICCAI '08 Proceedings of the 11th International Conference on Medical Image Computing and Computer-Assisted Intervention, Part II
Discovering Interesting Classification Rules with Particle Swarm Algorithm
Advanced Web and NetworkTechnologies, and Applications
An Empirical Study of Combined Classifiers for Knowledge Discovery on Medical Data Bases
Advanced Web and NetworkTechnologies, and Applications
A Flexible Approach for Planning Schema Matching Algorithms
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:
Mixed-initiative problem solving with decision trees
Artificial Intelligence Review
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
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
Integration of Multiple Classifiers for Chinese Semantic Dependency Analysis
Electronic Notes in Theoretical Computer Science (ENTCS)
Identifying appropriate methodologies and strategies for vertical mining with incomplete data
WSEAS Transactions on Computers
A Classifier-CMAC Neural Network Model for Web Mining
WI-IAT '08 Proceedings of the 2008 IEEE/WIC/ACM International Conference on Web Intelligence and Intelligent Agent Technology - Volume 01
Implementing News Article Category Browsing Based on Text Categorization Technique
WI-IAT '08 Proceedings of the 2008 IEEE/WIC/ACM International Conference on Web Intelligence and Intelligent Agent Technology - Volume 03
Supervised classification using probabilistic decision graphs
Computational Statistics & Data Analysis
Building a cost-constrained decision tree with multiple condition attributes
Information Sciences: an International Journal
Toward an optimum combination of English teachers for objective teaching
Expert Systems with Applications: An International Journal
Fuzzy classification systems based on fuzzy information gain measures
Expert Systems with Applications: An International Journal
Expert Systems with Applications: An International Journal
Integrating radial basis function networks with case-based reasoning for product design
Expert Systems with Applications: An International Journal
Constructing a decision tree from data with hierarchical class labels
Expert Systems with Applications: An International Journal
A selective ensemble based on expected probabilities for bankruptcy prediction
Expert Systems with Applications: An International Journal
Uma abordagem efetiva e eficiente para deduplicação de metadados bibliográficos de objetos digitais
SBBD '08 Proceedings of the 23rd Brazilian symposium on Databases
Classification algorithm sensitivity to training data with non representative attribute noise
Decision Support Systems
Moving towards efficient decision tree construction
Information Sciences: an International Journal
Multiagent Incremental Learning in Networks
PRIMA '08 Proceedings of the 11th Pacific Rim International Conference on Multi-Agents: Intelligent Agents and Multi-Agent Systems
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
A Rough Set Based Approach for ECG Classification
Transactions on Rough Sets IX
On the influence of imputation in classification: practical issues
Journal of Experimental & Theoretical Artificial Intelligence
Bayesian classifiers based on kernel density estimation: Flexible classifiers
International Journal of Approximate Reasoning
Fuzzifying Gini Index based decision trees
Expert Systems with Applications: An International Journal
Efficient discovery of risk patterns in medical data
Artificial Intelligence in Medicine
A bi-prototype theory of facial attractiveness
Neural Computation
Rough set based hybrid algorithm for text classification
Expert Systems with Applications: An International Journal
Expert Systems with Applications: An International Journal
An information pipeline model of human-robot interaction
Proceedings of the 4th ACM/IEEE international conference on Human robot interaction
MDS: a novel method for class imbalance learning
Proceedings of the 3rd International Conference on Ubiquitous Information Management and Communication
Plan recognition for interface agents
Artificial Intelligence Review
A method for improving the accuracy of data mining classification algorithms
Computers and Operations Research
Robotics and Computer-Integrated Manufacturing
Information Retrieval
LEGAL-tree: a lexicographic multi-objective genetic algorithm for decision tree induction
Proceedings of the 2009 ACM symposium on Applied Computing
Configuration-space performance anomaly depiction
LADIS '08 Proceedings of the 2nd Workshop on Large-Scale Distributed Systems and Middleware
Representing and Inferring Causalities among Classes of Multidimensional Data
APWeb/WAIM '09 Proceedings of the Joint International Conferences on Advances in Data and Web Management
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
Using phrases as features in email classification
Journal of Systems and Software
A hierarchical model for test-cost-sensitive decision systems
Information Sciences: an International Journal
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
Reinforcement Learning: A Tutorial Survey and Recent Advances
INFORMS Journal on Computing
IXIR: A statistical information distillation system
Computer Speech and Language
On the similarity metric and the distance metric
Theoretical Computer Science
A mixed integer optimisation model for data classification
Computers and Industrial Engineering
Induction of multiclass multifeature split decision trees from distributed data
Pattern Recognition
Online Classification of Network Flows
CNSR '09 Proceedings of the 2009 Seventh Annual Communication Networks and Services Research Conference
Information Sciences: an International Journal
Expert Systems with Applications: An International Journal
GA-based learning bias selection mechanism for real-time scheduling systems
Expert Systems with Applications: An International Journal
Generalized model learning for reinforcement learning in factored domains
Proceedings of The 8th International Conference on Autonomous Agents and Multiagent Systems - Volume 2
Pruning Strategies Based on the Upper Bound of Information Gain for Discriminative Subgraph Mining
Knowledge Acquisition: Approaches, Algorithms and Applications
FIMH '09 Proceedings of the 5th International Conference on Functional Imaging and Modeling of the Heart
Study of Double SMO Algorithm Based on Attributes Reduction
ISNN 2009 Proceedings of the 6th International Symposium on Neural Networks: Advances in Neural Networks - Part II
Communication during learning in heterogeneous teams of learning agents
Intelligent Decision Technologies
Vertical mining with incomplete data
MAMECTIS'08 Proceedings of the 10th WSEAS international conference on Mathematical methods, computational techniques and intelligent systems
Latent classification models for binary data
Pattern Recognition
On Issues of Feature Extraction in Chinese Automatic Essay Scoring System
Proceedings of the 2007 conference on Artificial Intelligence in Education: Building Technology Rich Learning Contexts That Work
You are what you say: using meeting participants' speech to detect their roles and expertise
ACTS '09 Proceedings of the HLT-NAACL 2006 Workshop on Analyzing Conversations in Text and Speech
Algorithms and Architectures of Artificial Intelligence
Proceedings of the 2007 conference on Algorithms and Architectures of Artificial Intelligence
A Tripartite Scorecard for the Pay/No pay Decision-Making in the Retail Banking Industry
Proceedings of the 2008 conference on Applications of Data Mining in E-Business and Finance
Knowledge production and integration for diagnosis, treatment and prognosis in medicine
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
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
The Problem of Object Recognition in the Presence of Noise in Original Data
Proceedings of the 2008 conference on Tenth Scandinavian Conference on Artificial Intelligence: SCAI 2008
Knowledge Discovery with Explained Case-Based Reasoning
Proceedings of the 2008 conference on Artificial Intelligence Research and Development: Proceedings of the 11th International Conference of the Catalan Association for Artificial Intelligence
On the detection of general problem structures by using inductive linkage identification
Proceedings of the 11th Annual conference on Genetic and evolutionary computation
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
Binary Probability Trees for Bayesian Networks Inference
ECSQARU '09 Proceedings of the 10th European Conference on Symbolic and Quantitative Approaches to Reasoning with Uncertainty
ECSQARU '09 Proceedings of the 10th European Conference on Symbolic and Quantitative Approaches to Reasoning with Uncertainty
A Bayesian Random Split to Build Ensembles of Classification Trees
ECSQARU '09 Proceedings of the 10th European Conference on Symbolic and Quantitative Approaches to Reasoning with Uncertainty
On the Effectiveness of Diversity When Training Multiple Classifier Systems
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
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
Unearth the Hidden Supportive Information for an Intelligent Medical Diagnostic System
HAIS '09 Proceedings of the 4th International Conference on Hybrid Artificial Intelligence Systems
A Rough-Hybrid Approach to Software Defect Classification
RSFDGrC '07 Proceedings of the 11th International Conference on Rough Sets, Fuzzy Sets, Data Mining and Granular Computing
Constructing an ARP attack detection system with SNMP traffic data mining
Proceedings of the 11th International Conference on Electronic Commerce
A new class of function sets for solving sequence problems
GECCO '96 Proceedings of the 1st annual conference on Genetic and evolutionary computation
Error detection and impact-sensitive instance ranking in noisy datasets
AAAI'04 Proceedings of the 19th national conference on Artifical intelligence
When a decision tree learner has plenty of time
AAAI'06 proceedings of the 21st national conference on Artificial intelligence - Volume 2
A GeoAgent-based framework for knowledge-oriented representation: Embracing social rules in GIS
International Journal of Geographical Information Science
Effective solution for unhandled exception in decision tree induction algorithms
Expert Systems with Applications: An International Journal
Expert Systems with Applications: An International Journal
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
On Similarity Measures Based on a Refinement Lattice
ICCBR '09 Proceedings of the 8th International Conference on Case-Based Reasoning: Case-Based Reasoning Research and Development
Detecting Inference Channels in Private Multimedia Data via Social Networks
Proceedings of the 23rd Annual IFIP WG 11.3 Working Conference on Data and Applications Security XXIII
Mealtime Blood Glucose Classifier Based on Fuzzy Logic for the DIABTel Telemedicine System
AIME '09 Proceedings of the 12th Conference on Artificial Intelligence in Medicine: Artificial Intelligence in Medicine
Improved Comprehensibility and Reliability of Explanations via Restricted Halfspace Discretization
MLDM '09 Proceedings of the 6th International Conference on Machine Learning and Data Mining in Pattern Recognition
PMCRI: A Parallel Modular Classification Rule Induction Framework
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
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
Classification of symbolic objects: A lazy learning approach
Intelligent Data Analysis - Analysis of Symbolic and Spatial Data
Analyzing a class of pseudo-random bit generator through inductive machine learning paradigm
Intelligent Data Analysis
A comparison of fraud cues and classification methods for fake escrow website detection
Information Technology and Management
Naïve possibilistic network classifiers
Fuzzy Sets and Systems
Part-of-speech tagging for English-Spanish code-switched text
EMNLP '08 Proceedings of the Conference on Empirical Methods in Natural Language Processing
ADMA '09 Proceedings of the 5th International Conference on Advanced Data Mining and Applications
Temporal Data Classification Using Linear Classifiers
ADBIS '09 Proceedings of the 13th East European Conference on Advances in Databases and Information Systems
Bias-driven revision of logical domain theories
Journal of Artificial Intelligence Research
Learning the past tense of English verbs: the symbolic pattern associator vs. connectionist models
Journal of Artificial Intelligence Research
Journal of Artificial Intelligence Research
Optimal testing of structured knowledge
AAAI'08 Proceedings of the 23rd national conference on Artificial 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
Alignment algorithms for learning to read aloud
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
Learning to order BDD variables in verification
Journal of Artificial Intelligence Research
Temporal decision trees: model-based diagnosis of dynamic systems on-board
Journal of Artificial Intelligence Research
A comparison of different machine transliteration models
Journal of Artificial Intelligence Research
An integrated framework for learning and reasoning
Journal of Artificial Intelligence Research
Rule-based machine learning methods for functional prediction
Journal of Artificial Intelligence Research
Generalization of clauses under implication
Journal of Artificial Intelligence Research
Anytime induction of low-cost, low-error classifiers: a sampling-based approach
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
Connectionist theory refinement: genetically searching the space of network topologies
Journal of Artificial Intelligence Research
The divide-and-conquer subgoal-ordering algorithm for speeding up logic inference
Journal of Artificial Intelligence Research
Adaptive parallel iterative deepening search
Journal of Artificial Intelligence Research
A system for induction of oblique decision trees
Journal of Artificial Intelligence Research
Wrap-Up: a trainable discourse module for information extraction
Journal of Artificial Intelligence Research
An analysis of reduced error pruning
Journal of Artificial Intelligence Research
Towards a general framework for composing disjunctive and iterative macro-operators
IJCAI'89 Proceedings of the 11th international joint conference on Artificial intelligence - Volume 1
