A Teaching Strategy for Memory-Based Control
Artificial Intelligence Review - Special issue on lazy learning
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
Group classification using a mix of genetic programming and genetic algorithms
SAC '98 Proceedings of the 1998 ACM symposium on Applied Computing
Reduction Techniques for Instance-BasedLearning Algorithms
Machine Learning
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
Advances in Instance Selection for Instance-Based Learning Algorithms
Data Mining and Knowledge Discovery
A Unifying View on Instance Selection
Data Mining and Knowledge Discovery
Discovering Useful Concept Prototypes for Classification Based on Filtering and Abstraction
IEEE Transactions on Pattern Analysis and Machine Intelligence
Binary Rule Generation via Hamming Clustering
IEEE Transactions on Knowledge and Data Engineering
An Approach to Improve Text Classification Efficiency
ADBIS '02 Proceedings of the 6th East European Conference on Advances in Databases and Information Systems
Building Compact Competent Case-Bases
ICCBR '99 Proceedings of the Third International Conference on Case-Based Reasoning and Development
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
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
AIME '01 Proceedings of the 8th Conference on AI in Medicine in Europe: Artificial Intelligence Medicine
Possibilistic instance-based learning
Artificial Intelligence - Special issue: Fuzzy set and possibility theory-based methods in artificial intelligence
Binary and multicategory classification accuracy of the LSA machine
ICCMSE '03 Proceedings of the international conference on Computational methods in sciences and engineering
DeEPs: A New Instance-Based Lazy Discovery and Classification System
Machine Learning
Text categorization using feature projections
COLING '02 Proceedings of the 19th international conference on Computational linguistics - Volume 1
Distinguishing easy and hard instances
COLING-02 proceedings of the 6th conference on Natural language learning - Volume 20
Exceptionality and natural language learning
CONLL '03 Proceedings of the seventh conference on Natural language learning at HLT-NAACL 2003 - Volume 4
Learning multicriteria fuzzy classification method PROAFTN from data
Computers and Operations Research
Selecting representative examples and attributes by a genetic algorithm
Intelligent Data Analysis
Mining competent case bases for case-based reasoning
Artificial Intelligence
A novel Supervised Instance Selection algorithm
International Journal of Business Intelligence and Data Mining
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
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
Improved heterogeneous distance functions
Journal of Artificial Intelligence Research
A proposed method of local feature-weighting to improve predictions of basic nearest neighbor rule
ASC '07 Proceedings of The Eleventh IASTED International Conference on Artificial Intelligence and Soft Computing
InstanceRank: Bringing order to datasets
Pattern Recognition Letters
A comparison of classification accuracy of four genetic programming-evolved intelligent structures
Information Sciences: an International Journal
Modified fuzzy c-means for ordinal valued attributes with particle swarm for optimization
Fuzzy Sets and Systems
Focusing solutions for data mining: analytical studies and experimental results in real-world domains
Noise reduction for instance-based learning with a local maximal margin approach
Journal of Intelligent Information Systems
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
A hierarchical classifier applied to multi-way sentiment detection
COLING '10 Proceedings of the 23rd International Conference on Computational Linguistics
A class boundary preserving algorithm for data condensation
Pattern Recognition
Automated constraint selection for semi-supervised clustering algorithm
CAEPIA'09 Proceedings of the Current topics in artificial intelligence, and 13th conference on Spanish association for artificial intelligence
Artificial Intelligence in Medicine
A case for learning simpler rule sets with multiobjective evolutionary algorithms
RuleML'2011 Proceedings of the 5th international conference on Rule-based reasoning, programming, and applications
Adjusting Fuzzy Similarity Functions for use with standard data mining tools
Journal of Systems and Software
Training of multilayer perceptron neural networks by using cellular genetic algorithms
CIARP'06 Proceedings of the 11th Iberoamerican conference on Progress in Pattern Recognition, Image Analysis and Applications
Automatically evolving rule induction algorithms
ECML'06 Proceedings of the 17th European conference on Machine Learning
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
A divisive ordering algorithm for mapping categorical data to numeric data
KES'05 Proceedings of the 9th international conference on Knowledge-Based Intelligent Information and Engineering Systems - Volume Part II
A comparison framework for 3d object classification methods
MRCS'06 Proceedings of the 2006 international conference on Multimedia Content Representation, Classification and Security
Comprehensible classification models: a position paper
ACM SIGKDD Explorations Newsletter
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