Case-based learning in inductive inference
COLT '92 Proceedings of the fifth annual workshop on Computational learning theory
Trading MIPS and memory for knowledge engineering
Communications of the ACM
Case-based reasoning: business applications
Communications of the ACM
The acquisition of stress: a data-oriented approach
Computational Linguistics - Special issue on computational phonology
Machine Learning Approaches to Estimating Software Development Effort
IEEE Transactions on Software Engineering
COLT '95 Proceedings of the eighth annual conference on Computational learning theory
Voting over Multiple Condensed Nearest Neighbors
Artificial Intelligence Review - Special issue on lazy learning
Tolerating Concept and Sampling Shift in Lazy Learning UsingPrediction Error Context Switching
Artificial Intelligence Review - Special issue on lazy learning
Discretisation in Lazy Learning Algorithms
Artificial Intelligence Review - Special issue on lazy learning
Intelligent Selection of Instances for Prediction Functions in LazyLearning Algorithms
Artificial Intelligence Review - Special issue on lazy learning
Control-Sensitive Feature Selection for Lazy Learners
Artificial Intelligence Review - Special issue on lazy learning
Computing Optimal Attribute Weight Settings for Nearest NeighborAlgorithms
Artificial Intelligence Review - Special issue on lazy learning
Artificial Intelligence Review - Special issue on lazy learning
Lazy Incremental Learning of Control Knowledge for EfficientlyObtaining Quality Plans
Artificial Intelligence Review - Special issue on lazy learning
IGTree: Using Trees for Compression and Classification in Lazy LearningAlgorithms
Artificial Intelligence Review - Special issue on lazy learning
Learning bias and phonological-rule induction
Computational Linguistics
Tracking Context Changes through Meta-Learning
Machine Learning - Special issue on multistrategy learning
The effectiveness of machine learning techniques for predicting time to case disposition
Proceedings of the 6th international conference on Artificial intelligence and law
Knowledge mining from textual sources
CIKM '97 Proceedings of the sixth international conference on Information and knowledge management
Temporal sequence learning and data reduction for anomaly detection
CCS '98 Proceedings of the 5th ACM conference on Computer and communications security
Machine Learning for the Detection of Oil Spills in Satellite Radar Images
Machine Learning - Special issue on applications of machine learning and the knowledge discovery process
A feature-based learning method for theorem proving
AAAI '98/IAAI '98 Proceedings of the fifteenth national/tenth conference on Artificial intelligence/Innovative applications of artificial intelligence
Towards text knowledge engineering
AAAI '98/IAAI '98 Proceedings of the fifteenth national/tenth conference on Artificial intelligence/Innovative applications of artificial intelligence
Iterated phantom induction: a little knowledge can go a long way
AAAI '98/IAAI '98 Proceedings of the fifteenth national/tenth conference on Artificial intelligence/Innovative applications of artificial intelligence
Machine Learning - Special issue on context sensitivity and concept drift
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
Similarity-Based Models of Word Cooccurrence Probabilities
Machine Learning - Special issue on natural language learning
MetaCost: a general method for making classifiers cost-sensitive
KDD '99 Proceedings of the fifth ACM SIGKDD international conference on Knowledge discovery and data mining
A study of support vectors on model independent example selection
KDD '99 Proceedings of the fifth ACM SIGKDD international conference on Knowledge discovery and data mining
Handling concept drifts in incremental learning with support vector machines
KDD '99 Proceedings of the fifth ACM SIGKDD international conference on Knowledge discovery and data mining
Selective sampling for nearest neighbor classifiers
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
Reply to: Comments on 'Design of Supervised Classifiers Using Boolean Neural Networks'
IEEE Transactions on Pattern Analysis and Machine Intelligence
Temporal sequence learning and data reduction for anomaly detection
ACM Transactions on Information and System Security (TISSEC)
Fuzzy RuleNet: an artificial neural network model for fuzzy classification
SAC '94 Proceedings of the 1994 ACM symposium on Applied computing
Representational effects in a simple classifier system
SAC '94 Proceedings of the 1994 ACM symposium on Applied computing
Reduction Techniques for Instance-BasedLearning Algorithms
Machine Learning
Genome scale prediction of protein functional class from sequence using data mining
Proceedings of the sixth ACM SIGKDD international conference on Knowledge discovery and data mining
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
Selecting Examples for Partial Memory Learning
Machine Learning
Lazy Learning of Bayesian Rules
Machine Learning
Automated Cellular Modeling and Prediction on a Large Scale
Artificial Intelligence Review - Issues on the application of data mining
An efficient and scalable data compression approach to classification
ACM SIGKDD Explorations Newsletter - Special issue on “Scalable data mining algorithms”
Browsing in a digital library collecting linearly arranged documents
Proceedings of the 24th annual international ACM SIGIR conference on Research and development in information retrieval
Capturing knowledge of user preferences: ontologies in recommender systems
Proceedings of the 1st international conference on Knowledge capture
Proceedings of the seventh ACM SIGKDD international conference on Knowledge discovery and data mining
Selecting relevant instances for efficient and accurate collaborative filtering
Proceedings of the tenth international conference on Information and knowledge management
Removing redundancy and inconsistency in memory-based collaborative filtering
Proceedings of the eleventh international conference on Information and knowledge management
Feature Generation Using General Constructor Functions
Machine Learning
Incremental feature weight learning and its application to a shape-based query system
Pattern Recognition Letters
Comparing Structures Using a Hopfield-Style Neural Network
Applied Intelligence
An Interactive Visualisation Tool for Case-Based Reasoners
Applied Intelligence
Collocation Dictionary Optimization Using WordNetand k-Nearest Neighbor Learning
Machine Translation
On Issues of Instance Selection
Data Mining and Knowledge Discovery
Advances in Instance Selection for Instance-Based Learning Algorithms
Data Mining and Knowledge Discovery
Likelihood-Based Data Squashing: A Modeling Approach to Instance Construction
Data Mining and Knowledge Discovery
A Unifying View on Instance Selection
Data Mining and Knowledge Discovery
High-Performance Commercial Data Mining: A Multistrategy Machine Learning Application
Data Mining and Knowledge Discovery
Relational Instance-Based Learning with Lists and Terms
Machine Learning
Artificial Intelligence Review - Special issue on lazy learning
Discovering Useful Concept Prototypes for Classification Based on Filtering and Abstraction
IEEE Transactions on Pattern Analysis and Machine Intelligence
Learning Situation-Specific Coordination in Cooperative Multi-agent Systems
Autonomous Agents and Multi-Agent Systems
IEEE Transactions on Pattern Analysis and Machine Intelligence
Handwritten Character Classification Using Nearest Neighbor in Large Databases
IEEE Transactions on Pattern Analysis and Machine Intelligence
Best-Case Results for Nearest-Neighbor Learning
IEEE Transactions on Pattern Analysis and Machine Intelligence
Data Mining and Forecasting in Large-Scale Telecommunication Networks
IEEE Expert: Intelligent Systems and Their Applications
Qualitative Models as Indices for Memory-Based Prediction
IEEE Expert: Intelligent Systems and Their Applications
Dissimilarity representations allow for building good classifiers
Pattern Recognition Letters
Journal of the American Society for Information Science and Technology
Problem Decomposition for Behavioural Cloning
ECML '00 Proceedings of the 11th European Conference on Machine Learning
Toward an Ecplanatory Similarity Measure for Nearest-Neighbor Classification
ECML '00 Proceedings of the 11th European Conference on Machine Learning
Stacking with an Extended Set of Meta-level Attributes and MLR
ECML '02 Proceedings of the 13th European Conference on Machine Learning
Non-parametric Nearest Neighbor with Local Adaptation
EPIA '01 Proceedings of the10th Portuguese Conference on Artificial Intelligence on Progress in Artificial Intelligence, Knowledge Extraction, Multi-agent Systems, Logic Programming and Constraint Solving
Content-Based Similarity Assessment in Multi-segmented Medical Image Data Bases
MLDM '01 Proceedings of the Second International Workshop on Machine Learning and Data Mining in Pattern Recognition
Instance-Based Classification by Emerging Patterns
PKDD '00 Proceedings of the 4th European Conference on Principles of Data Mining and Knowledge Discovery
Application of Genetic Algorithm and k-Nearest Neighbour Method in Medical Fraud Detection
SEAL'98 Selected papers from the Second Asia-Pacific Conference on Simulated Evolution and Learning on Simulated Evolution and Learning
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
PKDD '02 Proceedings of the 6th European Conference on Principles of Data Mining and Knowledge Discovery
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
Filtering Noisy Continuous Labeled Examples
IBERAMIA 2002 Proceedings of the 8th Ibero-American Conference on AI: Advances in Artificial Intelligence
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 Data Mining in Medicine
AIMDM '99 Proceedings of the Joint European Conference on Artificial Intelligence in Medicine and Medical Decision Making
Experiences with Case-Based Reasoning Methods and Prototypes for Medical Knowledge-Based Systems
AIMDM '99 Proceedings of the Joint European Conference on Artificial Intelligence in Medicine and Medical Decision Making
A Method for Predicting Solutions in Case-Based Problem Solving
EWCBR '00 Proceedings of the 5th European Workshop on Advances in Case-Based Reasoning
Flexible Control of Case-Based Prediction in the Framework of Possibility Theory
EWCBR '00 Proceedings of the 5th European Workshop on Advances in Case-Based Reasoning
Competence-Guided Case-Base Editing Techniques
EWCBR '00 Proceedings of the 5th European Workshop on Advances in Case-Based Reasoning
Deleting and Building Sort Out Techniques for Case Base Maintenance
ECCBR '02 Proceedings of the 6th European Conference on Advances in Case-Based Reasoning
ICCBR '99 Proceedings of the Third International Conference on Case-Based Reasoning and Development
