Control-Sensitive Feature Selection for Lazy Learners
Artificial Intelligence Review - Special issue on lazy learning
Separate-and-Conquer Rule Learning
Artificial Intelligence Review
Forgetting Exceptions is Harmful in Language Learning
Machine Learning - Special issue on natural language learning
A simple, fast, and effective rule learner
AAAI '99/IAAI '99 Proceedings of the sixteenth national conference on Artificial intelligence and the eleventh Innovative applications of artificial intelligence conference innovative applications of artificial intelligence
Reduction Techniques for Instance-BasedLearning Algorithms
Machine Learning
Machine Learning for Information Extraction in Informal Domains
Machine Learning - Special issue on information retrieval
The Role of Occam‘s Razor in Knowledge Discovery
Data Mining and Knowledge Discovery
Data Mining and Knowledge Discovery
Discovering Useful Concept Prototypes for Classification Based on Filtering and Abstraction
IEEE Transactions on Pattern Analysis and Machine Intelligence
Discovering Strong Principles of Expressive Music Performance with the PLCG Rule Learning Strategy
EMCL '01 Proceedings of the 12th European Conference on Machine Learning
ECML '02 Proceedings of the 13th European Conference on Machine Learning
Integrating Rules and Cases in Learning via Case Explanation and Paradigm Shift
IBERAMIA-SBIA '00 Proceedings of the International Joint Conference, 7th Ibero-American Conference on AI: Advances in Artificial Intelligence
Rule Extraction from Radial Basis Function Networks by Using Support Vectors
IBERAMIA 2002 Proceedings of the 8th Ibero-American Conference on AI: Advances in Artificial Intelligence
Combining Rule-Based and Case-Based Learning for Iterative Part-of-Speech Tagging
EWCBR '00 Proceedings of the 5th European Workshop on Advances in Case-Based Reasoning
Learning to Adapt for Case-Based Design
ECCBR '02 Proceedings of the 6th European Conference on Advances in Case-Based Reasoning
Integrating Hybrid Rule-Based with Case-Based Reasoning
ECCBR '02 Proceedings of the 6th European Conference on Advances in Case-Based Reasoning
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
A Pathology of Bottom-Up Hill-Climbing in Inductive Rule Learning
ALT '02 Proceedings of the 13th International Conference on Algorithmic Learning Theory
Handbook of data mining and knowledge discovery
Mining customer product ratings for personalized marketing
Decision Support Systems - Special issue: Web data mining
Multilevel data summarization from information systems: a "rule + exception" approach
AI Communications - Special issue on Artificial intelligence advances in China
Possibilistic instance-based learning
Artificial Intelligence - Special issue: Fuzzy set and possibility theory-based methods in artificial intelligence
Benchmarking Least Squares Support Vector Machine Classifiers
Machine Learning
Center-based indexing in vector and metric spaces
Fundamenta Informaticae
DeEPs: A New Instance-Based Lazy Discovery and Classification System
Machine Learning
Hybrid approach for case adaptation
Design and application of hybrid intelligent systems
Pareto-optimal patterns in logical analysis of data
Discrete Applied Mathematics - Discrete mathematics & data mining (DM & DM)
Mining knowledge from text using information extraction
ACM SIGKDD Explorations Newsletter - Natural language processing and text mining
Combining model-based and instance-based learning for first order regression
ICML '05 Proceedings of the 22nd international conference on Machine learning
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
Exceptionality and natural language learning
CONLL '03 Proceedings of the seventh conference on Natural language learning at HLT-NAACL 2003 - Volume 4
Combining Information Extraction Systems Using Voting and Stacked Generalization
The Journal of Machine Learning Research
Multilevel data summarization from information systems: a “rule + exception” approach
AI Communications - Artificial Intelligence Advances in China
Learning adaptation knowledge to improve case-based reasoning
Artificial Intelligence
RIONA: A New Classification System Combining Rule Induction and Instance-Based Learning
Fundamenta Informaticae
On k-NN Method with Preprocessing
Fundamenta Informaticae
Fuzzy lattice reasoning (FLR) classifier and its application for ambient ozone estimation
International Journal of Approximate Reasoning
Weighted Instance Typicality Search (WITS): A nearest neighbor data reduction algorithm
Intelligent Data Analysis
Setting attribute weights for k-NN based binary classification via quadratic programming
Intelligent Data Analysis
Distance functions for categorical and mixed variables
Pattern Recognition Letters