Learning DNF by decision trees
IJCAI'89 Proceedings of the 11th international joint conference on Artificial intelligence - Volume 1
Constructive induction on decision trees
IJCAI'89 Proceedings of the 11th international joint conference on Artificial intelligence - Volume 1
Induction in an abstraction space: a form of constructive induction
IJCAI'89 Proceedings of the 11th international joint conference on Artificial intelligence - Volume 1
An experimental comparison of symbolic and connectionist learning algorithms
IJCAI'89 Proceedings of the 11th international joint conference on Artificial intelligence - Volume 1
IJCAI'89 Proceedings of the 11th international joint conference on Artificial intelligence - Volume 1
An empirical comparison of ID3 and back-propagation
IJCAI'89 Proceedings of the 11th international joint conference on Artificial intelligence - Volume 1
Noise-tolerant instance-based learning algorithms
IJCAI'89 Proceedings of the 11th international joint conference on Artificial intelligence - Volume 1
Building robust learning systems by combining induction and optimization
IJCAI'89 Proceedings of the 11th international joint conference on Artificial intelligence - Volume 1
Noise-tolerant conceptual clustering
IJCAI'89 Proceedings of the 11th international joint conference on Artificial intelligence - Volume 1
A critique of the valiant model
IJCAI'89 Proceedings of the 11th international joint conference on Artificial intelligence - Volume 1
Model-based monitoring of dynamic systems
IJCAI'89 Proceedings of the 11th international joint conference on Artificial intelligence - Volume 2
Average-case analysis of a nearest neighbor algorthim
IJCAI'93 Proceedings of the 13th international joint conference on Artifical intelligence - Volume 2
Integrating inductive neural network learning and explanation-based learning
IJCAI'93 Proceedings of the 13th international joint conference on Artifical intelligence - Volume 2
Learning of resource allocation strategies for game playing
IJCAI'93 Proceedings of the 13th international joint conference on Artifical intelligence - Volume 2
An anthropocentric tool for decision making support
IJCAI'99 Proceedings of the 16th international joint conference on Artifical intelligence - Volume 1
IJCAI'99 Proceedings of the 16th international joint conference on Artifical intelligence - Volume 1
On the role of context-specific independence in probabilistic inference
IJCAI'99 Proceedings of the 16th international joint conference on Artificial intelligence - Volume 2
Generating production rules from decision trees
IJCAI'87 Proceedings of the 10th international joint conference on Artificial intelligence - Volume 1
An empirical study of the noise impact on cost-sensitive learning
IJCAI'07 Proceedings of the 20th international joint conference on Artifical intelligence
Information-theoretic approaches to branching in search
IJCAI'07 Proceedings of the 20th international joint conference on Artifical intelligence
Improving system performance in case-based iterative optimization through knowledge filtering
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
Medical knowledge induction with higher-order horn clauses and meta-programming
SMO'09 Proceedings of the 9th WSEAS international conference on Simulation, modelling and optimization
Wine vinification prediction using data mining tools
ECC'09 Proceedings of the 3rd international conference on European computing conference
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
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
Directive Decision Devices: Extending the reach of automation into the finance domain
Expert Systems with Applications: An International Journal
A CBR-based fuzzy decision tree approach for database classification
Expert Systems with Applications: An International Journal
Increasing dialogue efficiency in case-based reasoning without loss of solution quality
IJCAI'03 Proceedings of the 18th international joint conference on Artificial intelligence
Concept formation over explanations and problem-solving experience
IJCAI'91 Proceedings of the 12th international joint conference on Artificial intelligence - Volume 2
Classifiers: a theoretical and empirical study
IJCAI'91 Proceedings of the 12th international joint conference on Artificial intelligence - Volume 2
Learning concept classification rules using genetic algorithms
IJCAI'91 Proceedings of the 12th international joint conference on Artificial intelligence - Volume 2
Flexible matching for noisy structural descriptions
IJCAI'91 Proceedings of the 12th international joint conference on Artificial intelligence - Volume 2
Reduced complexity rule induction
IJCAI'91 Proceedings of the 12th international joint conference on Artificial intelligence - Volume 2
Input generalization in delayed reinforcement learning: an algorithm and performance comparisons
IJCAI'91 Proceedings of the 12th international joint conference on Artificial intelligence - Volume 2
Overpruning large decision trees
IJCAI'91 Proceedings of the 12th international joint conference on Artificial intelligence - Volume 2
Learning nested concept classes with limited storage
IJCAI'91 Proceedings of the 12th international joint conference on Artificial intelligence - Volume 2
CABOT: an adaptive approach to case-based search
IJCAI'91 Proceedings of the 12th international joint conference on Artificial intelligence - Volume 2
Constraints on tree structure in concept formation
IJCAI'91 Proceedings of the 12th international joint conference on Artificial intelligence - Volume 2
The utility of feature construction for back-propagation
IJCAI'91 Proceedings of the 12th international joint conference on Artificial intelligence - Volume 2
Kernel Methods in Computer Vision
Foundations and Trends® in Computer Graphics and Vision
Optimal value of information in graphical models
Journal of Artificial Intelligence Research
Temporal decision trees or the lazy ECU vindicated
IJCAI'01 Proceedings of the 17th international joint conference on Artificial intelligence - Volume 1
A simple feature selection method for text classification
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
NLP-driven IR: evaluating performances over a text classification task
IJCAI'01 Proceedings of the 17th international joint conference on Artificial intelligence - Volume 2
ExpertClerk: navigating shoppers' buying process with the combination of asking and proposing
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
IJCAI'05 Proceedings of the 19th international joint conference on Artificial intelligence
Software Cost Estimation using Fuzzy Decision Trees
ASE '08 Proceedings of the 2008 23rd IEEE/ACM International Conference on Automated Software Engineering
Lookahead and pathology in decision tree induction
IJCAI'95 Proceedings of the 14th international joint conference on Artificial intelligence - Volume 2
On biases in estimating multi-valued attributes
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
Covering vs divide-and-conquer for top-down induction of logic programs
IJCAI'95 Proceedings of the 14th international joint conference on Artificial intelligence - Volume 2
SKICAT: sky image cataloging and analysis tool
IJCAI'95 Proceedings of the 14th international joint conference on Artificial intelligence - Volume 2
Logical analysis of binary data with missing bits
Artificial Intelligence
Top-down induction of first-order logical decision trees
Artificial Intelligence
Integrated access to legal literature through automated semantic classification
Artificial Intelligence and Law
Machine learning in prognosis of the femoral neck fracture recovery
Artificial Intelligence in Medicine
Don't care values in induction
Artificial Intelligence in Medicine
Artificial Intelligence in Medicine
Predicting breast cancer survivability: a comparison of three data mining methods
Artificial Intelligence in Medicine
A knowledge integration model for the prediction of corporate dividends
Expert Systems with Applications: An International Journal
URL normalization for de-duplication of web pages
Proceedings of the 18th ACM conference on Information and knowledge management
Stochastic gradient boosted distributed decision trees
Proceedings of the 18th ACM conference on Information and knowledge management
A component retrieval approach in virtual instrument design
ISC '07 Proceedings of the 10th IASTED International Conference on Intelligent Systems and Control
GASepo-a software solution for quantitative analysis of digital images in Epo doping control
Computer Methods and Programs in Biomedicine
Optimized model tuning in medical systems
Computer Methods and Programs in Biomedicine
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
Machine learning for event selection in high energy physics
Engineering Applications of Artificial Intelligence
General criteria on building decision trees for data classification
Proceedings of the 2nd International Conference on Interaction Sciences: Information Technology, Culture and Human
A survey of prediction models for breast cancer survivability
Proceedings of the 2nd International Conference on Interaction Sciences: Information Technology, Culture and Human
Content based image retrieval using unclean positive examples
IEEE Transactions on Image Processing
Normalized mutual information feature selection
IEEE Transactions on Neural Networks
ASM '07 The 16th IASTED International Conference on Applied Simulation and Modelling
Using Data Mining Techniques to Support the Creation of Competence Ontologies
Proceedings of the 2009 conference on Artificial Intelligence in Education: Building Learning Systems that Care: From Knowledge Representation to Affective Modelling
Intelligent Support for Inquiry Learning from Images: A Learning Scenario and Tool
Proceedings of the 2009 conference on Artificial Intelligence in Education: Building Learning Systems that Care: From Knowledge Representation to Affective Modelling
A pattern-based outlier detection method identifying abnormal attributes in software project data
Information and Software Technology
Expert Systems with Applications: An International Journal
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
Financial distress prediction by a radial basis function network with logit analysis learning
Computers & Mathematics with Applications
Expert Systems with Applications: An International Journal
Optimisation of the decision tree technique applied to simulated sow herd datasets
Computers and Electronics in Agriculture
A review on the combination of binary classifiers in multiclass problems
Artificial Intelligence Review
Improving a rule evaluation support method based on objective indices
International Journal of Advanced Intelligence Paradigms
An Approach to Legal Rules Modelling and Automatic Learning
Proceedings of the 2009 conference on Legal Knowledge and Information Systems: JURIX 2009: The Twenty-Second Annual Conference
Decision-tree induction to detect clinical mastitis with automatic milking
Computers and Electronics in Agriculture
Classification by vertical and cutting multi-hyperplane decision tree induction
Decision Support Systems
A novel ensemble machine learning for robust microarray data classification
Computers in Biology and Medicine
Patient-recognition data-mining model for BCG-plus interferon immunotherapy bladder cancer treatment
Computers in Biology and Medicine
International Journal of Computational Intelligence in Bioinformatics and Systems Biology
Anonymization of set-valued data via top-down, local generalization
Proceedings of the VLDB Endowment
A framework for the application of decision trees to the analysis of SNPs data
CIBCB'09 Proceedings of the 6th Annual IEEE conference on Computational Intelligence in Bioinformatics and Computational Biology
A standard expert system for weapon target assignment problem
SPECTS'09 Proceedings of the 12th international conference on Symposium on Performance Evaluation of Computer & Telecommunication Systems
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
Distributed Data Mining Methodology with Classification Model Example
ICCCI '09 Proceedings of the 1st International Conference on Computational Collective Intelligence. Semantic Web, Social Networks and Multiagent Systems
Modalities, Relations, and Learning
RelMiCS '09/AKA '09 Proceedings of the 11th International Conference on Relational Methods in Computer Science and 6th International Conference on Applications of Kleene Algebra: Relations and Kleene Algebra in Computer Science
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
A PSO-Based Classification Rule Mining Algorithm
ICIC '07 Proceedings of the 3rd International Conference on Intelligent Computing: Advanced Intelligent Computing Theories and Applications. With Aspects of Artificial Intelligence
Automatic Cluster Selection Using Index Driven Search Strategy
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 Improved Cluster Oriented Fuzzy Decision Trees
RSFDGrC '09 Proceedings of the 12th International Conference on Rough Sets, Fuzzy Sets, Data Mining and Granular Computing
A novel measure for evaluating classifiers
Expert Systems with Applications: An International Journal
Criteria to evaluate approximate belief network representations in expert systems
Decision Support Systems
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
A linguistic CMAC equivalent to a linguistic decision tree for classification
IJCNN'09 Proceedings of the 2009 international joint conference on Neural Networks
IJCNN'09 Proceedings of the 2009 international joint conference on Neural Networks
Adaptive Detection of Design Flaws
Electronic Notes in Theoretical Computer Science (ENTCS)
A comparison of machine-learning algorithms for dynamic scheduling of flexible manufacturing systems
Engineering Applications of Artificial Intelligence
Environmental Modelling & Software
A novel manufacturing defect detection method using association rule mining techniques
Expert Systems with Applications: An International Journal
Discovering conjecturable rules through tree-based clustering analysis
Expert Systems with Applications: An International Journal
Expert Systems with Applications: An International Journal
MMDT: a multi-valued and multi-labeled decision tree classifier for data mining