Building Compact Competent Case-Bases
ICCBR '99 Proceedings of the Third International Conference on Case-Based Reasoning and Development
Bootstrapping Case Base Development with Annotated Case Summaries
ICCBR '99 Proceedings of the Third International Conference on Case-Based Reasoning and Development
Rough Sets Reduction Techniques for Case-Based Reasoning
ICCBR '01 Proceedings of the 4th International Conference on Case-Based Reasoning: Case-Based Reasoning Research and Development
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
Incremental Learning with Partial Instance Memory
ISMIS '02 Proceedings of the 13th International Symposium on Foundations of Intelligent Systems
Automated Discovery of Decision Rule Chains Using Rough Sets and Medical Diagnostic Model
ISMIS '02 Proceedings of the 13th International Symposium on Foundations of Intelligent Systems
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
On Applying Supervised Classification Techniques in Medicine
ISMDA '01 Proceedings of the Second International Symposium on Medical Data Analysis
Automated Case Generation from Databases Using Similarity-Based Rough Approximation
MICAI '02 Proceedings of the Second Mexican International Conference on Artificial Intelligence: Advances in Artificial Intelligence
Automated Discovery of Plausible Rules Based on Rough Sets and Rough Inclusion
PAKDD '99 Proceedings of the Third Pacific-Asia Conference on Methodologies for Knowledge Discovery and Data Mining
Convex Hulls in Concept Induction
PAKDD '99 Proceedings of the Third Pacific-Asia Conference on Methodologies for Knowledge Discovery and Data Mining
A Lazy Model-Based Algorithm for On-Line Classification
PAKDD '99 Proceedings of the Third Pacific-Asia Conference on Methodologies for Knowledge Discovery and Data Mining
Prototype Generation Based on Instance Filtering and Averaging
PADKK '00 Proceedings of the 4th Pacific-Asia Conference on Knowledge Discovery and Data Mining, Current Issues and New Applications
Mutual Learning of Mind Reading between a Human and a Life-Like Agent
Proceedings of the 5th Pacific Rim International Workshop on Multi Agents: Intelligent Agents and Multi-Agent Systems
Combining the Strength of Pattern Frequency and Distance for Classification
PAKDD '01 Proceedings of the 5th Pacific-Asia Conference on Knowledge Discovery and Data Mining
An Efficient Data Compression Approach to the Classification Task
PAKDD '01 Proceedings of the 5th Pacific-Asia Conference on Knowledge Discovery and Data Mining
An Eager Regression Method Based on Best Feature Projections
Proceedings of the 14th International conference on Industrial and engineering applications of artificial intelligence and expert systems: engineering of intelligent systems
Machine Learning and Its Applications, Advanced Lectures
Identifying and Eliminating Irrelevant Instances Using Information Theory
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
Stacking for Misclassification Cost Performance
AI '01 Proceedings of the 14th Biennial Conference of the Canadian Society on Computational Studies of Intelligence: Advances in Artificial Intelligence
Analysis of Case-Based Representability of Boolean Functions by Monotone Theory
ALT '98 Proceedings of the 9th International Conference on Algorithmic Learning Theory
Exploiting Similarity for Supporting Data Analysis and Problem Solving
IDA '99 Proceedings of the Third International Symposium on Advances in Intelligent Data Analysis
Instance Based Function Learning
ILP '99 Proceedings of the 9th International Workshop on Inductive Logic Programming
Stacking with Multi-response Model Trees
MCS '02 Proceedings of the Third International Workshop on Multiple Classifier Systems
AIME '01 Proceedings of the 8th Conference on AI in Medicine in Europe: Artificial Intelligence Medicine
A Machine Learning Approach to Web Mining
AI*IA '99 Proceedings of the 6th Congress of the Italian Association for Artificial Intelligence on Advances in Artificial Intelligence
CCIA '02 Proceedings of the 5th Catalonian Conference on AI: Topics in Artificial Intelligence
On Filtering the Training Prototypes in Nearest Neighbour Classification
CCIA '02 Proceedings of the 5th Catalonian Conference on AI: Topics in Artificial Intelligence
Improving Identification of Difficult Small Classes by Balancing Class Distribution
AIME '01 Proceedings of the 8th Conference on AI in Medicine in Europe: Artificial Intelligence Medicine
Quantifying the Resilience of Inductive Classification Algorithms
PKDD '00 Proceedings of the 4th European Conference on Principles of Data Mining and Knowledge Discovery
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
Computer-Assisted Classification of Legal Abstracts
IDA '99 Proceedings of the Third International Symposium on Advances in Intelligent Data Analysis
Electricity Market Price Forecasting: Neural Networks versus Weighted-Distance k Nearest Neighbours
DEXA '02 Proceedings of the 13th International Conference on Database and Expert Systems Applications
Induction of rules about complications with the use of rough sets
Granular computing
Knowledge-based extrapolation of cases: a possibilistic approach
Technologies for constructing intelligent systems
Effects of domain characteristics on instance-based learning algorithms
Theoretical Computer Science - Selected papers in honour of Setsuo Arikawa
ADMIT: anomaly-based data mining for intrusions
Proceedings of the eighth ACM SIGKDD international conference on Knowledge discovery and data mining
Data mining tasks and methods: Classification: nearest-neighbor approaches
Handbook of data mining and knowledge discovery
Knowledge evaluation: statistical evaluations
Handbook of data mining and knowledge discovery
Exemplar-Based Prototype Selection for a Multi-Strategy Learning System
ICTAI '99 Proceedings of the 11th IEEE International Conference on Tools with Artificial Intelligence
Agent teaching agent framework
AAMAS '03 Proceedings of the second international joint conference on Autonomous agents and multiagent systems
Improved Rooftop Detection in Aerial Images with Machine Learning
Machine Learning
Identifying and Handling Mislabelled Instances
Journal of Intelligent Information Systems
The Journal of Machine Learning Research
Proceedings of the 2nd international conference on Knowledge capture
Possibilistic instance-based learning
Artificial Intelligence - Special issue: Fuzzy set and possibility theory-based methods in artificial intelligence
Genetic Programming and Evolvable Machines
K-D Decision Tree: An Accelerated and Memory Efficient Nearest Neighbor Classifier
ICDM '03 Proceedings of the Third IEEE International Conference on Data Mining
Benchmarking Least Squares Support Vector Machine Classifiers
Machine Learning
Ontological user profiling in recommender systems
ACM Transactions on Information Systems (TOIS)
A unified framework for model-based clustering
The Journal of Machine Learning Research
DeEPs: A New Instance-Based Lazy Discovery and Classification System
Machine Learning
Selective Sampling for Nearest Neighbor Classifiers
Machine Learning
Case Generation Using Rough Sets with Fuzzy Representation
IEEE Transactions on Knowledge and Data Engineering
Selective sampling for example-based word sense disambiguation
Computational Linguistics
Query Size Estimation for Joins Using Systematic Sampling
Distributed and Parallel Databases
Parameter optimization for machine-learning of word sense disambiguation
Natural Language Engineering
An overview of regression techniques for knowledge discovery
The Knowledge Engineering Review
The Knowledge Engineering Review
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
Exploring the use of linguistic features in domain and genre classification
EACL '99 Proceedings of the ninth conference on European chapter of the Association for Computational Linguistics
A flexible POS tagger using an automatically acquired language model
ACL '98 Proceedings of the 35th Annual Meeting of the Association for Computational Linguistics and Eighth Conference of the European Chapter of the Association for Computational Linguistics
Memory-based learning: using similarity for smoothing
ACL '98 Proceedings of the 35th Annual Meeting of the Association for Computational Linguistics and Eighth Conference of the European Chapter of the Association for Computational Linguistics
Incremental learning with partial instance memory
Artificial Intelligence
Using the feature projection technique based on a normalized voting method for text classification
Information Processing and Management: an International Journal
International Journal of Uncertainty, Fuzziness and Knowledge-Based Systems - New trends in probabilistic graphical models
Evolutionary Design of Nearest Prototype Classifiers
Journal of Heuristics
Learning to detect malicious executables in the wild
Proceedings of the tenth ACM SIGKDD international conference on Knowledge discovery and data mining
The IOC algorithm: efficient many-class non-parametric classification for high-dimensional data
Proceedings of the tenth ACM SIGKDD international conference on Knowledge discovery and data mining
Integrating Guidance into Relational Reinforcement Learning
Machine Learning
Coordinated internet attacks: responding to attack complexity
Journal of Computer Security
A Framework for the Initialization of Student Models in Web-based Intelligent Tutoring Systems
User Modeling and User-Adapted Interaction
Memory-based morphological analysis
ACL '99 Proceedings of the 37th annual meeting of the Association for Computational Linguistics on Computational Linguistics
A selective sampling approach to active feature selection
Artificial Intelligence
Comprehensive vertical sample-based KNN/LSVM classification for gene expression analysis
Journal of Biomedical Informatics - Special issue: Biomedical machine learning
Technology supporting business solutions
Classification and clustering for case-based criminal summary judgments
ICAIL '03 Proceedings of the 9th international conference on Artificial intelligence and law
ELA—A new Approach for Learning Agents
Autonomous Agents and Multi-Agent Systems
Replica selection in grid environment: a data-mining approach
Proceedings of the 2005 ACM symposium on Applied computing
Machine Learning
Learning PP attachment for filtering prosodic phrasing
EACL '03 Proceedings of the tenth conference on European chapter of the Association for Computational Linguistics - Volume 1
Analysis of the initialization stage of a Pittsburgh approach learning classifier system
GECCO '05 Proceedings of the 7th annual conference on Genetic and evolutionary computation
A comparative evaluation of data-driven models in translation selection of machine translation