Efficient instance-based learning on data streams
Intelligent Data Analysis
Solving Regression by Learning an Ensemble of Decision Rules
ICAISC '08 Proceedings of the 9th international conference on Artificial Intelligence and Soft Computing
A decision support system for detecting products missing from the shelf based on heuristic rules
Decision Support Systems
A novel distance-based classifier built on pattern ranking
Proceedings of the 2009 ACM symposium on Applied Computing
IWANN '03 Proceedings of the 7th International Work-Conference on Artificial and Natural Neural Networks: Part II: Artificial Neural Nets Problem Solving Methods
A Multi-Strategy Approach to KNN and LARM on Small and Incrementally Induced Prediction Knowledge
ADMA '09 Proceedings of the 5th International Conference on Advanced Data Mining and Applications
Mining soft-matching rules from textual data
IJCAI'01 Proceedings of the 17th international joint conference on Artificial intelligence - Volume 2
ROCCER: an algorithm for rule learning based on ROC analysis
IJCAI'05 Proceedings of the 19th international joint conference on Artificial intelligence
Pareto-optimal patterns in logical analysis of data
Discrete Applied Mathematics
Environmental Modelling & Software
Introspective learning to build case-based reasoning (CBR) knowledge containers
MLDM'03 Proceedings of the 3rd international conference on Machine learning and data mining in pattern recognition
A rule-based scheme for filtering examples from majority class in an imbalanced training set
MLDM'03 Proceedings of the 3rd international conference on Machine learning and data mining in pattern recognition
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
A new learning method for single layer neural networks based on a regularized cost function
IWANN'03 Proceedings of the Artificial and natural neural networks 7th international conference on Computational methods in neural modeling - Volume 1
A neural approach to extended logic programs
IWANN'03 Proceedings of the Artificial and natural neural networks 7th international conference on Computational methods in neural modeling - Volume 1
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
Efficient multi-method rule learning for pattern classification machine learning and data mining
PReMI'07 Proceedings of the 2nd international conference on Pattern recognition and machine intelligence
Computers and Electronics in Agriculture
ENDER: a statistical framework for boosting decision rules
Data Mining and Knowledge Discovery
Towards a unified approach to concept learning
AAAI'96 Proceedings of the thirteenth national conference on Artificial intelligence - Volume 2
A new supervised learning algorithm for word sense disambiguation
AAAI'97/IAAI'97 Proceedings of the fourteenth national conference on artificial intelligence and ninth conference on Innovative applications of artificial intelligence
Evolutionary selection of hyperrectangles in nested generalized exemplar learning
Applied Soft Computing
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
Evolutionary-based selection of generalized instances for imbalanced classification
Knowledge-Based Systems
Immunity-based genetic algorithm for classification rule discovery
ICNC'05 Proceedings of the First international conference on Advances in Natural Computation - Volume Part II
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
Expert Systems with Applications: An International Journal
The rough set exploration system
Transactions on Rough Sets III
Analogy-based reasoning in classifier construction
Transactions on Rough Sets IV
Very Fast Decision Rules for multi-class problems
Proceedings of the 27th Annual ACM Symposium on Applied Computing
Learning decision rules from data streams
IJCAI'11 Proceedings of the Twenty-Second international joint conference on Artificial Intelligence - Volume Volume Two
On k-NN Method with Preprocessing
Fundamenta Informaticae
Center-Based Indexing in Vector and Metric Spaces
Fundamenta Informaticae
RIONA: A New Classification System Combining Rule Induction and Instance-Based Learning
Fundamenta Informaticae
BRACID: a comprehensive approach to learning rules from imbalanced data
Journal of Intelligent Information Systems
Handling time changing data with adaptive very fast decision rules
ECML PKDD'12 Proceedings of the 2012 European conference on Machine Learning and Knowledge Discovery in Databases - Volume Part I
Rule extraction from support vector machines based on consistent region covering reduction
Knowledge-Based Systems
Software quality assessment using a multi-strategy classifier
Information Sciences: an International Journal
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