Expert Systems with Applications: An International Journal
Targeting customers via discovery knowledge for the insurance industry
Expert Systems with Applications: An International Journal
On preprocessing data for financial credit risk evaluation
Expert Systems with Applications: An International Journal
XKey: A tool for the generation of identification keys
Expert Systems with Applications: An International Journal
Mining changes in association rules: a fuzzy approach
Fuzzy Sets and Systems
Information-theoretic measures of uncertainty for rough sets and rough relational databases
Information Sciences: an International Journal
Decision tree learning with fuzzy labels
Information Sciences: an International Journal
A comparison of classification accuracy of four genetic programming-evolved intelligent structures
Information Sciences: an International Journal
Adherence clustering: an efficient method for mining market-basket clusters
Information Systems
Upper entropy of credal sets. Applications to credal classification
International Journal of Approximate Reasoning
Learning hybrid Bayesian networks using mixtures of truncated exponentials
International Journal of Approximate Reasoning
A forward-backward Monte Carlo method for solving influence diagrams
International Journal of Approximate Reasoning
Pixel-by-pixel base representation in image classification from Cherenkov telescopes
AIA '08 Proceedings of the 26th IASTED International Conference on Artificial Intelligence and Applications
Learning fuzzy concept hierarchy and measurement with node labeling
Information Systems Frontiers
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
Elgasir: an algorithm for creating fuzzy regression trees
FUZZ-IEEE'09 Proceedings of the 18th international conference on Fuzzy Systems
Knowledge induction from medical databases with higher-order programming
WSEAS Transactions on Information Science and Applications
Considering application domain ontologies for data mining
WSEAS Transactions on Information Science and Applications
Learning URL patterns for webpage de-duplication
Proceedings of the third ACM international conference on Web search and data mining
Improving software-quality predictions with data sampling and boosting
IEEE Transactions on Systems, Man, and Cybernetics, Part A: Systems and Humans
Multi-stage decision tree based on inter-class and inner-class margin of SVM
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
Learning of model parameters for fault diagnosis in wireless networks
Wireless Networks
A study of the effect of different types of noise on the precision of supervised learning techniques
Artificial Intelligence Review
Efficient prediction methods for selecting effective siRNA sequences
Computers in Biology and Medicine
Simulated evaluation of faceted browsing based on feature selection
Multimedia Tools and Applications
Induction over Strategic Agents
Information Systems Research
Learning first order fuzzy logic rules
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 by discovering conflicts
AI'03 Proceedings of the 16th Canadian society for computational studies of intelligence conference on Advances in artificial intelligence
Development of a robust data mining method using CBFS and RSM
PSI'06 Proceedings of the 6th international Andrei Ershov memorial conference on Perspectives of systems informatics
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
A set of data mining models to classify credit cardholder behavior
ICCS'03 Proceedings of the 2003 international conference on Computational science: PartII
MCS'07 Proceedings of the 7th international conference on Multiple classifier systems
Wise breeding GA via machine learning techniques for function optimization
GECCO'03 Proceedings of the 2003 international conference on Genetic and evolutionary computation: PartI
Specifying evolutionary algorithms in XML
IWANN'03 Proceedings of the Artificial and natural neural networks 7th international conference on Computational methods in neural modeling - Volume 1
Consistency based attribute reduction
PAKDD'07 Proceedings of the 11th Pacific-Asia conference on Advances in knowledge discovery and data mining
A machine learning approach to detecting instantaneous cognitive states from fMRI data
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
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
PRICAI'00 Proceedings of the 6th Pacific Rim international conference on Artificial intelligence
Collaborative filtering with the simple Bayesian classifier
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
Minimal attribute space bias for attribute reduction
RSKT'07 Proceedings of the 2nd international conference on Rough sets and knowledge technology
Content-based recommendation systems
The adaptive web
The adaptive web
Development of a job stress evaluation methodology using data mining and RSM
ICOST'07 Proceedings of the 5th international conference on Smart homes and health telematics
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
Automated assumption generation for compositional verification
CAV'07 Proceedings of the 19th international conference on Computer aided verification
Enhancing just-in-time e-learning through machine learning on desktop context sensors
CONTEXT'07 Proceedings of the 6th international and interdisciplinary conference on Modeling and using context
KES'07/WIRN'07 Proceedings of the 11th international conference, KES 2007 and XVII Italian workshop on neural networks conference on Knowledge-based intelligent information and engineering systems: Part I
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
Fusion coding of correlated sources for storage and selective retrieval
IEEE Transactions on Signal Processing
Mining learners' behavior in accessing web-based interface
Edutainment'07 Proceedings of the 2nd international conference on Technologies for e-learning and digital entertainment
Selection of important attributes for medical diagnosis systems
Transactions on rough sets VII
Hybrid rough sets intelligent system architecture for survival analysis
Transactions on rough sets VII
The impact of random samples in ensemble classifiers
Proceedings of the 2010 ACM Symposium on Applied Computing
Towards the induction of terminological decision trees
Proceedings of the 2010 ACM Symposium on Applied Computing
An ontology-based software framework to provide educational data mining
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
Positive approximation: An accelerator for attribute reduction in rough set theory
Artificial Intelligence
Weighted instance-based learning using representative intervals
MICAI'07 Proceedings of the artificial intelligence 6th Mexican international conference on Advances in artificial intelligence
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
ICIC'07 Proceedings of the intelligent computing 3rd international conference on Advanced intelligent computing theories and applications
Database implementation of a model-free classifier
ADBIS'07 Proceedings of the 11th East European conference on Advances in databases and information systems
PReMI'07 Proceedings of the 2nd international conference on Pattern recognition and machine intelligence
Image segmentation using automatic seeded region growing and instance-based learning
CIARP'07 Proceedings of the Congress on pattern recognition 12th Iberoamerican conference on Progress in pattern recognition, image analysis and applications
A novel hybrid Taguchi-Grey-based method for feature subset selection
CIARP'07 Proceedings of the Congress on pattern recognition 12th Iberoamerican conference on Progress in pattern recognition, image analysis and applications
Lightweight model bases and table-driven modeling
DASFAA'07 Proceedings of the 12th international conference on Database systems for advanced applications
Data quality enhancement of databases using ontologies and inductive reasoning
OTM'07 Proceedings of the 2007 OTM Confederated international conference on On the move to meaningful internet systems: CoopIS, DOA, ODBASE, GADA, and IS - Volume Part I
NOLISP'07 Proceedings of the 2007 international conference on Advances in nonlinear speech processing
SIM-PDT: a similarity based possibilistic decision tree approach
FoIKS'08 Proceedings of the 5th international conference on Foundations of information and knowledge systems
Cost-sensitive classifier evaluation using cost curves
PAKDD'08 Proceedings of the 12th Pacific-Asia conference on Advances in knowledge discovery and data mining
Generation of globally relevant continuous features for classification
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
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
Expert Systems with Applications: An International Journal
Dealing with variability in context-aware mobile software
Journal of Systems and Software
A new node splitting measure for decision tree construction
Pattern Recognition
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
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
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
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
Authorship analysis in cybercrime investigation
ISI'03 Proceedings of the 1st NSF/NIJ conference on Intelligence and security informatics
Techniques for solving the large-scale classification problem in Chinese handwriting recognition
SACH'06 Proceedings of the 2006 conference on Arabic and Chinese handwriting recognition
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
Text and hypertext categorization
Artificial intelligence
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
Co-training with relevant random subspaces
Neurocomputing
Providing user context for mobile and social networking applications
Pervasive and Mobile Computing
TMiner aspects: Crosscutting concerns in the TMiner component-based data mining framework
Expert Systems with Applications: An International Journal
Cooperative fuzzy rulebase construction based on a novel fuzzy decision tree
IIT'09 Proceedings of the 6th international conference on Innovations in information technology
Sensor network based vehicle classification and license plate identification system
INSS'09 Proceedings of the 6th international conference on Networked sensing systems
Rough set-based decision tree construction algorithm
ICCSA'07 Proceedings of the 2007 international conference on Computational science and its applications - Volume Part I
Journal of Computational Methods in Sciences and Engineering
Feature interval learning algorithms for classification
Knowledge-Based Systems
Journal of Systems and Software
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
Classification integration and reclassification using constraint databases
Artificial Intelligence in Medicine
Visual summaries of data: a spatial hypertext approach to user feedback
Proceedings of the 21st ACM conference on Hypertext and hypermedia
Lexicographic multi-objective evolutionary induction of decision trees
International Journal of Bio-Inspired Computation
Text-based video content classification for online video-sharing sites
Journal of the American Society for Information Science and Technology
A two-stage clustering approach for multi-region segmentation
Expert Systems with Applications: An International Journal
Selecting features from multiple feature sets for SVM committee-based screening of human larynx
Expert Systems with Applications: An International Journal
Robot execution failure prediction using incomplete data
ROBIO'09 Proceedings of the 2009 international conference on Robotics and biomimetics
A framework for use of imprecise categorization in developing intelligent systems
IEEE Transactions on Fuzzy Systems
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
Focusing solutions for data mining: analytical studies and experimental results in real-world domains
Data mining with differential privacy
Proceedings of the 16th ACM SIGKDD international conference on Knowledge discovery and data mining
Artificial Intelligence in Medicine
Ensemble missing data techniques for software effort prediction
Intelligent Data Analysis
Expert Systems with Applications: An International Journal
Vertical bagging decision trees model for credit scoring
Expert Systems with Applications: An International Journal
Expert Systems with Applications: An International Journal
A comparative analysis of machine learning techniques for student retention management
Decision Support Systems
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
A method for Vietnamese text normalization to improve the quality of speech synthesis
Proceedings of the 2010 Symposium on Information and Communication Technology
Detecting spammers with SNARE: spatio-temporal network-level automatic reputation engine
SSYM'09 Proceedings of the 18th conference on USENIX security symposium
Learning and representation change
AAAI'87 Proceedings of the sixth National conference on Artificial intelligence - Volume 2
Enhancing the classification accuracy by scatter-search-based ensemble approach
Applied Soft Computing
Dialogue-oriented review summary generation for spoken dialogue recommendation systems
HLT '10 Human Language Technologies: The 2010 Annual Conference of the North American Chapter of the Association for Computational Linguistics
Context-based services selection and recommendation through P-learning platform
ITHET'10 Proceedings of the 9th international conference on Information technology based higher education and training
Hierarchical fuzzy clustering decision tree for classifying recipes of ion implanter
Expert Systems with Applications: An International Journal
Towards Argumentation-based Multiagent Induction
Proceedings of the 2010 conference on ECAI 2010: 19th European Conference on Artificial Intelligence
Learning and representation change
AAAI'87 Proceedings of the sixth National conference on Artificial intelligence - Volume 2
Expecting the unexpected: detecting and reacting to unplanned-for world states
AAAI'96 Proceedings of the thirteenth national conference on Artificial intelligence - Volume 2
Very fast decision table execution of propositional expert systems
AAAI'90 Proceedings of the eighth National conference on Artificial intelligence - Volume 1
What should be minimized in a decision tree?