COLING '02 Proceedings of the 19th international conference on Computational linguistics - Volume 1
Text categorization using feature projections
COLING '02 Proceedings of the 19th international conference on Computational linguistics - Volume 1
ACL '01 Proceedings of the 39th Annual Meeting on Association for Computational Linguistics
Shallow parsing on the basis of words only: a case study
ACL '02 Proceedings of the 40th Annual Meeting on Association for Computational Linguistics
Instance-based natural language generation
NAACL '01 Proceedings of the second meeting of the North American Chapter of the Association for Computational Linguistics on Language technologies
Learning to predict pitch accents and prosodic boundaries in Dutch
ACL '03 Proceedings of the 41st Annual Meeting on Association for Computational Linguistics - Volume 1
Stratification for scaling up evolutionary prototype selection
Pattern Recognition Letters
IEEE Transactions on Pattern Analysis and Machine Intelligence
Learning to predict train wheel failures
Proceedings of the eleventh ACM SIGKDD international conference on Knowledge discovery in data mining
Identifying Simple Discriminatory Gene Vectors with an Information Theory Approach
CSB '05 Proceedings of the 2005 IEEE Computational Systems Bioinformatics Conference
Cost-Constrained Data Acquisition for Intelligent Data Preparation
IEEE Transactions on Knowledge and Data Engineering
Combining model-based and instance-based learning for first order regression
ICML '05 Proceedings of the 22nd international conference on Machine learning
Genetic Programming with a Genetic Algorithm for Feature Construction and Selection
Genetic Programming and Evolvable Machines
Case based reasoning using speech data for clinical assessment
IEA/AIE'2005 Proceedings of the 18th international conference on Innovations in Applied Artificial Intelligence
A comparison between supervised learning algorithms for word sense disambiguation
ConLL '00 Proceedings of the 2nd workshop on Learning language in logic and the 4th conference on Computational natural language learning - Volume 7
Using induced rules as complex features in memory-based language learning
ConLL '00 Proceedings of the 2nd workshop on Learning language in logic and the 4th conference on Computational natural language learning - Volume 7
Genetic algorithms for feature relevance assignment in memory-based language processing
ConLL '00 Proceedings of the 2nd workshop on Learning language in logic and the 4th conference on Computational natural language learning - Volume 7
Single-classifier memory-based phrase chunking
ConLL '00 Proceedings of the 2nd workshop on Learning language in logic and the 4th conference on Computational natural language learning - Volume 7
An empirical study of the domain dependence of supervised word sense disambiguation systems
EMNLP '00 Proceedings of the 2000 Joint SIGDAT conference on Empirical methods in natural language processing and very large corpora: held in conjunction with the 38th Annual Meeting of the Association for Computational Linguistics - Volume 13
Dutch word sense disambiguation: optimizing the localness of context
WSD '02 Proceedings of the ACL-02 workshop on Word sense disambiguation: recent successes and future directions - Volume 8
Supervised pattern recognition with heterogeneous features
Machine Graphics & Vision International Journal
IEEE Transactions on Knowledge and Data Engineering
Data Mining and Knowledge Discovery
Facial emotion recognition by adaptive processing of tree structures
Proceedings of the 2006 ACM symposium on Applied computing
Exploiting partial decision trees for feature subset selection in e-mail categorization
Proceedings of the 2006 ACM symposium on Applied computing
An ensemble of transliteration models for information retrieval
Information Processing and Management: an International Journal
Small-scale peer-to-peer overlays
ACM SIGOPS Operating Systems Review
AAMAS '06 Proceedings of the fifth international joint conference on Autonomous agents and multiagent systems
Fuzzy methods for case-based recommendation and decision support
Journal of Intelligent Information Systems
Generating legal arguments and predictions from case texts
ICAIL '05 Proceedings of the 10th international conference on Artificial intelligence and law
Structure-based querying of proteins using wavelets
CIKM '06 Proceedings of the 15th ACM international conference on Information and knowledge management
A machine transliteration model based on correspondence between graphemes and phonemes
ACM Transactions on Asian Language Information Processing (TALIP)
Case‐Based Reasoning: an overview
AI Communications
Local Feature Selection with Dynamic Integration of Classifiers
Fundamenta Informaticae - Intelligent Systems
Deterministic dependency parsing of English text
COLING '04 Proceedings of the 20th international conference on Computational Linguistics
RIONA: A New Classification System Combining Rule Induction and Instance-Based Learning
Fundamenta Informaticae
A novel gray-based reduced NN classification method
Pattern Recognition
Classifier hierarchy learning by means of genetic algorithms
Pattern Recognition Letters
Applying lazy learning algorithms to tackle concept drift in spam filtering
Expert Systems with Applications: An International Journal
Ensemble methods for spoken emotion recognition in call-centres
Speech Communication
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
Can syllabification improve pronunciation by analogy of English?
Natural Language Engineering
World Wide Web
PointMap: A Real-Time Memory-Based Learning System with On-line and Post-Training Pruning
International Journal of Hybrid Intelligent Systems
Evaluating indirect and direct classification techniques for network intrusion detection
Intelligent Data Analysis
Selective fusion of heterogeneous classifiers
Intelligent Data Analysis
Evaluating noise elimination techniques for software quality estimation
Intelligent Data Analysis
Machine learning applied to quality management-A study in ship repair domain
Computers in Industry
Text classification based on partial least square analysis
Proceedings of the 2007 ACM symposium on Applied computing
Expert Systems with Applications: An International Journal
Neighborhood Property--Based Pattern Selection for Support Vector Machines
Neural Computation
Learning to Detect and Classify Malicious Executables in the Wild
The Journal of Machine Learning Research
A Heuristic Approach to Learning Rules from Fuzzy Databases
IEEE Intelligent Systems
Credible Case-Based Inference Using Similarity Profiles
IEEE Transactions on Knowledge and Data Engineering
Towards efficient variables ordering for Bayesian networks classifier
Data & Knowledge Engineering
Improving the human readability of features constructed by genetic programming
Proceedings of the 9th annual conference on Genetic and evolutionary computation
A nearest-neighbor approach to relevance feedback in content based image retrieval
Proceedings of the 6th ACM international conference on Image and video retrieval
Voting ensembles for spoken affect classification
Journal of Network and Computer Applications
Local Experts Organization Model for Natural Scene Images Classification
Neural Processing Letters
A comprehensive review of recursive Naïve Bayes Classifiers
Intelligent Data Analysis
Weighted Instance Typicality Search (WITS): A nearest neighbor data reduction algorithm
Intelligent Data Analysis
Selecting representative examples and attributes by a genetic algorithm
Intelligent Data Analysis
Prototype induction and attribute selection via evolutionary algorithms
Intelligent Data Analysis
Instance-based data reduction for improved identification of difficult small classes
Intelligent Data Analysis
A reduction technique for nearest-neighbor classification: Small groups of examples
Intelligent Data Analysis
An algorithm for correcting mislabeled data
Intelligent Data Analysis
Data set Editing by Ordered Projection
Intelligent Data Analysis
Learning from bug-introducing changes to prevent fault prone code
Ninth international workshop on Principles of software evolution: in conjunction with the 6th ESEC/FSE joint meeting
Distributed Nearest Neighbor-Based Condensation of Very Large Data Sets
IEEE Transactions on Knowledge and Data Engineering
Fast Nearest Neighbor Condensation for Large Data Sets Classification
IEEE Transactions on Knowledge and Data Engineering
Mining competent case bases for case-based reasoning
Artificial Intelligence
Feature selection and classification model construction on type 2 diabetic patients' data
Artificial Intelligence in Medicine
EURASIP Journal on Bioinformatics and Systems Biology
AISIID: An artificial immune system for interesting information discovery on the web
Applied Soft Computing
Regression via Classification applied on software defect estimation
Expert Systems with Applications: An International Journal
Data mining with a simulated annealing based fuzzy classification system
Pattern Recognition
An approach to mining the multi-relational imbalanced database
Expert Systems with Applications: An International Journal
Data mining with a simulated annealing based fuzzy classification system
Pattern Recognition
Learning verb complements for modern greek: Balancing the noisy dataset
Natural Language Engineering
Prototype-based classification
Applied Intelligence
A novel Supervised Instance Selection algorithm
International Journal of Business Intelligence and Data Mining
Borderline detection by Bayes vector quantizers
Proceedings of the 2008 ACM symposium on Applied computing
LRBNN: A Lazy Radial Basis Neural Network model
AI Communications
On diversity and accuracy of homogeneous and heterogeneous ensembles
International Journal of Hybrid Intelligent Systems
A memetic algorithm for evolutionary prototype selection: A scaling up approach
Pattern Recognition
The multiple imputation quantitative noise corrector
Intelligent Data Analysis
Efficient instance-based learning on data streams
Intelligent Data Analysis
A version of the NGE model suitable for fuzzy domains
Journal of Intelligent & Fuzzy Systems: Applications in Engineering and Technology
Detecting spam email by radial basis function networks
International Journal of Knowledge-based and Intelligent Engineering Systems
Spiral removal of exceptional patients for mining chronic hepatitis data
New Generation Computing
Enhancing web page classification through image-block importance analysis
Information Processing and Management: an International Journal
A lazy bagging approach to classification
Pattern Recognition
An association-based case reduction technique for case-based reasoning
Information Sciences: an International Journal
Risk prediction and risk factors identification from imbalanced data with RPMBGA+
Proceedings of the 10th annual conference companion on Genetic and evolutionary computation
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
Hit Miss Networks with Applications to Instance Selection
The Journal of Machine Learning Research
LEARNING DRIFTING NEGOTIATIONS
Applied Artificial Intelligence
Local distance-based classification
Knowledge-Based Systems
Data mining with cellular automata
ACM SIGKDD Explorations Newsletter
Recurrent Boosting for Classification of Natural and Synthetic Time-Series Data
CAI '07 Proceedings of the 20th conference of the Canadian Society for Computational Studies of Intelligence on Advances in Artificial Intelligence
Filtering Documents with a Hybrid Neural Network Model
IWINAC '07 Proceedings of the 2nd international work-conference on The Interplay Between Natural and Artificial Computation, Part I: Bio-inspired Modeling of Cognitive Tasks
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
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
Label Ranking in Case-Based Reasoning
ICCBR '07 Proceedings of the 7th international conference on Case-Based Reasoning: Case-Based Reasoning Research and Development
Catching the Drift: Using Feature-Free Case-Based Reasoning for Spam Filtering
ICCBR '07 Proceedings of the 7th international conference on Case-Based Reasoning: Case-Based Reasoning Research and Development
Towards Heterogeneous Similarity Function Learning for the k-Nearest Neighbors Classification
ICAISC '08 Proceedings of the 9th international conference on Artificial Intelligence and Soft Computing
The Evaluation of Effects on Breast Cancer Diagnoses When Using Mammographic Semantic Information
IWDM '08 Proceedings of the 9th international workshop on Digital Mammography
Predicting the Performance of Learning Algorithms Using Support Vector Machines as Meta-regressors
ICANN '08 Proceedings of the 18th international conference on Artificial Neural Networks, Part I
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
Incremental Exemplar Learning Schemes for Classification on Embedded Devices
ECML PKDD '08 Proceedings of the 2008 European Conference on Machine Learning and Knowledge Discovery in Databases - Part I
ECCBR '08 Proceedings of the 9th European conference on Advances in Case-Based Reasoning
Case-Based Reasoning and the Statistical Challenges
ECCBR '08 Proceedings of the 9th European conference on Advances in Case-Based Reasoning
Web-Based Lemmatisation of Named Entities
TSD '08 Proceedings of the 11th international conference on Text, Speech and Dialogue
Prototypes Based Relational Learning
AIMSA '08 Proceedings of the 13th international conference on Artificial Intelligence: Methodology, Systems, and Applications
International Journal of Artificial Intelligence in Education
On metonymy recognition for geographic information retrieval
International Journal of Geographical Information Science
A local experts organization model with application to face emotion recognition
Expert Systems with Applications: An International Journal
Expert Systems with Applications: An International Journal
Granular modeling of web documents: impact on information retrieval systems
Proceedings of the 10th ACM workshop on Web information and data management
Open-ended category learning for language acquisition
Connection Science - Language and Robots
Incorporating domain knowledge into data mining classifiers: An application in indirect lending
Decision Support Systems
Mining the text information to optimizing the customer relationship management
Expert Systems with Applications: An International Journal
Expert Systems with Applications: An International Journal
Replica selection strategies in data grid
Journal of Parallel and Distributed Computing
A comparative study of simple online learning strategies for streaming data
WSEAS Transactions on Circuits and Systems
An Empirical Research on Extracting Relations from Wikipedia Text
IDEAL '08 Proceedings of the 9th International Conference on Intelligent Data Engineering and Automated Learning
Recognizing Ancient Coins Based on Local Features
ISVC '08 Proceedings of the 4th International Symposium on Advances in Visual Computing
Improving malware detection by applying multi-inducer ensemble
Computational Statistics & Data Analysis
A decision support system for detecting products missing from the shelf based on heuristic rules
Decision Support Systems
Classification algorithm sensitivity to training data with non representative attribute noise
Decision Support Systems
Gene Classification Using Codon Usage and Support Vector Machines
IEEE/ACM Transactions on Computational Biology and Bioinformatics (TCBB)
Using a similarity measure for credible classification
Discrete Applied Mathematics
Satisfiability of Formulas from the Standpoint of Object Classification: The RST Approach
Fundamenta Informaticae - Concurrency Specification and Programming (CS&P)
Feature selection with dynamic mutual information
Pattern Recognition
On metricity of two heterogeneous measures in the presence of missing values
Artificial Intelligence Review
Online learning strategies for classification of static data streams
DIWEB'08 Proceedings of the 8th WSEAS international conference on Distance learning and web engineering
A novel distance-based classifier built on pattern ranking
Proceedings of the 2009 ACM symposium on Applied Computing
Handling Conjunctions in Named Entities
CICLing '07 Proceedings of the 8th International Conference on Computational Linguistics and Intelligent Text Processing
Case-Sensitivity of Classifiers for WSD: Complex Systems Disambiguate Tough Words Better
CICLing '07 Proceedings of the 8th International Conference on Computational Linguistics and Intelligent Text Processing
Guidelines to Select Machine Learning Scheme for Classification of Biomedical Datasets
EvoBIO '09 Proceedings of the 7th European Conference on Evolutionary Computation, Machine Learning and Data Mining in Bioinformatics
Diversity in Combinations of Heterogeneous Classifiers
PAKDD '09 Proceedings of the 13th Pacific-Asia Conference on Advances in Knowledge Discovery and Data Mining
The Impact of Gene Selection on Imbalanced Microarray Expression Data
BICoB '09 Proceedings of the 1st International Conference on Bioinformatics and Computational Biology
Conversion methods for symbolic features: A comparison applied to an intrusion detection problem
Expert Systems with Applications: An International Journal
Rough-fuzzy weighted k-nearest leader classifier for large data sets
Pattern Recognition
Information Security Tech. Report
Decision tree and instance-based learning for label ranking
ICML '09 Proceedings of the 26th Annual International Conference on Machine Learning
A New Instance-Based Label Ranking Approach Using the Mallows Model
ISNN '09 Proceedings of the 6th International Symposium on Neural Networks on Advances in Neural Networks
Latent classification models for binary data
Pattern Recognition
A Human Activity Aware Learning Mobile Music Player
Proceedings of the 2007 conference on Advances in Ambient Intelligence
Using technology transfer to advance automatic lemmatisation for Setswana
AfLaT '09 Proceedings of the First Workshop on Language Technologies for African Languages
Multilingual Question Classification based on surface text features
Proceedings of the 2005 conference on Artificial Intelligence Research and Development
On the Dimensions of Data Complexity through Synthetic Data Sets
Proceedings of the 2008 conference on Artificial Intelligence Research and Development: Proceedings of the 11th International Conference of the Catalan Association for Artificial Intelligence
Improving the identification of non-anaphoric it using support vector machines
JNLPBA '04 Proceedings of the International Joint Workshop on Natural Language Processing in Biomedicine and its Applications
Understanding and capturing people's privacy policies in a mobile social networking application
Personal and Ubiquitous Computing
Improving classification accuracy using evolutionary fuzzy transformation
Proceedings of the 11th Annual Conference Companion on Genetic and Evolutionary Computation Conference: Late Breaking Papers
Intelligent analysis in predicting outcome of out-of-hospital cardiac arrest
Computer Methods and Programs in Biomedicine
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
Evolving strategies using the nearest-neighbor rule and a genetic algorithm
GECCO '96 Proceedings of the 1st annual conference on Genetic and evolutionary computation
Exploiting an antivirus interface
Computer Standards & Interfaces
Quantifying the impact of learning algorithm parameter tuning
AAAI'06 Proceedings of the 21st national conference on Artificial intelligence - Volume 1
Malware detection using statistical analysis of byte-level file content
Proceedings of the ACM SIGKDD Workshop on CyberSecurity and Intelligence Informatics
Proceedings of the ACM SIGKDD Workshop on Human Computation
The Good, the Bad and the Incorrectly Classified: Profiling Cases for Case-Base Editing
ICCBR '09 Proceedings of the 8th International Conference on Case-Based Reasoning: Case-Based Reasoning Research and Development
Conceptual Neighborhoods for Retrieval in Case-Based Reasoning
ICCBR '09 Proceedings of the 8th International Conference on Case-Based Reasoning: Case-Based Reasoning Research and Development
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
Example-based metonymy recognition for proper nouns
EACL '06 Proceedings of the Eleventh Conference of the European Chapter of the Association for Computational Linguistics: Student Research Workshop
Classification of symbolic objects: A lazy learning approach
Intelligent Data Analysis - Analysis of Symbolic and Spatial Data
A user-extensible and adaptable parser architecture
Knowledge-Based Systems
Comparing Methods for Multilabel Classification of Proteins Using Machine Learning Techniques
BSB '09 Proceedings of the 4th Brazilian Symposium on Bioinformatics: Advances in Bioinformatics and Computational Biology
Informed case base maintenance: a complexity profiling approach
AAAI'07 Proceedings of the 22nd national conference on Artificial intelligence - Volume 2
ILK: machine learning of semantic relations with shallow features and almost no data
SemEval '07 Proceedings of the 4th International Workshop on Semantic Evaluations
Memory-based morphological analysis generation and part-of-speech tagging of Arabic
Semitic '05 Proceedings of the ACL Workshop on Computational Approaches to Semitic Languages
Improved morpho-phonological sequence processing with constraint satisfaction inference
SIGPHON '06 Proceedings of the Eighth Meeting of the ACL Special Interest Group on Computational Phonology and Morphology
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
Stacked generalization: when does it work?