AAAI'90 Proceedings of the eighth National conference on Artificial intelligence - Volume 2
Inductive learning in probabilistic domain
AAAI'90 Proceedings of the eighth National conference on Artificial intelligence - Volume 2
Changing the rules: a comprehensive approach to theory refinement
AAAI'90 Proceedings of the eighth National conference on Artificial intelligence - Volume 2
Inductive learning in a mixed paradigm setting
AAAI'90 Proceedings of the eighth National conference on Artificial intelligence - Volume 2
Two case studies in cost-sensitive concept acquisition
AAAI'90 Proceedings of the eighth National conference on Artificial intelligence - Volume 2
Refinement of approximate domain theories by knowledge-based neural networks
AAAI'90 Proceedings of the eighth National conference on Artificial intelligence - Volume 2
Learning with many irrelevant features
AAAI'91 Proceedings of the ninth National conference on Artificial intelligence - Volume 2
Error-correcting output codes: a general method for improving multiclass inductive learning programs
AAAI'91 Proceedings of the ninth National conference on Artificial intelligence - Volume 2
Cost-sensitive reinforcement learning for adaptive classification and control
AAAI'91 Proceedings of the ninth National conference on Artificial intelligence - Volume 2
Inference and analysis of formal models of botnet command and control protocols
Proceedings of the 17th ACM conference on Computer and communications security
Towards learning rules from natural texts
FAM-LbR '10 Proceedings of the NAACL HLT 2010 First International Workshop on Formalisms and Methodology for Learning by Reading
Learning to learn decision trees
AAAI'92 Proceedings of the tenth national conference on Artificial intelligence
A personal learning apprentice
AAAI'92 Proceedings of the tenth national conference on Artificial intelligence
The attribute selection problem in decision tree generation
AAAI'92 Proceedings of the tenth national conference on Artificial intelligence
ChiMerge: discretization of numeric attributes
AAAI'92 Proceedings of the tenth national conference on Artificial intelligence
Complementary discrimination learning with decision lists
AAAI'92 Proceedings of the tenth national conference on Artificial intelligence
Using symbolic learning to improve knowledge-based neural networks
AAAI'92 Proceedings of the tenth national conference on Artificial intelligence
Empirical analysis of the general utility problem in machine learning
AAAI'92 Proceedings of the tenth national conference on Artificial intelligence
Learning engineering models with the minimum description length principle
AAAI'92 Proceedings of the tenth national conference on Artificial intelligence
Projective visualization: acting from experience
AAAI'93 Proceedings of the eleventh national conference on Artificial intelligence
Building models to support synthesis in early stage product design
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
AAAI'93 Proceedings of the eleventh national conference on Artificial intelligence
Comprehensibility improvement of tabular knowledge bases
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
Pattern discovery in distributed databases
AAAI'97/IAAI'97 Proceedings of the fourteenth national conference on artificial intelligence and ninth conference on Innovative applications of artificial intelligence
Detecting and reacting to unplanned-for world states
AAAI'97/IAAI'97 Proceedings of the fourteenth national conference on artificial intelligence and ninth conference on Innovative applications of artificial intelligence
Selecting useful features for personal credit risk analysis
International Journal of Business Information Systems
Temporal data classification using linear classifiers
Information Systems
Relevance-index size tradeoff in contextual advertising
CIKM '10 Proceedings of the 19th ACM international conference on Information and knowledge management
Web based prediction for diabetes treatment
Future Generation Computer Systems
Knowledge-Based Systems
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
MC-tree: Improving Bayesian anytime classification
SSDBM'10 Proceedings of the 22nd international conference on Scientific and statistical database management
IPMU'10 Proceedings of the Computational intelligence for knowledge-based systems design, and 13th international conference on Information processing and management of uncertainty
A decision support system for usability evaluation of web-based information systems
Expert Systems with Applications: An International Journal
A three-stage approach to the automated scoring of spontaneous spoken responses
Computer Speech and Language
Enhanced foundry production control
DEXA'10 Proceedings of the 21st international conference on Database and expert systems applications: Part I
Prediction of breast cancer biopsy outcomes using a distributed genetic programming approach
Proceedings of the 1st ACM International Health Informatics Symposium
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
Knowledge modelling to support inquiry learning tasks
KSEM'10 Proceedings of the 4th international conference on Knowledge science, engineering and management
KSEM'10 Proceedings of the 4th international conference on Knowledge science, engineering and management
ADBIS'10 Proceedings of the 14th east European conference on Advances in databases and information systems
The classification game: complexity regularization through interaction
COIN'09 Proceedings of the 5th international conference on Coordination, organizations, institutions, and norms in agent systems
Adaptive and generic corner detection based on the accelerated segment test
ECCV'10 Proceedings of the 11th European conference on Computer vision: 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
Induction of concepts in web ontologies through terminological decision trees
ECML PKDD'10 Proceedings of the 2010 European conference on Machine learning and knowledge discovery in databases: Part I
Approximate inference in Bayesian networks using binary probability trees
International Journal of Approximate Reasoning
Rough set based approaches to feature selection for Case-Based Reasoning classifiers
Pattern Recognition Letters
EDLRT: Entropy-based dummy variables logistic regression tree
Intelligent Data Analysis
The Effects and Interactions of Data Quality and Problem Complexity on Classification
Journal of Data and Information Quality (JDIQ)
Syskill & webert: Identifying interesting web sites
AAAI'96 Proceedings of the thirteenth national conference on Artificial intelligence - Volume 1
Scaling up: distributed machine learning with cooperation
AAAI'96 Proceedings of the thirteenth national conference on Artificial intelligence - Volume 1
Improving case retrieval by remembering questions
AAAI'96 Proceedings of the thirteenth national conference on Artificial intelligence - Volume 1
Source selection for analogical reasoning an empirical approach
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
Identifying and eliminating mislabeled training instances
AAAI'96 Proceedings of the thirteenth national conference on Artificial intelligence - Volume 1
Argumentation-based Example Interchange for Multiagent Induction
Proceedings of the 2010 conference on Artificial Intelligence Research and Development: Proceedings of the 13th International Conference of the Catalan Association for Artificial Intelligence
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
Distributed data mining methodology for clustering and classification model
ICAISC'10 Proceedings of the 10th international conference on Artificial intelligence and soft computing: Part I
Using feature selection approaches to find the dependent features
ICAISC'10 Proceedings of the 10th international conference on Artificial intelligence and soft computing: Part I
Improving induction decision trees with parallel genetic programming
EUROMICRO-PDP'02 Proceedings of the 10th Euromicro conference on Parallel, distributed and network-based processing
Extending l-diversity to generalize sensitive data
Data & Knowledge Engineering
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
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
Internet traffic classification demystified: on the sources of the discriminative power
Proceedings of the 6th International COnference
Expert Systems with Applications: An International Journal
Effect of number of features on classification of roller bearing faults using SVM and PSVM
Expert Systems with Applications: An International Journal
Unsupervised image retrieval framework based on rule base system
Expert Systems with Applications: An International Journal
Supporting image retrieval framework with rule base system
Knowledge-Based Systems
Computer Methods and Programs in Biomedicine
Efficient decision tree for protocol analysis in intrusion detection
International Journal of Security and Networks
Exploiting the systematic review protocol for classification of medical abstracts
Artificial Intelligence in Medicine
Pattern recognition techniques for the classification of malware packers
ACISP'10 Proceedings of the 15th Australasian conference on Information security and privacy
From Bayesian classifiers to possibilistic classifiers for numerical data
SUM'10 Proceedings of the 4th international conference on Scalable uncertainty management
Methods and algorithms of information generalization in noisy databases
MICAI'10 Proceedings of the 9th Mexican international conference on Artificial intelligence conference on Advances in soft computing: Part II
MICAI'10 Proceedings of the 9th Mexican international conference on Artificial intelligence conference on Advances in soft computing: Part II
1-vs-others rough decision forest
RSKT'10 Proceedings of the 5th international conference on Rough set and knowledge technology
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
Using classification methods to evaluate attribute disclosure risk
MDAI'10 Proceedings of the 7th international conference on Modeling decisions for artificial intelligence
An efficient classifier design integrating rough set and set oriented database operations
Applied Soft Computing
TaxoFolk: A hybrid taxonomy-folksonomy structure for knowledge classification and navigation
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
Learning website hierarchies for keyword enrichment in contextual advertising
Proceedings of the fourth ACM international conference on Web search and data mining
Inferring compact models of communication protocol entities
ISoLA'10 Proceedings of the 4th international conference on Leveraging applications of formal methods, verification, and validation - Volume Part I
Query strategy for sequential ontology debugging
ISWC'10 Proceedings of the 9th international semantic web conference on The semantic web - Volume Part I
A hybrid particle swarm optimization approach for clustering and classification of datasets
Knowledge-Based Systems
Pattern Recognition Letters
Learning to ask the right questions to help a learner learn
Proceedings of the 16th international conference on Intelligent user interfaces
Semi-supervised multi-class Adaboost by exploiting unlabeled data
Expert Systems with Applications: An International Journal
An efficient classifier design integrating Rough Set and Dempster-Shafer Theory
International Journal of Artificial Intelligence and Soft Computing
Decision trees in stock market analysis: construction and validation
IEA/AIE'10 Proceedings of the 23rd international conference on Industrial engineering and other applications of applied intelligent systems - Volume Part I
IEA/AIE'10 Proceedings of the 23rd international conference on Industrial engineering and other applications of applied intelligent systems - Volume Part I
Inducing decision trees from medical decision processes
KR4HC'10 Proceedings of the ECAI 2010 conference on Knowledge representation for health-care
Making electronic contracting operational and trustworthy
IBERAMIA'10 Proceedings of the 12th Ibero-American conference on Advances in artificial intelligence
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
Tree Decomposition for Large-Scale SVM Problems
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
Purifying data by machine learning with certainty levels
Proceedings of the Third International Workshop on Reliability, Availability, and Security
A predictive model for cerebrovascular disease using data mining
Expert Systems with Applications: An International Journal
Human and robot perception in large-scale learning from demonstration
Proceedings of the 6th international conference on Human-robot interaction
Classification of melanomas in situ using knowledge discovery with explained case-based reasoning
Artificial Intelligence in Medicine
DDoS detection and traceback with decision tree and grey relational analysis
International Journal of Ad Hoc and Ubiquitous Computing
Learning random forests for ranking
Frontiers of Computer Science in China
Face recognition with decision tree-based local binary patterns
ACCV'10 Proceedings of the 10th Asian conference on Computer vision - Volume Part IV
Recommendation system for localized products in vending machines
Expert Systems with Applications: An International Journal
A hybrid feature selection method for DNA microarray data
Computers in Biology and Medicine
User Modeling and User-Adapted Interaction
An investigation of interruptions and resumptions in multi-tasking dialogues
Computational Linguistics
SimPaD: A word-similarity sentence-based plagiarism detection tool on Web documents
Web Intelligence and Agent Systems
A statistical data mining approach in bacteriology for bacterial identification
International Journal of Data Analysis Techniques and Strategies
A root cause localization model for large scale systems
HotDep'05 Proceedings of the First conference on Hot topics in system dependability
HotDep'06 Proceedings of the Second conference on Hot topics in system dependability
Evolutionary flexible neural networks for intrusion detection system
ACOS'06 Proceedings of the 5th WSEAS international conference on Applied computer science
Development of a data mining methodology using robust design
ACOS'06 Proceedings of the 5th WSEAS international conference on Applied computer science
Expert Systems with Applications: An International Journal
Expert Systems with Applications: An International Journal
Learning search heuristics for finding objects in structured environments
Robotics and Autonomous Systems
Intrusion detection and response system generator: using transferred belief model
AEE'05 Proceedings of the 4th WSEAS international conference on Applications of electrical engineering
Describing data table with best decision
SMO'05 Proceedings of the 5th WSEAS international conference on Simulation, modelling and optimization
Discovering characteristics of aberrant driving behavior
SMO'05 Proceedings of the 5th WSEAS international conference on Simulation, modelling and optimization
SEEN: a semantic dependency analyzer for Chinese
ICCOMP'06 Proceedings of the 10th WSEAS international conference on Computers
Conducting term alignment of a dataset without data provider identification
ICCOMP'06 Proceedings of the 10th WSEAS international conference on Computers
Modelling teens clothing fashion preferences using machine learning
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 accentuation of words for Slovenian TTS system
SIP'06 Proceedings of the 5th WSEAS international conference on Signal processing
Inelligent ensemble system aids osteoporosis early detection
EC'05 Proceedings of the 6th WSEAS international conference on Evolutionary computing
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
Optimized fuzzy decision tree using genetic algorithm
ICONIP'06 Proceedings of the 13th international conference on Neural information processing - Volume Part III
Garbage collection auto-tuning for Java mapreduce on multi-cores
Proceedings of the international symposium on Memory management
Gene selection and classification using Taguchi chaotic binary particle swarm optimization
Expert Systems with Applications: An International Journal
Modeling net ecosystem metabolism with an artificial neural network and Bayesian belief network
Environmental Modelling & Software
A parallel random forest classifier for R
Proceedings of the second international workshop on Emerging computational methods for the life sciences
Two methods for assessing oral reading prosody
ACM Transactions on Speech and Language Processing (TSLP)
Correntropy based feature selection using binary projection
Pattern Recognition
Towards the automatic design of decision tree induction algorithms
Proceedings of the 13th annual conference companion on Genetic and evolutionary computation
Semi-supervised relation extraction with large-scale word clustering
HLT '11 Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics: Human Language Technologies - Volume 1
Supervised and semi-supervised online boosting tree for industrial machine vision application
Proceedings of the Fifth International Workshop on Knowledge Discovery from Sensor Data
Assessing the maintainability of software product line feature models using structural metrics
Software Quality Control
Homomorphic signatures for polynomial functions
EUROCRYPT'11 Proceedings of the 30th Annual international conference on Theory and applications of cryptographic techniques: advances in cryptology
Automatic identification of ontology versions using machine learning techniques
ESWC'11 Proceedings of the 8th extended semantic web conference on The semantic web: research and applications - Volume Part I
TAMC'11 Proceedings of the 8th annual conference on Theory and applications of models of computation
Classification tree generation constrained with variable weights
IWINAC'11 Proceedings of the 4th international conference on Interplay between natural and artificial computation - Volume Part I
An unsupervised heuristic-based approach for bibliographic metadata deduplication
Information Processing and Management: an International Journal
An efficient statistical feature selection approach for classification of gene expression data
Journal of Biomedical Informatics
Learning interpretable fuzzy inference systems with FisPro
Information Sciences: an International Journal
Scaling up heuristic planning with relational decision trees
Journal of Artificial Intelligence Research
Hierarchical behaviours: getting the most bang for your bit
ECAL'09 Proceedings of the 10th European conference on Advances in artificial life: Darwin meets von Neumann - Volume Part II
An instance selection algorithm based on reverse nearest neighbor
PAKDD'11 Proceedings of the 15th Pacific-Asia conference on Advances in knowledge discovery and data mining - Volume Part I
Canadian AI'11 Proceedings of the 24th Canadian conference on Advances in artificial intelligence
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
Controlling the prediction accuracy by adjusting the abstraction levels
HAIS'11 Proceedings of the 6th international conference on Hybrid artificial intelligent systems - Volume Part I
A hybrid intelligent system for generic decision for PID controllers design in open-loop
HAIS'11 Proceedings of the 6th international conference on Hybrid artificial intelligent systems - Volume Part II
An automatic text comprehension classifier based on mental models and latent semantic features
i-KNOW '11 Proceedings of the 11th International Conference on Knowledge Management and Knowledge Technologies
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
Opinion classification techniques applied to a Spanish corpus
NLDB'11 Proceedings of the 16th international conference on Natural language processing and information systems
An automated prompting system for smart environments
ICOST'11 Proceedings of the 9th international conference on Toward useful services for elderly and people with disabilities: smart homes and health telematics
Dynamic successive feed-forward neural network for learning fuzzy decision tree
RSFDGrC'11 Proceedings of the 13th international conference on Rough sets, fuzzy sets, data mining and granular computing
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
Bias of importance measures for multi-valued attributes and solutions
ICANN'11 Proceedings of the 21st international conference on Artificial neural networks - Volume Part II
ETree miner: a new GUHA procedure for building exploration trees
ISMIS'11 Proceedings of the 19th international conference on Foundations of intelligent systems
A review on automatic image annotation techniques
Pattern Recognition
Fuzzy semi-supervised support vector machines
MLDM'11 Proceedings of the 7th international conference on Machine learning and data mining in pattern recognition
Boosting inspired process for improving AUC
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
Learning from label proportions by optimizing cluster model selection
ECML PKDD'11 Proceedings of the 2011 European conference on Machine learning and knowledge discovery in databases - Volume Part III
System on chip coprocessors for high speed image feature detection and matching
ACIVS'11 Proceedings of the 13th international conference on Advanced concepts for intelligent vision systems
Classification knowledge discovery in mold tooling test using decision tree algorithm
Journal of Intelligent Manufacturing
Measuring the amount of knowledge for atanassov's intuitionistic fuzzy sets
WILF'11 Proceedings of the 9th international conference on Fuzzy logic and applications
Pareto-optimality of oblique decision trees from evolutionary algorithms
Journal of Global Optimization
A graph model for mutual information based clustering
Journal of Intelligent Information Systems
Calculation and optimization of thresholds for sets of software metrics
Empirical Software Engineering
Genetic algorithms to simplify prognosis of endocarditis
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
Thinned-ECOC ensemble based on sequential code shrinking
Expert Systems with Applications: An International Journal
Decision tree based light weight intrusion detection using a wrapper approach
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
Features selection in character recognition with random forest classifier
ICCCI'11 Proceedings of the Third international conference on Computational collective intelligence: technologies and applications - Volume Part I
Clustering and classification techniques for blind predictions of reservoir facies
AI*IA'11 Proceedings of the 12th international conference on Artificial intelligence around man and beyond
A situation-aware computational trust model for selecting partners
Transactions on computational collective intelligence V
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
Fuzzy ID3 algorithm based on generating Hartley measure
WISM'11 Proceedings of the 2011 international conference on Web information systems and mining - Volume Part II
MLMI'11 Proceedings of the Second international conference on Machine learning in medical imaging
Identifying mislabeled training data with the aid of unlabeled data
Applied Intelligence
KnowWE: a Semantic Wiki for knowledge engineering
Applied Intelligence
A framework proposal for ontologies usage in marketing databases
MEDI'11 Proceedings of the First international conference on Model and data engineering
Partitions, coverings, reducts and rule learning in rough set theory
RSKT'11 Proceedings of the 6th international conference on Rough sets and knowledge technology
Comparison of greedy algorithms for α-decision tree construction
RSKT'11 Proceedings of the 6th international conference on Rough sets and knowledge technology
Constructing an optimal decision tree for FAST corner point detection
RSKT'11 Proceedings of the 6th international conference on Rough sets and knowledge technology
Journal of Artificial Intelligence Research
Classification of GPCRs Using Family Specific Motifs
IEEE/ACM Transactions on Computational Biology and Bioinformatics (TCBB)
Polarity analysis of texts using discourse structure
Proceedings of the 20th ACM international conference on Information and knowledge management
Comparison of machine learning methods for classifying aphasic and non-aphasic speakers
Computer Methods and Programs in Biomedicine
Re-mining item associations: Methodology and a case study in apparel retailing
Decision Support Systems
A GRASP method for building classification trees
Expert Systems with Applications: An International Journal
Expert Systems with Applications: An International Journal
FSKNN: Multi-label text categorization based on fuzzy similarity and k nearest neighbors
Expert Systems with Applications: An International Journal
An evaluation of local interest regions for non-rigid object class recognition
Expert Systems with Applications: An International Journal
Feasibility study of utility-directed behaviour for computer game agents
Proceedings of the 8th International Conference on Advances in Computer Entertainment Technology
Review: Bayesian networks in environmental modelling
Environmental Modelling & Software
Interpolating conditional density trees
UAI'02 Proceedings of the Eighteenth conference on Uncertainty in artificial intelligence
Building a stochastic dynamic model of application use
UAI'00 Proceedings of the Sixteenth conference on Uncertainty in artificial intelligence
An anytime algorithm for decision making under uncertainty
UAI'98 Proceedings of the Fourteenth conference on Uncertainty in artificial intelligence
Generating the structure of a fuzzy rule under uncertainty
UAI'95 Proceedings of the Eleventh conference on Uncertainty in artificial intelligence
Flexible policy construction by information refinement
UAI'96 Proceedings of the Twelfth 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
An investigation of TREPAN utilising a continuous oracle model
International Journal of Data Analysis Techniques and Strategies
Comparative analysis of data mining methods for bankruptcy prediction
Decision Support Systems
Immunity-based genetic algorithm for classification rule discovery
ICNC'05 Proceedings of the First international conference on Advances in Natural Computation - Volume Part II
Learning in BDI multi-agent systems
CLIMA IV'04 Proceedings of the 4th international conference on Computational Logic in Multi-Agent Systems
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
Integrating semantic templates with decision tree for image semantic learning
MMM'07 Proceedings of the 13th International conference on Multimedia Modeling - Volume Part II
A New Approach: Role of Data Mining in Prediction of Survival of Burn Patients
Journal of Medical Systems
k-Anonymous Decision Tree Induction
PKDD'06 Proceedings of the 10th European conference on Principle and Practice of Knowledge Discovery in Databases
Bagging using statistical queries
ECML'06 Proceedings of the 17th European conference on Machine Learning
Difference similitude method in knowledge reduction
FSKD'06 Proceedings of the Third international conference on Fuzzy Systems and Knowledge Discovery
Improvement of decision accuracy using discretization of continuous attributes
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
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
Machine learning for high-speed corner detection
ECCV'06 Proceedings of the 9th European conference on Computer Vision - Volume Part I
Temporal rating habits: a valuable tool for rating discrimination
Proceedings of the 2nd Challenge on Context-Aware Movie Recommendation
Development of a grid service for scalable decision tree construction from grid databases
PPAM'05 Proceedings of the 6th international conference on Parallel Processing and Applied Mathematics
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
A novel discretizer for knowledge discovery approaches based on rough sets
RSKT'06 Proceedings of the First international conference on Rough Sets and Knowledge Technology
A VPRSM based approach for inducing decision trees
RSKT'06 Proceedings of the First international conference on Rough Sets and Knowledge Technology
Classification rule mining based on particle swarm optimization
RSKT'06 Proceedings of the First international conference on Rough Sets and Knowledge Technology
Post supervised based learning of feature weight values
SETN'06 Proceedings of the 4th Helenic conference on Advances in Artificial Intelligence
Efficient inference in large discrete domains
UAI'03 Proceedings of the Nineteenth conference on Uncertainty in Artificial Intelligence
Theory refinement on Bayesian networks
UAI'91 Proceedings of the Seventh conference on Uncertainty 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
ALT'05 Proceedings of the 16th international conference on Algorithmic Learning Theory
WebKDD'04 Proceedings of the 6th international conference on Knowledge Discovery on the Web: advances in Web Mining and Web Usage Analysis