IJCAI'97 Proceedings of the Fifteenth international joint conference on Artifical intelligence - Volume 2
A comparison of different machine transliteration models
Journal of Artificial Intelligence Research
An integrated framework for learning and reasoning
Journal of Artificial Intelligence Research
Further experimental evidence against the utility of Occam's razor
Journal of Artificial Intelligence Research
Improved heterogeneous distance functions
Journal of Artificial Intelligence Research
Journal of Artificial Intelligence Research
Issues in stacked generalization
Journal of Artificial Intelligence Research
Average-case analysis of a nearest neighbor algorthim
IJCAI'93 Proceedings of the 13th international joint conference on Artifical intelligence - Volume 2
An average-case analysis of the k-nearest neighbor classifier for noisy domains
IJCAI'97 Proceedings of the 15th international joint conference on Artifical intelligence - Volume 1
Using case-based reasoning in interpreting unsupervised inductive learning results
IJCAI'97 Proceedings of the 15th international joint conference on Artifical intelligence - Volume 1
Remembering to add: competence-preserving case-addition policies for case-base maintenance
IJCAI'99 Proceedings of the 16th international joint conference on Artifical intelligence - Volume 1
Toward a probabilistic formalization of case-based inference
IJCAI'99 Proceedings of the 16th international joint conference on Artifical intelligence - Volume 1
IJCAI'95 Proceedings of the 14th international joint conference on Artificial intelligence - Volume 1
An optimization of ReliefF for classification in large datasets
Data & Knowledge Engineering
IJCAI'03 Proceedings of the 18th international joint conference on Artificial intelligence
Evolutionary undersampling for classification with imbalanced datasets: Proposals and taxonomy
Evolutionary Computation
Cho-k-NN: a method for combining interacting pieces of evidence in case-based learning
IJCAI'05 Proceedings of the 19th international joint conference on Artificial intelligence
IJCAI'95 Proceedings of the 14th international joint conference on Artificial intelligence - Volume 2
Rule induction and instance-based learning a unified approach
IJCAI'95 Proceedings of the 14th international joint conference on Artificial intelligence - Volume 2
Case-based modeling with qualitative indices
IJCAI'95 Proceedings of the 14th international joint conference on Artificial intelligence - Volume 2
Classification of patient case discussions through analysis of vocalisation graphs
Proceedings of the 2009 international conference on Multimodal interfaces
Unique classifier selection approach for bagging algorithm
ISC '07 Proceedings of the 10th IASTED International Conference on Intelligent Systems and Control
Fuzzy-UCS: a Michigan-style learning fuzzy-classifier system for supervised learning
IEEE Transactions on Evolutionary Computation
On privacy preservation in text and document-based active learning for named entity recognition
Proceedings of the ACM first international workshop on Privacy and anonymity for very large databases
Microarray analysis of autoimmune diseases by machine learning procedures
IEEE Transactions on Information Technology in Biomedicine
Attribute selection with fuzzy decision reducts
Information Sciences: an International Journal
Machine learning-based prefetch optimization for data center applications
Proceedings of the Conference on High Performance Computing Networking, Storage and Analysis
Robust speech interaction in motorcycle environment
Expert Systems with Applications: An International Journal
InstanceRank: Bringing order to datasets
Pattern Recognition Letters
Multiple classifier application to credit risk assessment
Expert Systems with Applications: An International Journal
Nearest prototype classification of noisy data
Artificial Intelligence Review
Feature selection with biased sample distributions
IRI'09 Proceedings of the 10th IEEE international conference on Information Reuse & Integration
IRI'09 Proceedings of the 10th IEEE international conference on Information Reuse & Integration
Determining the Trustworthiness of New Electronic Contracts
ESAW '09 Proceedings of the 10th International Workshop on Engineering Societies in the Agents World X
AI*IA '09: Proceedings of the XIth International Conference of the Italian Association for Artificial Intelligence Reggio Emilia on Emergent Perspectives in Artificial Intelligence
A collaborative speech enhancement approach for speech recognition in motorcycle environment
DSP'09 Proceedings of the 16th international conference on Digital Signal Processing
Banknote and coin speaker device for blind people
ICACT'09 Proceedings of the 11th international conference on Advanced Communication Technology - Volume 3
Interactive learning of the acoustic properties of household objects
ICRA'09 Proceedings of the 2009 IEEE international conference on Robotics and Automation
Learning, detecting, understanding, and predicting concept changes
IJCNN'09 Proceedings of the 2009 international joint conference on Neural Networks
IJCNN'09 Proceedings of the 2009 international joint conference on Neural Networks
A case-based reasoning system for PCB defect prediction
Expert Systems with Applications: An International Journal
Fuzzy methods in machine learning and data mining: Status and prospects
Fuzzy Sets and Systems
A comparison of classification accuracy of four genetic programming-evolved intelligent structures
Information Sciences: an International Journal
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
Evaluation of machine learning techniques for prostate cancer diagnosis and Gleason grading
International Journal of Computational Intelligence in Bioinformatics and Systems Biology
A data mining approach to strategy prediction
CIG'09 Proceedings of the 5th international conference on Computational Intelligence and Games
GA-stacking: Evolutionary stacked generalization
Intelligent Data Analysis
A framework for case-based diagnosis of batch processes in the principal components space
ETFA'09 Proceedings of the 14th IEEE international conference on Emerging technologies & factory automation
A case-based technique for tracking concept drift in spam filtering
Knowledge-Based Systems
A study of the effect of different types of noise on the precision of supervised learning techniques
Artificial Intelligence Review
Divide and Conquer Neural Networks
Neural Networks
On the discovery of subsumption relations for the alignment of ontologies
Web Semantics: Science, Services and Agents on the World Wide Web
Prototype selection algorithms for distributed learning
Pattern Recognition
Relabeling algorithm for retrieval of noisy instances and improving prediction quality
Computers in Biology and Medicine
International Journal of Artificial Intelligence and Soft Computing
On sensitivity of case-based reasoning to optimal feature subsets in business failure prediction
Expert Systems with Applications: An International Journal
Learning by discovering conflicts
AI'03 Proceedings of the 16th Canadian society for computational studies of intelligence conference on Advances in artificial intelligence
Collaborative case retention strategies for CBR agents
ICCBR'03 Proceedings of the 5th international conference on Case-based reasoning: Research and Development
Case base reduction using solution-space metrics
ICCBR'03 Proceedings of the 5th international conference on Case-based reasoning: Research and Development
Empirical evaluation of the difficulty of finding a good value of k for the nearest neighbor
ICCS'03 Proceedings of the 2003 international conference on Computational science: PartII
IWLCS'03-05 Proceedings of the 2003-2005 international conference on Learning classifier systems
Geometric graphs for improving nearest neighbor decision rules
ICCSA'03 Proceedings of the 2003 international conference on Computational science and its applications: PartIII
Evolutionary approach to overcome initialization parameters in classification problems
IWANN'03 Proceedings of the Artificial and natural neural networks 7th international conference on Computational methods in neural modeling - Volume 1
Text categorisation using a partial-matching strategy
IWANN'03 Proceedings of the Artificial and natural neural networks 7th international conference on Computational methods in neural modeling - Volume 1
An iterative fuzzy prototype induction algorithm
IWANN'03 Proceedings of the Artificial and natural neural networks 7th international conference on Computational methods in neural modeling - Volume 1
WISA'06 Proceedings of the 7th international conference on Information security applications: PartI
Frequent variable sets based clustering for artificial neural networks particle classification
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
An efficient algorithm for instance-based learning on data streams
ICDM'07 Proceedings of the 7th industrial conference on Advances in data mining: theoretical aspects and applications
Selecting features by learning Markov blankets
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
Combining bagging and random subspaces to create better ensembles
IDA'07 Proceedings of the 7th international conference on Intelligent data analysis
A multi-engine solver for quantified boolean formulas
CP'07 Proceedings of the 13th international conference on Principles and practice of constraint programming
Information Sciences: an International Journal
Experience management: foundations, development methodology, and internet-based applications
Experience management: foundations, development methodology, and internet-based applications
Weighted instance-based learning using representative intervals
MICAI'07 Proceedings of the artificial intelligence 6th Mexican international conference on Advances in artificial intelligence
Classification of microarrays with kNN: comparison of dimensionality reduction methods
IDEAL'07 Proceedings of the 8th international conference on Intelligent data engineering and automated learning
Global and local preserving feature extraction for image categorization
ICANN'07 Proceedings of the 17th international conference on Artificial neural networks
Database implementation of a model-free classifier
ADBIS'07 Proceedings of the 11th East European conference on Advances in databases and information systems
Robust approach for estimating probabilities in naive-Bayes classifier
PReMI'07 Proceedings of the 2nd international conference on Pattern recognition and machine intelligence
AI'07 Proceedings of the 20th Australian joint conference on Advances in artificial intelligence
Improving revisitation browsers capability by using a dynamic bookmarks personal toolbar
WISE'07 Proceedings of the 8th international conference on Web information systems engineering
Detection and classification of human movements in video scenes
PSIVT'07 Proceedings of the 2nd Pacific Rim conference on Advances in image and video technology
People counting in low density video sequences
PSIVT'07 Proceedings of the 2nd Pacific Rim conference on Advances in image and video technology
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
Multivariate imputation of genotype data using short and long range disequilibrium
EUROCAST'07 Proceedings of the 11th international conference on Computer aided systems theory
Multiple label text categorization on a hierarchical thesaurus
EUROCAST'07 Proceedings of the 11th international conference on Computer aided systems theory
NOLISP'07 Proceedings of the 2007 international conference on Advances in nonlinear speech processing
Image acquisition and analysis of hazardous biological material in air
MDA'06/07 Proceedings of the 2007 international conference on Advances in mass data analysis of signals and images in medicine biotechnology and chemistry
Integrating background knowledge into RBF networks for text classification
AIRS'08 Proceedings of the 4th Asia information retrieval conference on Information retrieval technology
SubClass: classification of multidimensional noisy data using subspace clusters
PAKDD'08 Proceedings of the 12th Pacific-Asia conference on Advances in knowledge discovery and data mining
Automatic recognition of hand gestures with differential evolution
Evo'08 Proceedings of the 2008 conference on Applications of evolutionary computing
IDEAL'09 Proceedings of the 10th international conference on Intelligent data engineering and automated learning
Lazy classification using an optimized instance-based learner
IDEAL'09 Proceedings of the 10th international conference on Intelligent data engineering and automated learning
A new topic filter based on maximum entropy model
FSKD'09 Proceedings of the 6th international conference on Fuzzy systems and knowledge discovery - Volume 7
Feature interval learning algorithms for classification
Knowledge-Based Systems
A comparison of data preparation approaches for e-mail categorisation
International Journal of Intelligent Information and Database Systems
Focusing solutions for data mining: analytical studies and experimental results in real-world domains