Privacy preserving decision tree in multi party environment
AIRS'05 Proceedings of the Second Asia conference on Asia Information Retrieval Technology
Adapting peepholing to regression trees
EPIA'05 Proceedings of the 12th Portuguese conference on Progress in Artificial Intelligence
A combinatorial transparent surface modeling from polarization images
IWCIA'04 Proceedings of the 10th international conference on Combinatorial Image Analysis
Intron identification approaches based on weighted features and fuzzy decision trees
Computers in Biology and Medicine
Leveraging k-NN for generic classification boosting
Neurocomputing
Constructing and evaluating alternative frames of discernment
International Journal of Approximate Reasoning
Development of a soldering quality classifier system using a hybrid data mining approach
Expert Systems with Applications: An International Journal
Expert Systems with Applications: An International Journal
Bucket Learning: Improving model quality through enhancing local patterns
Knowledge-Based Systems
An analytic approach to better understanding and management of coronary surgeries
Decision Support Systems
Prediction of construction litigation outcome – a case-based reasoning approach
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
Incorporating privacy concerns in data mining on distributed data
AIMSA'06 Proceedings of the 12th international conference on Artificial Intelligence: methodology, Systems, and Applications
Graph clustering based on structural similarity of fragments
Proceedings of the 2005 international conference on Federation over the Web
Rule induction for complete information systems in knowledge acquisition and classification
ICMLC'05 Proceedings of the 4th international conference on Advances in Machine Learning and Cybernetics
Conceptual modeling for classification mining in data warehouses
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
Examples of integration of induction and deduction in knowledge discovery
Reasoning, Action and Interaction in AI Theories and Systems
Learning opponent's preferences for effective negotiation: an approach based on concept learning
Autonomous Agents and Multi-Agent Systems
Data Mining and Knowledge Discovery
Hellinger distance decision trees are robust and skew-insensitive
Data Mining and Knowledge Discovery
Estimating the risk of fire outbreaks in the natural environment
Data Mining and Knowledge Discovery
Distributed knowledge acquisition for the automatic construction of integrated expert systems
Scientific and Technical Information Processing
A method for compiling general concepts with the use of temporal decision trees
Scientific and Technical Information Processing
A three-phase knowledge extraction methodology using learning classifier system
DEXA'05 Proceedings of the 16th international conference on Database and Expert Systems Applications
Multimedia content preference using the moving average technique
EC-Web'05 Proceedings of the 6th international conference on E-Commerce and Web Technologies
FSKD'05 Proceedings of the Second international conference on Fuzzy Systems and Knowledge Discovery - Volume Part II
Live logic™: method for approximate knowledge discovery and decision making
RSFDGrC'05 Proceedings of the 10th international conference on Rough Sets, Fuzzy Sets, Data Mining, and Granular Computing - Volume Part I
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
Rough set approach to sunspot classification problem
RSFDGrC'05 Proceedings of the 10th international conference on Rough Sets, Fuzzy Sets, Data Mining, and Granular Computing - Volume Part II
RSFDGrC'05 Proceedings of the 10th international conference on Rough Sets, Fuzzy Sets, Data Mining, and Granular Computing - Volume Part II
Efficient case based feature construction
ECML'05 Proceedings of the 16th European conference on Machine Learning
Learning named entity recognition in portuguese from spanish
CICLing'05 Proceedings of the 6th international conference on Computational Linguistics and Intelligent Text Processing
Recursive ECOC for microarray data classification
MCS'05 Proceedings of the 6th international conference on Multiple Classifier Systems
Extracting diagnostic knowledge from hepatitis dataset by decision tree graph-based induction
AM'03 Proceedings of the Second international conference on Active Mining
The tree-string problem: an artificial domain for structure and content search
EuroGP'05 Proceedings of the 8th European conference on Genetic Programming
LPD'04 Proceedings of the 2004 international conference on Local Pattern Detection
Optimized fuzzy classification using genetic algorithm
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
A multi-agent system for protein secondary structure prediction
Transactions on Computational Systems Biology 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
Feature selection method using preferences aggregation
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
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
A novel data mining method based on ant colony algorithm
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
Qualitative inference in possibilistic option decision trees
ECSQARU'05 Proceedings of the 8th European conference on Symbolic and Quantitative Approaches to Reasoning with Uncertainty
Privacy-Preserving decision trees over vertically partitioned data
DBSec'05 Proceedings of the 19th annual IFIP WG 11.3 working conference on Data and Applications Security
Bitmap index-based decision trees
ISMIS'05 Proceedings of the 15th international conference on Foundations of Intelligent Systems
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
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
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
Applying stacking and corpus transformation to a chunking task
EUROCAST'05 Proceedings of the 10th international conference on Computer Aided Systems Theory
Text similarity computing based on standard deviation
ICIC'05 Proceedings of the 2005 international conference on Advances in Intelligent Computing - Volume Part I
Predicting functional residues of protein sequence alignments as a feature selection task
International Journal of Data Mining and Bioinformatics
Expert Systems with Applications: An International Journal
Yet another induction algorithm
KES'05 Proceedings of the 9th international conference on Knowledge-Based Intelligent Information and Engineering Systems - Volume Part II
An implementation of learning classifier systems for rule-based machine learning
KES'05 Proceedings of the 9th international conference on Knowledge-Based Intelligent Information and Engineering Systems - Volume Part II
Breeding value classification in manchego sheep: a study of attribute selection and construction
KES'05 Proceedings of the 9th international conference on Knowledge-Based Intelligent Information and Engineering Systems - Volume Part II
Mining temporal data: a coal-fired boiler case study
KES'05 Proceedings of the 9th international conference on Knowledge-Based Intelligent Information and Engineering Systems - Volume Part III
Using boolean differences for discovering ill-defined attributes in propositional machine learning
MICAI'05 Proceedings of the 4th Mexican international conference on Advances in Artificial Intelligence
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
Syntactic decision tree LMs: random selection or intelligent design?
EMNLP '11 Proceedings of the Conference on Empirical Methods in Natural Language Processing
Classification rule mining with an improved ant colony algorithm
AI'04 Proceedings of the 17th Australian joint conference on Advances in Artificial Intelligence
Investigating ID3-Induced rules from low-dimensional data cleaned by complete case analysis
AI'04 Proceedings of the 17th Australian joint conference on Advances in Artificial Intelligence
Performance evaluation of an agent based distributed data mining system
AI'05 Proceedings of the 18th Canadian Society conference on Advances in Artificial Intelligence
ACRI'06 Proceedings of the 7th international conference on Cellular Automata for Research and Industry
TSD'06 Proceedings of the 9th international conference on Text, Speech and Dialogue
Gene Co-Adaboost: a semi-supervised approach for classifying gene expression data
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
Y-Means: an autonomous clustering algorithm
HAIS'10 Proceedings of the 5th international conference on Hybrid Artificial Intelligence Systems - Volume Part I
HAIS'10 Proceedings of the 5th international conference on Hybrid Artificial Intelligence Systems - Volume Part I
Bagging schemes on the presence of class noise in classification
Expert Systems with Applications: An International Journal
Expert Systems with Applications: An International Journal
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
Statistical inference method of user preference on broadcasting content
ICCS'05 Proceedings of the 5th international conference on Computational Science - Volume Part I
Movement analysis of medaka (Oryzias Latipes) for an insecticide using decision tree
DS'05 Proceedings of the 8th international conference on Discovery Science
Applying authorship analysis to arabic web content
ISI'05 Proceedings of the 2005 IEEE international conference on Intelligence and Security Informatics
ESORICS'05 Proceedings of the 10th European conference on Research in Computer Security
classifications of credit cardholder behavior by using multiple criteria non-linear programming
CASDMKM'04 Proceedings of the 2004 Chinese academy of sciences conference on Data Mining and Knowledge Management
Interactive ontology debugging: Two query strategies for efficient fault localization
Web Semantics: Science, Services and Agents on the World Wide Web
VisTree: generic decision tree inducer and visualizer
DNIS'10 Proceedings of the 6th international conference on Databases in Networked Information Systems
Ordinal classification with monotonicity constraints
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
Using representation choice methods for a medical diagnosis problem
KES'06 Proceedings of the 10th international conference on Knowledge-Based Intelligent Information and Engineering Systems - Volume Part III
Time complexity of decision trees
Transactions on Rough Sets III
Comparative analysis of deterministic and nondeterministic decision tree complexity local approach
Transactions on Rough Sets IV
Application of decision trees to smart homes
Designing Smart Homes
P300 wave detection based on rough sets
Transactions on Rough Sets V
Approximate boolean reasoning: foundations and applications in data mining
Transactions on Rough Sets V
Prisoners and chickens: gaze locations indicate bounded rationality
Proceedings of the Symposium on Eye Tracking Research and Applications
Computers and Industrial Engineering
Forecasting shanghai composite index based on fuzzy time series and improved C-fuzzy decision trees
Expert Systems with Applications: An International Journal
Statistical feature selection from chaos game representation for promoter recognition
ICCS'06 Proceedings of the 6th international conference on Computational Science - Volume Part II
Machine learning in a quantum world
AI'06 Proceedings of the 19th international conference on Advances in Artificial Intelligence: Canadian Society for Computational Studies of Intelligence
Dynamical e-commerce system for shopping mall site through mobile devices
DEECS'06 Proceedings of the Second international conference on Data Engineering Issues in E-Commerce and Services
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
A new version of the Fuzzy-ID3 algorithm
ICAISC'06 Proceedings of the 8th international conference on Artificial Intelligence and Soft Computing
Dynamically personalized web service system to mobile devices
FQAS'06 Proceedings of the 7th international conference on Flexible Query Answering Systems
Discrimination-Based criteria for the evaluation of classifiers
FQAS'06 Proceedings of the 7th international conference on Flexible Query Answering Systems
Privacy-Preserving data set union
PSD'06 Proceedings of the 2006 CENEX-SDC project international conference on Privacy in Statistical Databases
Extracting discriminative patterns from graph structured data using constrained search
PKAW'06 Proceedings of the 9th Pacific Rim Knowledge Acquisition international conference on Advances in Knowledge Acquisition and Management
PKAW'06 Proceedings of the 9th Pacific Rim Knowledge Acquisition international conference on Advances in Knowledge Acquisition and Management
Retrieving images for remote sensing applications
ICVGIP'06 Proceedings of the 5th Indian conference on Computer Vision, Graphics and Image Processing
Bagging decision trees on data sets with classification noise
FoIKS'10 Proceedings of the 6th international conference on Foundations of Information and Knowledge Systems
Identification of translationese: a machine learning approach
CICLing'10 Proceedings of the 11th international conference on Computational Linguistics and Intelligent Text Processing
Reduced attribute oriented inconsistency handling in decision generation
IDEAL'06 Proceedings of the 7th international conference on Intelligent Data Engineering and Automated Learning
Mining schemas in semi-structured data using fuzzy decision trees
ICCSA'05 Proceedings of the 2005 international conference on Computational Science and Its Applications - Volume Part IV
A multicriteria fuzzy decision system to sort contaminated soils
MDAI'06 Proceedings of the Third international conference on Modeling Decisions for Artificial Intelligence
Predicting and analyzing secondary education placement-test scores: A data mining approach
Expert Systems with Applications: An International Journal
Review: Computational intelligence in mass soldering of electronics - A survey
Expert Systems with Applications: An International Journal
Unsupervised and supervised learning in cascade for petroleum geology
Expert Systems with Applications: An International Journal
Expert Systems with Applications: An International Journal
Nearest-neighbor-based approach to time-series classification
Decision Support Systems
Multi-lingual detection of terrorist content on the web
WISI'06 Proceedings of the 2006 international conference on Intelligence and Security Informatics
Is feature selection still necessary?