A review of instance selection methods
Artificial Intelligence Review
Machine learning of clinical performance in a pancreatic cancer database
Artificial Intelligence in Medicine
Expert Systems with Applications: An International Journal
Rights protection of trajectory datasets with nearest-neighbor preservation
The VLDB Journal — The International Journal on Very Large Data Bases
Spatial Point-Data Reduction Using Pulse Coupled Neural Network
Neural Processing Letters
Collaborative multi-agent rock facies classification from wireline well log data
Engineering Applications of Artificial Intelligence
Noise reduction for instance-based learning with a local maximal margin approach
Journal of Intelligent Information Systems
Instance-based natural language generation
Natural Language Engineering
Pattern Recognition Letters
UvT: Memory-based pairwise ranking of paraphrasing verbs
SemEval '10 Proceedings of the 5th International Workshop on Semantic Evaluation
A two-stage algorithm in evolutionary product unit neural networks for classification
Expert Systems with Applications: An International Journal
Noninvasive diagnosis of pulmonary hypertension using heart sound analysis
Computers in Biology and Medicine
Ad hoc attribute-value prediction
AAAI'96 Proceedings of the thirteenth national conference on Artificial intelligence - Volume 2
Analyses of instance-based learning algorithms
AAAI'91 Proceedings of the ninth National conference on Artificial intelligence - Volume 2
Context-based object recognition
PerMIS '09 Proceedings of the 9th Workshop on Performance Metrics for Intelligent Systems
The feature selection problem: traditional methods and a new algorithm
AAAI'92 Proceedings of the tenth national conference on Artificial intelligence
AAAI'92 Proceedings of the tenth national conference on Artificial intelligence
Symbolic nearest mean classifiers
AAAI'97/IAAI'97 Proceedings of the fourteenth national conference on artificial intelligence and ninth conference on Innovative applications of artificial intelligence
Three complementary approaches to context aware movie recommendation
Proceedings of the Workshop on Context-Aware Movie Recommendation
Selectively diversifying web search results
CIKM '10 Proceedings of the 19th ACM international conference on Information and knowledge management
Data-driven models for monthly streamflow time series prediction
Engineering Applications of Artificial Intelligence
Artificial immune classifier with swarm learning
Engineering Applications of Artificial Intelligence
Local-feature-based image retrieval with weighted relevance feedback
International Journal of Business Intelligence and Data Mining
Robust approach for estimating probabilities in Naïve-Bayes Classifier for gene expression data
Expert Systems with Applications: An International Journal
Similarity-Based Classification in Relational Databases
Fundamenta Informaticae
An empirical study of applying ensembles of heterogeneous classifiers on imperfect data
PAKDD'09 Proceedings of the 13th Pacific-Asia international conference on Knowledge discovery and data mining: new frontiers in applied data mining
A randomized sphere cover classifier
IDEAL'10 Proceedings of the 11th international conference on Intelligent data engineering and automated learning
Learning negotiation policies using IB3 and Bayesian networks
IDEAL'10 Proceedings of the 11th international conference on Intelligent data engineering and automated learning
Using machine learning to prescribe warfarin
AIMSA'10 Proceedings of the 14th international conference on Artificial intelligence: methodology, systems, and applications
Comparing EEG/ERP-like and fMRI-like techniques for reading machine thoughts
BI'10 Proceedings of the 2010 international conference on Brain informatics
Preference generation for autonomous agents
MATES'10 Proceedings of the 8th German conference on Multiagent system technologies
A class boundary preserving algorithm for data condensation
Pattern Recognition
Improving phone duration modelling using support vector regression fusion
Speech Communication
The use of artificial intelligence based techniques for intrusion detection: a review
Artificial Intelligence Review
Identifying and eliminating mislabeled training instances
AAAI'96 Proceedings of the thirteenth national conference on Artificial intelligence - Volume 1
Using biased discriminant analysis for email filtering
KES'10 Proceedings of the 14th international conference on Knowledge-based and intelligent information and engineering systems: Part I
Robust ensemble learning for mining noisy data streams
Decision Support Systems
A class-specific ensemble feature selection approach for classification problems
Proceedings of the 48th Annual Southeast Regional Conference
IEEE Transactions on Evolutionary Computation
Adaptive case-based reasoning using retention and forgetting strategies
Knowledge-Based Systems
Pattern recognition techniques for the classification of malware packers
ACISP'10 Proceedings of the 15th Australasian conference on Information security and privacy
Using classification methods to evaluate attribute disclosure risk
MDAI'10 Proceedings of the 7th international conference on Modeling decisions for artificial intelligence
The landscape contest at ICPR 2010
ICPR'10 Proceedings of the 20th International conference on Recognizing patterns in signals, speech, images, and videos
Identifying important action primitives for high level activity recognition
EuroSSC'10 Proceedings of the 5th European conference on Smart sensing and context
Pattern Recognition Letters
Improving dynamic facial expression recognition with feature subset selection
Pattern Recognition Letters
Semi-supervised multi-class Adaboost by exploiting unlabeled data
Expert Systems with Applications: An International Journal
Evolutionary selection of hyperrectangles in nested generalized exemplar learning
Applied Soft Computing
Anomaly detection in noisy and irregular time series: the "turbodiesel charging pressure" case study
IEA/AIE'10 Proceedings of the 23rd international conference on Industrial engineering and other applications of applied intelligent systems - Volume Part I
A preliminary study on the selection of generalized instances for imbalanced classification
IEA/AIE'10 Proceedings of the 23rd international conference on Industrial engineering and other applications of applied intelligent systems - Volume Part I
Surrounding influenced K-nearest neighbors: a new distance based classifier
ADMA'10 Proceedings of the 6th international conference on Advanced data mining and applications: Part I
Detecting drifts in multi-issue negotiations
IBERAMIA'10 Proceedings of the 12th Ibero-American conference on Advances in artificial intelligence
eXiT*CBR: A framework for case-based medical diagnosis development and experimentation
Artificial Intelligence in Medicine
Use of Medical Subject Headings (MeSH) in Portuguese for categorizing web-based healthcare content
Journal of Biomedical Informatics
One Dependence Value Difference Metric
Knowledge-Based Systems
A hierarchical shrinking decision tree for imbalanced datasets
DNCOCO'06 Proceedings of the 5th WSEAS international conference on Data networks, communications and computers
A novel two-stage phased modeling framework for early fraud detection in online auctions
Expert Systems with Applications: An International Journal
Fuzzy-rough nearest neighbour classification
Transactions on rough sets XIII
PolyA-iEP: A data mining method for the effective prediction of polyadenylation sites
Expert Systems with Applications: An International Journal
A retrieval strategy using the integrated knowledge of similarity and associations
DASFAA'11 Proceedings of the 16th international conference on Database systems for advanced applications: Part II
Correntropy based feature selection using binary projection
Pattern Recognition
Reducing the effort of bug report triage: Recommenders for development-oriented decisions
ACM Transactions on Software Engineering and Methodology (TOSEM)
Instance-based classifiers applied to medical databases: Diagnosis and knowledge extraction
Artificial Intelligence in Medicine
A comparison of machine learning methods for the prediction of breast cancer
EvoBIO'11 Proceedings of the 9th European conference on Evolutionary computation, machine learning and data mining in bioinformatics
Evaluating case selection algorithms for analogical reasoning systems
IWINAC'11 Proceedings of the 4th international conference on Interplay between natural and artificial computation - Volume Part I
An efficient statistical feature selection approach for classification of gene expression data
Journal of Biomedical Informatics
Information Sciences: an International Journal
Distributed learning with data reduction
Transactions on computational collective intelligence IV
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
Using classifier-based nominal imputation to improve machine learning
PAKDD'11 Proceedings of the 15th Pacific-Asia conference on Advances in knowledge discovery and data mining - Volume Part I
Cloud-based malware detection for evolving data streams
ACM Transactions on Management Information Systems (TMIS)
INSIGHT: efficient and effective instance selection for time-series classification
PAKDD'11 Proceedings of the 15th Pacific-Asia conference on Advances in knowledge discovery and data mining - Volume Part II
Improving k nearest neighbor with exemplar generalization for imbalanced classification
PAKDD'11 Proceedings of the 15th Pacific-Asia conference on Advances in knowledge discovery and data mining - Volume Part II
Studying the hybridization of artificial neural networks in HECIC
IWANN'11 Proceedings of the 11th international conference on Artificial neural networks conference on Advances in computational intelligence - Volume Part II
Supporting system for detecting pathologies
IWANN'11 Proceedings of the 11th international conference on Artificial neural networks conference on Advances in computational intelligence - Volume Part II
Interactive object recognition using proprioceptive and auditory feedback
International Journal of Robotics Research
Evolutionary-based selection of generalized instances for imbalanced classification
Knowledge-Based Systems
Fast wrapper feature subset selection in high-dimensional datasets by means of filter re-ranking
Knowledge-Based Systems
Classification model for data streams based on similarity
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 I
Fuzzy-rough nearest neighbour classification and prediction
Theoretical Computer Science
An ensemble of filters and classifiers for microarray data classification
Pattern Recognition
Emotional states in judicial courtrooms: An experimental investigation
Speech Communication
kNN query processing in metric spaces using GPUs
Euro-Par'11 Proceedings of the 17th international conference on Parallel processing - Volume Part I
Human identification based on gait paths
ACIVS'11 Proceedings of the 13th international conference on Advanced concepts for intelligent vision systems
Contributions to the study of SMS spam filtering: new collection and results
Proceedings of the 11th ACM symposium on Document engineering
Spam detection on twitter using traditional classifiers
ATC'11 Proceedings of the 8th international conference on Autonomic and trusted computing
Collaborative track analysis, data cleansing, and labeling
ISVC'11 Proceedings of the 7th international conference on Advances in visual computing - Volume Part I
Learning curve in concept drift while using active learning paradigm
ICAIS'11 Proceedings of the Second international conference on Adaptive and intelligent systems
Identifying mislabeled training data with the aid of unlabeled data
Applied Intelligence
Structured data classification by means of matrix factorization
Proceedings of the 20th ACM international conference on Information and knowledge management
More or better: on trade-offs in compacting textual problem solution repositories
Proceedings of the 20th ACM international conference on Information and knowledge management
International Journal of Applied Mathematics and Computer Science - Semantic Knowledge Engineering
Combining feature and example pruning by uncertainty minimization
UAI'00 Proceedings of the Sixteenth conference on Uncertainty in artificial intelligence
CAEPIA'11 Proceedings of the 14th international conference on Advances in artificial intelligence: spanish association for artificial intelligence
Dynamic categorization of clinical research eligibility criteria by hierarchical clustering
Journal of Biomedical Informatics
Taxonomy of classifiers based on dissimilarity features
ICAPR'05 Proceedings of the Third international conference on Advances in Pattern Recognition - Volume Part I
Exploring essential attributes for detecting MicroRNA precursors from background sequences
VDMB'06 Proceedings of the First international conference on Data Mining and Bioinformatics
A novel data mining approach for the accurate prediction of translation initiation sites
ISBMDA'06 Proceedings of the 7th international conference on Biological and Medical Data Analysis
A Software Tool for Determination of Breast Cancer Treatment Methods Using Data Mining Approach
Journal of Medical Systems
A nearest features classifier using a self-organizing map for memory base evaluation
ICANN'06 Proceedings of the 16th international conference on Artificial Neural Networks - Volume Part II
Detection of pathological cells in phase contrast cytological images
ACIVS'06 Proceedings of the 8th international conference on Advanced Concepts For Intelligent Vision Systems
BioDM'06 Proceedings of the 2006 international conference on Data Mining for Biomedical Applications
Informative MicroRNA expression patterns for cancer classification
BioDM'06 Proceedings of the 2006 international conference on Data Mining for Biomedical Applications
Protein classification with multiple algorithms
PCI'05 Proceedings of the 10th Panhellenic conference on Advances in Informatics
Selecting prototypes in mixed incomplete data
CIARP'05 Proceedings of the 10th Iberoamerican Congress conference on Progress in Pattern Recognition, Image Analysis and Applications
Learning similarity measure of nominal features in CBR classifiers
PReMI'05 Proceedings of the First international conference on Pattern Recognition and Machine Intelligence
Decision tree induction with CBR
PReMI'05 Proceedings of the First international conference on Pattern Recognition and Machine Intelligence
SETN'06 Proceedings of the 4th Helenic conference on Advances in Artificial Intelligence
Ensemble pruning using reinforcement learning
SETN'06 Proceedings of the 4th Helenic conference on Advances in Artificial Intelligence
Employing fujisaki's intonation model parameters for emotion recognition
SETN'06 Proceedings of the 4th Helenic conference on Advances in Artificial Intelligence
Classification by instance-based learning algorithm
IDEAL'05 Proceedings of the 6th international conference on Intelligent Data Engineering and Automated Learning
Effective and scalable authorship attribution using function words
AIRS'05 Proceedings of the Second Asia conference on Asia Information Retrieval Technology
Improving scheduling decisions by using knowledge about parallel applications resource usage
HPCC'05 Proceedings of the First international conference on High Performance Computing and Communications
Computers and Electronics in Agriculture
Feature subset selection with cumulate conditional mutual information minimization
Expert Systems with Applications: An International Journal
Proceedings of the 2nd ACM SIGHIT International Health Informatics Symposium
A measure for data set editing by ordered projections
IEA/AIE'06 Proceedings of the 19th international conference on Advances in Applied Artificial Intelligence: industrial, Engineering and Other Applications of Applied Intelligent Systems
A hybrid learning strategy for discovery of policies of action
IBERAMIA-SBIA'06 Proceedings of the 2nd international joint conference, and Proceedings of the 10th Ibero-American Conference on AI 18th Brazilian conference on Advances in Artificial Intelligence
Automatic classification of handsegmented image parts with differential evolution
EuroGP'06 Proceedings of the 2006 international conference on Applications of Evolutionary Computing
Document representations for classification of short web-page descriptions
DaWaK'06 Proceedings of the 8th international conference on Data Warehousing and Knowledge Discovery
Predicting high-risk program modules by selecting the right software measurements
Software Quality Control
Estimating the risk of fire outbreaks in the natural environment
Data Mining and Knowledge Discovery
Lazy training of radial basis neural networks
ICANN'06 Proceedings of the 16th international conference on Artificial Neural Networks - Volume Part I
Variable consistency bagging ensembles
Transactions on Rough Sets XI
Satisfiability judgement under incomplete information
Transactions on Rough Sets XI
Probabilistic based recursive model for face recognition
FSKD'05 Proceedings of the Second international conference on Fuzzy Systems and Knowledge Discovery - Volume Part II
Combination of metric-based and rule-based classification
RSFDGrC'05 Proceedings of the 10th international conference on Rough Sets, Fuzzy Sets, Data Mining, and Granular Computing - Volume Part I
Hybrid algorithms with instance-based classification
ECML'05 Proceedings of the 16th European conference on Machine Learning
ACE: adaptive classifiers-ensemble system for concept-drifting environments
MCS'05 Proceedings of the 6th international conference on Multiple Classifier Systems
Biometric recognition using feature selection and combination
AVBPA'05 Proceedings of the 5th international conference on Audio- and Video-Based Biometric Person Authentication
An algorithm for pruning redundant modules in min-max modular network with GZC function
ICNC'05 Proceedings of the First international conference on Advances in Natural Computation - Volume Part I
Support vector based prototype selection method for nearest neighbor rules
ICNC'05 Proceedings of the First international conference on Advances in Natural Computation - Volume Part I
Learning k-nearest neighbor naive bayes for ranking
ADMA'05 Proceedings of the First international conference on Advanced Data Mining and Applications
Multi-strategy instance selection in mining chronic hepatitis data
ISMIS'05 Proceedings of the 15th international conference on Foundations of Intelligent Systems
Analysis of feature rankings for classification
IDA'05 Proceedings of the 6th international conference on Advances in Intelligent Data Analysis
Instance cloning local naive bayes
AI'05 Proceedings of the 18th Canadian Society conference on Advances in Artificial Intelligence
TSD'06 Proceedings of the 9th international conference on Text, Speech and Dialogue
PolarityRank: Finding an equilibrium between followers and contraries in a network
Information Processing and Management: an International Journal
Feature selection for improved phone duration modeling of greek emotional speech
SETN'10 Proceedings of the 6th Hellenic conference on Artificial Intelligence: theories, models and applications
Using classification techniques to improve replica selection in data grid
ODBASE'06/OTM'06 Proceedings of the 2006 Confederated international conference on On the Move to Meaningful Internet Systems: CoopIS, DOA, GADA, and ODBASE - Volume Part II
IWANN'05 Proceedings of the 8th international conference on Artificial Neural Networks: computational Intelligence and Bioinspired Systems
Mining clinical data: selecting decision support algorithm for the MET-AP system
AIME'05 Proceedings of the 10th conference on Artificial Intelligence in Medicine
ILP'05 Proceedings of the 15th international conference on Inductive Logic Programming
Image analysis and automatic surface identification by a bi-level multi-classifier
BVAI'05 Proceedings of the First international conference on Brain, Vision, and Artificial Intelligence
Information Sciences: an International Journal
Self-organising hierarchical retrieval in a case-agent system
ECCBR'06 Proceedings of the 8th European conference on Advances in Case-Based Reasoning
A comparative study of catalogue-based classification
ECCBR'06 Proceedings of the 8th European conference on Advances in Case-Based Reasoning
Complexity profiling for informed case-base editing
ECCBR'06 Proceedings of the 8th European conference on Advances in Case-Based Reasoning
Comparative analysis of classification methods for protein interaction verification system
ADVIS'06 Proceedings of the 4th international conference on Advances in Information Systems
On the use of brain decoded signals for online user adaptive gesture recognition systems
Pervasive'10 Proceedings of the 8th international conference on Pervasive Computing
Analogy-based reasoning in classifier construction
Transactions on Rough Sets IV
Evaluation methods and strategies for the interactive use of classifiers
International Journal of Human-Computer Studies
Artificial Intelligence in Medicine
A simple artificial immune system (SAIS) for generating classifier systems
AI'06 Proceedings of the 19th Australian joint conference on Artificial Intelligence: advances in Artificial Intelligence
Turkish fingerspelling recognition system using axis of least inertia based fast alignment
AI'06 Proceedings of the 19th Australian joint conference on Artificial Intelligence: advances in Artificial Intelligence
An incremental class boundary preserving hypersphere classifier
ICONIP'11 Proceedings of the 18th international conference on Neural Information Processing - Volume Part II
Incorporating knowledge in evolutionary prototype selection
IDEAL'06 Proceedings of the 7th international conference on Intelligent Data Engineering and Automated Learning
A proposal of evolutionary prototype selection for class imbalance problems
IDEAL'06 Proceedings of the 7th international conference on Intelligent Data Engineering and Automated Learning
An eye-hand data fusion framework for pervasive sensing of surgical activities
Pattern Recognition
Bayesian-based instance weighting techniques for instance-based learners
AIKED'12 Proceedings of the 11th WSEAS international conference on Artificial Intelligence, Knowledge Engineering and Data Bases
Subglacial water presence classification from polar radar data
Engineering Applications of Artificial Intelligence
Preference-Based CBR: first steps toward a methodological framework
ICCBR'11 Proceedings of the 19th international conference on Case-Based Reasoning Research and Development
Comparison of reuse strategies for case-based classification in bioinformatics
ICCBR'11 Proceedings of the 19th international conference on Case-Based Reasoning Research and Development
Investigation into human preference between common and unambiguous lexical substitutions
ENLG '11 Proceedings of the 13th European Workshop on Natural Language Generation
Socio-semantic conversational information access
Proceedings of the 21st international conference companion on World Wide Web
A Modified Short and Fukunaga Metric based on the attribute independence assumption
Pattern Recognition Letters
Feature selection for MAUC-oriented classification systems
Neurocomputing
Filter versus wrapper gene selection approaches in DNA microarray domains
Artificial Intelligence in Medicine
Feature subset selection by genetic algorithms and estimation of distribution algorithms
Artificial Intelligence in Medicine
An unsupervised approach to feature discretization and selection
Pattern Recognition
Hybrid dynamic k-nearest-neighbour and distance and attribute weighted method for classification
International Journal of Computer Applications in Technology
HAIS'12 Proceedings of the 7th international conference on Hybrid Artificial Intelligent Systems - Volume Part I
An incremental hypersphere learning framework for protein membership prediction
HAIS'12 Proceedings of the 7th international conference on Hybrid Artificial Intelligent Systems - Volume Part I
Semi-supervised ensemble learning of data streams in the presence of concept drift
HAIS'12 Proceedings of the 7th international conference on Hybrid Artificial Intelligent Systems - Volume Part II
Multiple-view shape extraction from shading as local regression by analytic NN scheme
Mathematical and Computer Modelling: An International Journal
Optimizing MapReduce for GPUs with effective shared memory usage
Proceedings of the 21st international symposium on High-Performance Parallel and Distributed Computing
Performance of classification models from a user perspective
Decision Support Systems
K Nearest Neighbor Equality: Giving equal chance to all existing classes
Information Sciences: an International Journal
A parsimony fuzzy rule-based classifier using axiomatic fuzzy set theory and support vector machines
Information Sciences: an International Journal
Artificial Intelligence in Medicine
SciMATE: A Novel MapReduce-Like Framework for Multiple Scientific Data Formats
CCGRID '12 Proceedings of the 2012 12th IEEE/ACM International Symposium on Cluster, Cloud and Grid Computing (ccgrid 2012)
On the separability of structural classes of communities
Proceedings of the 18th ACM SIGKDD international conference on Knowledge discovery and data mining
Mal-ID: automatic malware detection using common segment analysis and meta-features
The Journal of Machine Learning Research
Learning a concept-based document similarity measure
Journal of the American Society for Information Science and Technology
Automatic configuration selection using ontology matching task profiling
ESWC'12 Proceedings of the 9th international conference on The Semantic Web: research and applications
An effective early fraud detection method for online auctions
Electronic Commerce Research and Applications
A multiclassifier approach for drill wear prediction
MLDM'12 Proceedings of the 8th international conference on Machine Learning and Data Mining in Pattern Recognition
LEFT-logical expressions feature transformation: a framework for transformation of symbolic features