SLSFS'05 Proceedings of the 2005 international conference on Subspace, Latent Structure and Feature Selection
ICICA'11 Proceedings of the Second international conference on Information Computing and Applications
New developments of determinacy analysis
ADMA'11 Proceedings of the 7th international conference on Advanced Data Mining and Applications - Volume Part II
An information theoretic approach to sentiment polarity classification
Proceedings of the 2nd Joint WICOW/AIRWeb Workshop on Web Quality
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
Closed-Label concept lattice based rule extraction approach
ICIC'11 Proceedings of the 7th international conference on Intelligent Computing: bio-inspired computing and applications
Certainty upon empirical distributions
PAKDD'11 Proceedings of the 15th international conference on New Frontiers in Applied Data Mining
Online modeling of proactive moderation system for auction fraud detection
Proceedings of the 21st international conference on World Wide Web
Finding suits in images of people
MMM'12 Proceedings of the 18th international conference on Advances in Multimedia Modeling
A rule-based method for identifying the factor structure in customer satisfaction
Information Sciences: an International Journal
WSEAS Transactions on Information Science and Applications
A Practical Differentially Private Random Decision Tree Classifier
Transactions on Data Privacy
Automated text classification using a dynamic artificial neural network model
Expert Systems with Applications: An International Journal
Information Processing and Management: an International Journal
Improving customer retention in financial services using kinship network information
Expert Systems with Applications: An International Journal
An annotation rule extraction algorithm for image retrieval
Pattern Recognition Letters
Artificial Intelligence in Medicine
Two New Prediction-Driven Approaches to Discrete Choice Prediction
ACM Transactions on Management Information Systems (TMIS)
Artificial Intelligence in Medicine
Active subgroup mining: a case study in coronary heart disease risk group detection
Artificial Intelligence in Medicine
Extraction of diagnostic rules using recursive partitioning systems: A comparison of two approaches
Artificial Intelligence in Medicine
Automated design of diagnostic systems
Artificial Intelligence in Medicine
A combined neural network and decision trees model for prognosis of breast cancer relapse
Artificial Intelligence in Medicine
Paper: A support for decision-making: Cost-sensitive learning system
Artificial Intelligence in Medicine
Inducing diagnostic rules for glomerular disease with the DLG machine learning algorithm
Artificial Intelligence in Medicine
Paper: Learning and discovery from a clinical database: An incremental concept formation approach
Artificial Intelligence in Medicine
Improving medical decision trees by combining relevant health-care criteria
Expert Systems with Applications: An International Journal
An efficient rough feature selection algorithm with a multi-granulation view
International Journal of Approximate Reasoning
Hybrid dynamic k-nearest-neighbour and distance and attribute weighted method for classification
International Journal of Computer Applications in Technology
Research of neural network classifier based on FCM and PSO for breast cancer classification
HAIS'12 Proceedings of the 7th international conference on Hybrid Artificial Intelligent Systems - Volume Part I
Inductive learning models with missing values
Mathematical and Computer Modelling: An International Journal
Unsupervised generation of data mining features from linked open data
Proceedings of the 2nd International Conference on Web Intelligence, Mining and Semantics
Asynchronous active values for client-side interactive service coordination
Proceedings of the International Working Conference on Advanced Visual Interfaces
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
Data mining in the process of localization and classification of subcorticals structures
Proceedings of the 6th Euro American Conference on Telematics and Information Systems
An approach to guided learning of boolean functions
Mathematical and Computer Modelling: An International Journal
Test-cost-sensitive attribute reduction
Information Sciences: an International Journal
Credit card churn forecasting by logistic regression and decision tree
Expert Systems with Applications: An International Journal
Learning patterns of university student retention
Expert Systems with Applications: An International Journal
Dimension reduction techniques and the classification of bent double galaxies
Computational Statistics & Data Analysis
A novel approach of mining write-prints for authorship attribution in e-mail forensics
Digital Investigation: The International Journal of Digital Forensics & Incident Response
Towards an integrated e-mail forensic analysis framework
Digital Investigation: The International Journal of Digital Forensics & Incident Response
Information-theoretic approaches to branching in search
Discrete Optimization
Autonomous recovery from hostile code insertion using distributed reflection
Cognitive Systems Research
Detecting difference of usage of terms as difference of structure
Cognitive Systems Research
Data & Knowledge Engineering
K Nearest Neighbor Equality: Giving equal chance to all existing classes
Information Sciences: an International Journal
A survey on fraud and service misuse in voice over IP (VoIP) networks
Information Security Tech. Report
Artificial Intelligence in Medicine
Medical informatics: reasoning methods
Artificial Intelligence in Medicine
Machine learning for survival analysis: a case study on recurrence of prostate cancer
Artificial Intelligence in Medicine
Automating the knowledge acquisition process in the construction of medical expert systems
Artificial Intelligence in Medicine
Learning rules of a card game from video
Artificial Intelligence Review
Word sense disambiguation for spam filtering
Electronic Commerce Research and Applications
Feature selection for optimizing traffic classification
Computer Communications
A RELIEF-based modality weighting approach for multimodal information retrieval
Proceedings of the 2nd ACM International Conference on Multimedia Retrieval
Attribute reduction of data with error ranges and test costs
Information Sciences: an International Journal
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
iTree: efficiently discovering high-coverage configurations using interaction trees
Proceedings of the 34th International Conference on Software Engineering
Identifying the medical practice after total hip arthroplasty using an integrated hybrid approach
Computers in Biology and Medicine
Learning strategies for task delegation in norm-governed environments
Autonomous Agents and Multi-Agent Systems
A Robust Feature Matching Approach for Photography Originality Test
Journal of Mathematical Imaging and Vision
The Journal of Supercomputing
Recognising sentence similarity using similitude and dissimilarity features
International Journal of Advanced Intelligence Paradigms
ICAISC'12 Proceedings of the 11th international conference on Artificial Intelligence and Soft Computing - Volume Part I
Building decision trees for the multi-class imbalance problem
PAKDD'12 Proceedings of the 16th Pacific-Asia conference on Advances in Knowledge Discovery and Data Mining - Volume Part I
Predicting seminal quality with artificial intelligence methods
Expert Systems with Applications: An International Journal
Engineering Applications of Artificial Intelligence
Intelligent intrusion detection system using fuzzy rough set based C4.5 algorithm
Proceedings of the International Conference on Advances in Computing, Communications and Informatics
A classification based framework for privacy preserving data mining
Proceedings of the International Conference on Advances in Computing, Communications and Informatics
Derivation of an amplitude of information in the setting of a new family of fractional entropies
Information Sciences: an International Journal
Automatic categorisation of comments in social news websites
Expert Systems with Applications: An International Journal
Incrementally optimized decision tree for noisy big data
Proceedings of the 1st International Workshop on Big Data, Streams and Heterogeneous Source Mining: Algorithms, Systems, Programming Models and Applications
Proceedings of the 1st International Workshop on Big Data, Streams and Heterogeneous Source Mining: Algorithms, Systems, Programming Models and Applications
Incrementally optimized decision tree for noisy big data
Proceedings of the 1st International Workshop on Big Data, Streams and Heterogeneous Source Mining: Algorithms, Systems, Programming Models and Applications
Cast shadow detection based on semi-supervised learning
ICIAR'12 Proceedings of the 9th international conference on Image Analysis and Recognition - Volume Part I
Reconstruction attack through classifier analysis
DBSec'12 Proceedings of the 26th Annual IFIP WG 11.3 conference on Data and Applications Security and Privacy
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
EEG estimates of engagement and cognitive workload predict math problem solving outcomes
UMAP'12 Proceedings of the 20th international conference on User Modeling, Adaptation, and Personalization
Kernelized Fuzzy Rough Sets Based Yawn Detection for Driver Fatigue Monitoring
Fundamenta Informaticae - Knowledge Technology
Semantic analysis of human movements in videos
Proceedings of the 8th International Conference on Semantic Systems
A multi-classifier approach to dialogue act classification using function words
Transactions on Computational Collective Intelligence VII
SHACUN: semi-supervised hierarchical active clustering based on ranking constraints
ICDM'12 Proceedings of the 12th Industrial conference on Advances in Data Mining: applications and theoretical aspects
An Integration of Cloud Transform and Rough Set Theory to Induction of Decision Trees
Fundamenta Informaticae - Fundamentals of Knowledge Technology
Performing groupization in data warehouses: which discriminating criterion to select?
NLDB'12 Proceedings of the 17th international conference on Applications of Natural Language Processing and Information Systems
A fuzzy-rough sets based compact rule induction method for classifying hybrid data
RSKT'12 Proceedings of the 7th international conference on Rough Sets and Knowledge Technology
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
A competition strategy to cost-sensitive decision trees
RSKT'12 Proceedings of the 7th international conference on Rough Sets and Knowledge Technology
An information-theoretic interpretation of thresholds in probabilistic rough sets
RSKT'12 Proceedings of the 7th international conference on Rough Sets and Knowledge Technology
IDEAL'12 Proceedings of the 13th international conference on Intelligent Data Engineering and Automated Learning
Learning Sunspot Classification
Fundamenta Informaticae - SPECIAL ISSUE ON CONCURRENCY SPECIFICATION AND PROGRAMMING (CS&P 2005) Ruciane-Nide, Poland, 28-30 September 2005
Inducing decision trees with an ant colony optimization algorithm
Applied Soft Computing
Constructing a Decision Tree for Graph-Structured Data and its Applications
Fundamenta Informaticae - Advances in Mining Graphs, Trees and Sequences
On the Computational Complexity of Optimal Multisplitting
Fundamenta Informaticae - Intelligent Systems
A Bayesian stochastic search method for discovering Markov boundaries
Knowledge-Based Systems
Invariants of distance k-graphs for graph embedding
Pattern Recognition Letters
From Optimal Hyperplanes to Optimal Decision Trees
Fundamenta Informaticae
Classification of Unseen Examples under Uncertainty
Fundamenta Informaticae
Seeking Knowledge in the Deluge of Facts
Fundamenta Informaticae
Unimprovable Upper Bounds on Time Complexity of Decision Trees
Fundamenta Informaticae
Detecting Fake Medical Web Sites Using Recursive Trust Labeling
ACM Transactions on Information Systems (TOIS)
Context Hypothesization Using Probabilistic Knowledge
Fundamenta Informaticae
Wireless Personal Communications: An International Journal
Extracting performance rules of suppliers in the manufacturing industry: an empirical study
Journal of Intelligent Manufacturing
A Bayesian network for burr detection in the drilling process
Journal of Intelligent Manufacturing
An Approach for Building a Personal Health Information System Using Conceptual Domain Knowledge
Journal of Medical Systems
Personal and Ubiquitous Computing
Hemodialysis key features mining and patients clustering technologies
Advances in Artificial Neural Systems - Special issue on Advances in Unsupervised Learning Techniques Applied to Biosciences and Medicine
Expert Systems with Applications: An International Journal
Decision forest: an algorithm for classifying multivariate time series
International Journal of Business Intelligence and Data Mining
Construction and maintenance of clinical pathways using data mining methods
Proceedings of the 2nd international workshop on Managing interoperability and compleXity in health systems
langid.py: an off-the-shelf language identification tool
ACL '12 Proceedings of the ACL 2012 System Demonstrations
Learning fuzzy concept hierarchy and measurement with node labeling
ISPA'07 Proceedings of the 2007 international conference on Frontiers of High Performance Computing and Networking
A survey of techniques for human detection in static images
Proceedings of the Second International Conference on Computational Science, Engineering and Information Technology
EC-TEL'07 Proceedings of the Second European conference on Technology Enhanced Learning: creating new learning experiences on a global scale
Learning recursive probability trees from probabilistic potentials
International Journal of Approximate Reasoning
An iterative approach to build relevant ontology-aware data-driven models
Information Sciences: an International Journal
Framework for stream learning algorithms
International Journal of Computational Intelligence Studies
A sock puppet detection algorithm on virtual spaces
Knowledge-Based Systems
Multi-objective optimization for incremental decision tree learning
DaWaK'12 Proceedings of the 14th international conference on Data Warehousing and Knowledge Discovery
Dynamic thread mapping based on machine learning for transactional memory applications
Euro-Par'12 Proceedings of the 18th international conference on Parallel Processing
Machine learning in building a collection of computer science course syllabi
TPDL'12 Proceedings of the Second international conference on Theory and Practice of Digital Libraries
A multi-tier phishing detection and filtering approach
Journal of Network and Computer Applications
Enhancing the efficiency in privacy preserving learning of decision trees in partitioned databases
PSD'12 Proceedings of the 2012 international conference on Privacy in Statistical Databases
Attribute selection based on a new conditional entropy for incomplete decision systems
Knowledge-Based Systems
Differential Evolution for automatic rule extraction from medical databases
Applied Soft Computing
Hinging hyperplane based regression tree identified by fuzzy clustering and its application
Applied Soft Computing
Soft computing techniques in ensemble precipitation nowcast
Applied Soft Computing
A Knowledge Model Sharing Based Approach to Privacy-Preserving Data Mining
Transactions on Data Privacy
Learning spatial decision tree for geographical classification: a summary of results
Proceedings of the 20th International Conference on Advances in Geographic Information Systems
Customer relationship management using partial focus feature reduction
ICONIP'12 Proceedings of the 19th international conference on Neural Information Processing - Volume Part IV
Parallel data mining revisited. better, not faster
IDA'12 Proceedings of the 11th international conference on Advances in Intelligent Data Analysis
A novel node splitting criteria for decision trees based on theil index
ICONIP'12 Proceedings of the 19th international conference on Neural Information Processing - Volume Part II
Journal of Intelligent Manufacturing
Automatic discovery of Web Query Interfaces using machine learning techniques
Journal of Intelligent Information Systems
Expert Systems with Applications: An International Journal
A linguistic decision tree approach to predicting storm surge
Fuzzy Sets and Systems
Enhancing the Adaptation of BDI Agents Using Learning Techniques
International Journal of Agent Technologies and Systems
Extraction of fuzzy rules from fuzzy decision trees: An axiomatic fuzzy sets (AFS) approach
Data & Knowledge Engineering
Incremental rules induction method based on three rule layers
ISMIS'12 Proceedings of the 20th international conference on Foundations of Intelligent Systems
Using multi decision tree technique to improving decision tree classifier
International Journal of Business Intelligence and Data Mining
Opcode sequences as representation of executables for data-mining-based unknown malware detection
Information Sciences: an International Journal
A unified data mining solution for authorship analysis in anonymous textual communications
Information Sciences: an International Journal
Defect cluster recognition system for fabricated semiconductor wafers
Engineering Applications of Artificial Intelligence
An ensemble of decision cluster crotches for classification of high dimensional data
Knowledge-Based Systems
ACIIDS'13 Proceedings of the 5th Asian conference on Intelligent Information and Database Systems - Volume Part I
Learning user preferences for adaptive pervasive environments: An incremental and temporal approach
ACM Transactions on Autonomous and Adaptive Systems (TAAS)
Information Sciences: an International Journal
Randomness and sparsity induced codebook learning with application to cancer image classification
MCV'12 Proceedings of the Second international conference on Medical Computer Vision: recognition techniques and applications in medical imaging
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
Discovering relationship types between users using profiles and shared photos in a social network
Multimedia Tools and Applications
Knowledge acquisition based on learning of maximal structure fuzzy rules
Knowledge-Based Systems
Expert Systems with Applications: An International Journal
Conjecturable knowledge discovery: A fuzzy clustering approach
Fuzzy Sets and Systems
Comparative study of classification techniques on biomedical data from hypertext documents
International Journal of Knowledge Engineering and Soft Data Paradigms
Building a search engine for computer science course syllabi
Proceedings of the 13th ACM/IEEE-CS joint conference on Digital libraries
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
Identifying incompatible service implementations using pooled decision trees
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
Shedding light on log correlation in network forensics analysis
DIMVA'12 Proceedings of the 9th international conference on Detection of Intrusions and Malware, and Vulnerability Assessment
Empirical study of bagging predictors on medical data
AusDM '11 Proceedings of the Ninth Australasian Data Mining Conference - Volume 121
A decision tree-based missing value imputation technique for data pre-processing
AusDM '11 Proceedings of the Ninth Australasian Data Mining Conference - Volume 121
Proceedings of the 36th international ACM SIGIR conference on Research and development in information retrieval
Predicting re-hospitalisations using intelligent systems: an exploratory study
International Journal of Business Information Systems
Performance evaluation of incremental decision tree learning under noisy data streams
International Journal of Computer Applications in Technology
Assessing similarity of feature selection techniques in high-dimensional domains
Pattern Recognition Letters
Customizing by doing for responsive video game characters
International Journal of Human-Computer Studies
An adaptive ensemble classifier for mining concept drifting data streams
Expert Systems with Applications: An International Journal
Analysis of traffic accident severity using Decision Rules via Decision Trees
Expert Systems with Applications: An International Journal
Expert Systems with Applications: An International Journal
A quantifier-based fuzzy classification system for breast cancer patients
Artificial Intelligence in Medicine
Classification approach based on non-negative least squares
Neurocomputing
Using classification algorithms for predicting durum wheat yield in the province of Buenos Aires
Computers and Electronics in Agriculture
Unsupervised feature construction for improving data representation and semantics
Journal of Intelligent Information Systems
Evaluating perceptual video quality for mobile clients in 802.11n WLAN
Proceedings of the 8th ACM international workshop on Wireless network testbeds, experimental evaluation & characterization
Proceedings of the 22nd ACM international conference on Conference on information & knowledge management
A combined mining-based framework for predicting telecommunications customer payment behaviors
Expert Systems with Applications: An International Journal
Information Sciences: an International Journal
Identification of micro RNA biomarkers for cancer by combining multiple feature selection techniques
Journal of Computational Methods in Sciences and Engineering
Proceedings of the 2013 Research in Adaptive and Convergent Systems
Improved signature based intrusion detection using clustering rule for decision tree
Proceedings of the 2013 Research in Adaptive and Convergent Systems
Simplified features for email authorship identification
International Journal of Security and Networks
Reversing the effects of tokenisation attacks against content-based spam filters
International Journal of Security and Networks
Distributed Privacy-Preserving Decision Support System for Highly Imbalanced Clinical Data
ACM Transactions on Management Information Systems (TMIS)
Transparent CPU-GPU collaboration for data-parallel kernels on heterogeneous systems
PACT '13 Proceedings of the 22nd international conference on Parallel architectures and compilation techniques
An ensemble of classifiers guided by the AAL brain atlas for alzheimer's disease detection
IWANN'13 Proceedings of the 12th international conference on Artificial Neural Networks: advences in computational intelligence - Volume Part II
Is this a bug or an obsolete test?
ECOOP'13 Proceedings of the 27th European conference on Object-Oriented Programming
Personal driving diary: Automated recognition of driving events from first-person videos
Computer Vision and Image Understanding
Evidential classifier for imprecise data based on belief functions
Knowledge-Based Systems
Automated identification of normal and diabetes heart rate signals using nonlinear measures
Computers in Biology and Medicine
Computers in Biology and Medicine
Computers in Biology and Medicine
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
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
International Journal of Open Source Software and Processes
SVOIS: Support Vector Oriented Instance Selection for text classification
Information Systems
Machine learning based typology development in archaeology
Journal on Computing and Cultural Heritage (JOCCH)
Quick attribute reduction in inconsistent decision tables
Information Sciences: an International Journal
Theoretical Computer Science
Redundant state detection for dynamic symbolic execution
USENIX ATC'13 Proceedings of the 2013 USENIX conference on Annual Technical Conference
Expert Systems with Applications: An International Journal
Computers and Electrical Engineering
Computer Methods and Programs in Biomedicine
Constructing test cases for n-wise testing from tree-based test models
Proceedings of the Fourth Symposium on Information and Communication Technology
Automatic design of decision-tree algorithms with evolutionary algorithms
Evolutionary Computation
Control-flow integrity principles, implementations, and applications
ACM Transactions on Information and System Security (TISSEC)
A note on hyper ellipse method for classifying biological and medical data
Computers in Biology and Medicine
The concept of reducts in pawlak three-step rough set analysis
Transactions on Rough Sets XVI
Guiding multidimensional analysis using decision trees
CASCON '13 Proceedings of the 2013 Conference of the Center for Advanced Studies on Collaborative Research
Modeling of algorithms of inductive concept formation in "noisy" databases
Automatic Documentation and Mathematical Linguistics
An efficient prediction for heavy rain from big weather data using genetic algorithm
Proceedings of the 8th International Conference on Ubiquitous Information Management and Communication
A survey on team strategies in robot soccer: team strategies and role description
Artificial Intelligence Review
Multi-class decision-theoretic rough sets
International Journal of Approximate Reasoning
Feature selection with test cost constraint
International Journal of Approximate Reasoning
Competitive positioning and performance assessment in the construction industry
Expert Systems with Applications: An International Journal
Hybrid decision tree and naïve Bayes classifiers for multi-class classification tasks
Expert Systems with Applications: An International Journal
How to measure the amount of knowledge conveyed by Atanassov's intuitionistic fuzzy sets
Information Sciences: an International Journal
Text classification using a few labeled examples
Computers in Human Behavior
Hybridising harmony search with a Markov blanket for gene selection problems
Information Sciences: an International Journal
Information Sciences: an International Journal
Classification with decision trees from a nonparametric predictive inference perspective
Computational Statistics & Data Analysis
A machine learning-based usability evaluation method for eLearning systems
Decision Support Systems
Two machine-learning techniques for mining solutions of the ReleasePlannerTM decision support system
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
Knowledge discovery using genetic algorithm for maritime situational awareness
Expert Systems with Applications: An International Journal
An adaptable system for RGB-D based human body detection and pose estimation
Journal of Visual Communication and Image Representation
A study of supervised term weighting scheme for sentiment analysis
Expert Systems with Applications: An International Journal
Proceedings of the Fourth International Conference on Learning Analytics And Knowledge
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
On the feature extraction in discrete space
Pattern Recognition
Artificial Intelligence in Medicine
Expert Systems with Applications: An International Journal
Quantum decision tree classifier
Quantum Information Processing
Artificial Intelligence Review
Accelerating FCM neural network classifier using graphics processing units with CUDA
Applied Intelligence
Characterizing Phonetic Transformations and Acoustic Differences Across English Dialects
IEEE/ACM Transactions on Audio, Speech and Language Processing (TASLP)
Hybrid Bayesian estimation tree learning with discrete and fuzzy labels
Frontiers of Computer Science: Selected Publications from Chinese Universities
Set-based granular computing: A lattice model
International Journal of Approximate Reasoning
Evolutionary instance selection for text classification
Journal of Systems and Software
Repeated labeling using multiple noisy labelers
Data Mining and Knowledge Discovery
20 years of pattern mining: a bibliometric survey
ACM SIGKDD Explorations Newsletter
A tour of machine learning: An AI perspective
AI Communications - ECAI 2012 Turing and Anniversary Track
Automatic Learning of Temporal Relations Under the Closed World Assumption
Fundamenta Informaticae - Cognitive Informatics and Computational Intelligence: Theory and Applications
Fundamenta Informaticae - Concurrency, Specification and Programming
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
Intelligent Data Analysis - Combined Learning Methods and Mining Complex Data
Determining dependence relations using a new score based on imprecise probabilities
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
Variable precision rough set based decision tree classifier
Journal of Intelligent & Fuzzy Systems: Applications in Engineering and Technology - Hybrid approaches for approximate reasoning
Information interpretation of knowledge granularity
Journal of Intelligent & Fuzzy Systems: Applications in Engineering and Technology - Computational intelligence models for image processing and information reasoning
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The technology for building knowledge-based systems by inductive inference from examples has been demonstrated successfully in several practical applications. This paper summarizes an approach to synthesizing decision trees that has been used in a variety of systems, and it describes one such system, ID3, in detail. Results from recent studies show ways in which the methodology can be modified to deal with information that is noisy and/or incomplete. A reported shortcoming of the basic algorithm is discussed and two means of overcoming it are compared. The paper concludes with illustrations of current research directions.