ISNN'12 Proceedings of the 9th international conference on Advances in Neural Networks - Volume Part II
Predicting warfarin dosage from clinical data: A supervised learning approach
Artificial Intelligence in Medicine
Proceedings of the 8th International Conference on Predictive Models in Software Engineering
Satisfiability of Formulas from the Standpoint of Object Classification: The RST Approach
Fundamenta Informaticae - Concurrency Specification and Programming (CS&P)
Instant degradation of anonymity in low-latency anonymisation systems
AIMS'12 Proceedings of the 6th IFIP WG 6.6 international autonomous infrastructure, management, and security conference on Dependable Networks and Services
Acoustic bird activity detection on real-field data
SETN'12 Proceedings of the 7th Hellenic conference on Artificial Intelligence: theories and applications
Differential evolution and perceptron decision trees for classification tasks
IDEAL'12 Proceedings of the 13th international conference on Intelligent Data Engineering and Automated Learning
On achieving semi-supervised pattern recognition by utilizing tree-based SOMs
Pattern Recognition
RIONA: A New Classification System Combining Rule Induction and Instance-Based Learning
Fundamenta Informaticae
Efficient dataset size reduction by finding homogeneous clusters
Proceedings of the Fifth Balkan Conference in Informatics
Local Feature Selection with Dynamic Integration of Classifiers
Fundamenta Informaticae - Intelligent Systems
Re-examining machine translation metrics for paraphrase identification
NAACL HLT '12 Proceedings of the 2012 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies
Prediction of the Amount of Wood Using Neural Networks
Journal of Mathematical Modelling and Algorithms
A Bayesian network for burr detection in the drilling process
Journal of Intelligent Manufacturing
Accelerating MapReduce on a coupled CPU-GPU architecture
SC '12 Proceedings of the International Conference on High Performance Computing, Networking, Storage and Analysis
Empirical study of Software Quality estimation
Proceedings of the Second International Conference on Computational Science, Engineering and Information Technology
Exploit semantic information for category annotation recommendation in wikipedia
NLDB'07 Proceedings of the 12th international conference on Applications of Natural Language to Information Systems
Divergence-based feature selection for separate classes
Neurocomputing
Automatic classification of archaeological pottery sherds
Journal on Computing and Cultural Heritage (JOCCH)
Predicting the secondary structure of proteins using machine learning algorithms
International Journal of Data Mining and Bioinformatics
Understanding critical factors in appearance-based gender categorization
ECCV'12 Proceedings of the 12th international conference on Computer Vision - Volume 2
Feature ranking methods used for selection of prototypes
ICANN'12 Proceedings of the 22nd international conference on Artificial Neural Networks and Machine Learning - Volume Part II
Predicting liver motion using exemplar models
MICCAI'12 Proceedings of the 4th international conference on Abdominal Imaging: computational and clinical applications
Biomedic Organizations: An intelligent dynamic architecture for KDD
Information Sciences: an International Journal
A social approach for learning agents
Expert Systems with Applications: An International Journal
Effects of data set features on the performances of classification algorithms
Expert Systems with Applications: An International Journal
Differential Evolution for automatic rule extraction from medical databases
Applied Soft Computing
Fuzzy particle swarm optimization for intrusion detection
ICONIP'12 Proceedings of the 19th international conference on Neural Information Processing - Volume Part V
Comparative analysis of clustering algorithms applied to the classification of bugs
ICONIP'12 Proceedings of the 19th international conference on Neural Information Processing - Volume Part V
Evaluating tree-decomposition based algorithms for answer set programming
LION'12 Proceedings of the 6th international conference on Learning and Intelligent Optimization
Engineering Applications of Artificial Intelligence
Part of speech tagging for arabic
Natural Language Engineering
The use of artificial-intelligence-based ensembles for intrusion detection: a review
Applied Computational Intelligence and Soft Computing
Enhancing the Adaptation of BDI Agents Using Learning Techniques
International Journal of Agent Technologies and Systems
Cross-validation of bimodal health-related stress assessment
Personal and Ubiquitous Computing
A scalable approach to simultaneous evolutionary instance and feature selection
Information Sciences: an International Journal
Extraction of fuzzy rules from fuzzy decision trees: An axiomatic fuzzy sets (AFS) approach
Data & Knowledge Engineering
Evolving event detectors in multi-channel sensor data
AI'12 Proceedings of the 25th Australasian joint conference on Advances in Artificial Intelligence
Parallels between machine and brain decoding
BI'12 Proceedings of the 2012 international conference on Brain Informatics
An anti-tampering algorithm based on an artificial intelligence approach
ISMIS'12 Proceedings of the 20th international conference on Foundations of Intelligent Systems
Predicting group evolution in the social network
SocInfo'12 Proceedings of the 4th international conference on Social Informatics
Safe exploration of state and action spaces in reinforcement learning
Journal of Artificial Intelligence Research
International Journal of Intelligent Systems Technologies and Applications
Data & Knowledge Engineering
A text cube approach to human, social and cultural behavior in the twitter stream
SBP'13 Proceedings of the 6th international conference on Social Computing, Behavioral-Cultural Modeling and Prediction
Human action recognition from multi-sensor stream data by genetic programming
EvoApplications'13 Proceedings of the 16th European conference on Applications of Evolutionary Computation
ACM Transactions on Multimedia Computing, Communications, and Applications (TOMCCAP)
Recognition of word collocation habits using frequency rank ratio and inter-term intimacy
Expert Systems with Applications: An International Journal
From model-based control to data-driven control: Survey, classification and perspective
Information Sciences: an International Journal
A comparison of machine learning algorithms for proactive hard disk drive failure detection
Proceedings of the 4th international ACM Sigsoft symposium on Architecting critical systems
Learning time series patterns by genetic programming
ACSC '12 Proceedings of the Thirty-fifth Australasian Computer Science Conference - Volume 122
An interpretable classification rule mining algorithm
Information Sciences: an International Journal
An Augmented Value Difference Measure
Pattern Recognition Letters
FRPS: A Fuzzy Rough Prototype Selection method
Pattern Recognition
AIB2: an abstraction data reduction technique based on IB2
Proceedings of the 6th Balkan Conference in Informatics
Community-based features for identifying spammers in online social networks
Proceedings of the 2013 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining
Different approaches to community evolution prediction in blogosphere
Proceedings of the 2013 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining
Unveiling relevant non-motor Parkinson's disease severity symptoms using a machine learning approach
Artificial Intelligence in Medicine
Using classification algorithms for predicting durum wheat yield in the province of Buenos Aires
Computers and Electronics in Agriculture
Information Technology and Management
Engineering Applications of Artificial Intelligence
Engineering Applications of Artificial Intelligence
Evaluating data mining algorithms using molecular dynamics trajectories
International Journal of Data Mining and Bioinformatics
ATISA: Adaptive Threshold-based Instance Selection Algorithm
Expert Systems with Applications: An International Journal
Healthcare Data Mining: Predicting Hospital Length of Stay PHLOS
International Journal of Knowledge Discovery in Bioinformatics
How can i help you': comparing engagement classification strategies for a robot bartender
Proceedings of the 15th ACM on International conference on multimodal interaction
Spike-timing-dependent construction
Neural Computation
A separability framework for analyzing community structure
ACM Transactions on Knowledge Discovery from Data (TKDD) - Casin special issue
The relationship between stress and conflict handling style in an ODR environment
JSAI-isAI'12 Proceedings of the 2012 international conference on New Frontiers in Artificial Intelligence
Preceding rule induction with instance reduction methods
MLDM'13 Proceedings of the 9th international conference on Machine Learning and Data Mining in Pattern Recognition
Healthcare Data Mining: Predicting Hospital Length of Stay PHLOS
International Journal of Knowledge Discovery in Bioinformatics
SVOIS: Support Vector Oriented Instance Selection for text classification
Information Systems
Journal of Computer and System Sciences
Proceedings of the 15th ACM on International conference on multimodal interaction
Missing values: how many can they be to preserve classification reliability?
Artificial Intelligence Review
Inducing models of behavior from expert task performance in virtual environments
Computational & Mathematical Organization Theory
Speeding up incremental wrapper feature subset selection with Naive Bayes classifier
Knowledge-Based Systems
Information Sciences: an International Journal
Software quality assessment using a multi-strategy classifier
Information Sciences: an International Journal
Applying Ant Colony Optimization to configuring stacking ensembles for data mining
Expert Systems with Applications: An International Journal
Linear reconstruction measure steered nearest neighbor classification framework
Pattern Recognition
Fuzzy nearest neighbor algorithms: Taxonomy, experimental analysis and prospects
Information Sciences: an International Journal
A feature subset selection algorithm automatic recommendation method
Journal of Artificial Intelligence Research
Optimizing biodiversity prediction from abiotic parameters
Environmental Modelling & Software
Proceedings of the first ACM conference on Learning @ scale conference
Artificial Intelligence in Medicine
Silhouette-based human action recognition using SAX-Shapes
The Visual Computer: International Journal of Computer Graphics
Machine Learning-Based Runtime Scheduler for Mobile Offloading Framework
UCC '13 Proceedings of the 2013 IEEE/ACM 6th International Conference on Utility and Cloud Computing
A similarity-based approach for data stream classification
Expert Systems with Applications: An International Journal
Concept drift detection via competence models
Artificial Intelligence
Information Sciences: an International Journal
Evolutionary instance selection for text classification
Journal of Systems and Software
On the use of meta-learning for instance selection: An architecture and an experimental study
Information Sciences: an International Journal
Prediction of faults-slip-through in large software projects: an empirical evaluation
Software Quality Control
Multi-label automatic indexing of music by cascade classifiers
Web Intelligence and Agent Systems
Specific-class distance measures for nominal attributes
AI Communications
Journal of Ambient Intelligence and Smart Environments - Design and Deployment of Intelligent Environments
Intelligent Data Analysis
A novel feature subset selection algorithm based on association rule mining
Intelligent Data Analysis
Impact of noise on credit risk prediction: Does data quality really matter?
Intelligent Data Analysis
Hi-index | 0.07 |
Storing and using specific instances improves the performance of several supervised learning algorithms. These include algorithms that learn decision trees, classification rules, and distributed networks. However, no investigation has analyzed algorithms that use only specific instances to solve incremental learning tasks. In this paper, we describe a framework and methodology, called instance-based learning, that generates classification predictions using only specific instances. Instance-based learning algorithms do not maintain a set of abstractions derived from specific instances. This approach extends the nearest neighbor algorithm, which has large storage requirements. We describe how storage requirements can be significantly reduced with, at most, minor sacrifices in learning rate and classification accuracy. While the storage-reducing algorithm performs well on several real-world databases, its performance degrades rapidly with the level of attribute noise in training instances. Therefore, we extended it with a significance test to distinguish noisy instances. This extended algorithm's performance degrades gracefully with increasing noise levels and compares favorably with a noise-tolerant decision tree algorithm.