Scientific discovery: computational explorations of the creative process
Scientific discovery: computational explorations of the creative process
Variable precision rough set model
Journal of Computer and System Sciences
Fuzzy Sets and Systems - Special issue on fuzzy optimization
Pattern Recognition Letters - Special issue on fuzzy set technology in pattern recognition
A database perspective on knowledge discovery
Communications of the ACM
Advances in knowledge discovery and data mining
Advances in knowledge discovery and data mining
Fast discovery of association rules
Advances in knowledge discovery and data mining
Fuzzy set technology in knowledge discovery
Fuzzy Sets and Systems
Rough mereological foundations for design, analysis, synthesis, and control in distributed systems
Information Sciences: an International Journal - From rough sets to soft computing
Discovery tools for science apps
Communications of the ACM
Discovery in the human genome project
Communications of the ACM
Rough mereology in information systems. A case study: qualitative spatial reasoning
Rough set methods and applications
Intelligent Decision Support: Handbook of Applications and Advances of the Rough Sets Theory
Intelligent Decision Support: Handbook of Applications and Advances of the Rough Sets Theory
Rough Sets: Theoretical Aspects of Reasoning about Data
Rough Sets: Theoretical Aspects of Reasoning about Data
Machine Learning
Rough Sets and Data Mining: Analysis of Imprecise Data
Rough Sets and Data Mining: Analysis of Imprecise Data
Incomplete Information: Rough Set Analysis
Incomplete Information: Rough Set Analysis
Rough Sets in Knowledge Discovery 2: Applications, Case Studies, and Software Systems
Rough Sets in Knowledge Discovery 2: Applications, Case Studies, and Software Systems
Rough-Fuzzy Hybridization: A New Trend in Decision Making
Rough-Fuzzy Hybridization: A New Trend in Decision Making
Computer
Boolean Reasoning Scheme with Some Applications in Data Mining
PKDD '99 Proceedings of the Third European Conference on Principles of Data Mining and Knowledge Discovery
Efficient SQL-Querying Method for Data Mining in Large Data Bases
IJCAI '99 Proceedings of the Sixteenth International Joint Conference on Artificial Intelligence
Concept Hierarchies: A Restricted Form of Knowledge Derived From Regularities
ISMIS '94 Proceedings of the 8th International Symposium on Methodologies for Intelligent Systems
ISMIS '94 Proceedings of the 8th International Symposium on Methodologies for Intelligent Systems
A bibliography of temporal, spatial and spatio-temporal data mining research
ACM SIGKDD Explorations Newsletter
Ten challenges in propositional reasoning and search
IJCAI'97 Proceedings of the 15th international joint conference on Artifical intelligence - Volume 1
Fuzzy decision trees: issues and methods
IEEE Transactions on Systems, Man, and Cybernetics, Part B: Cybernetics
Fuzzy logic = computing with words
IEEE Transactions on Fuzzy Systems
Robust clustering methods: a unified view
IEEE Transactions on Fuzzy Systems
Conditional fuzzy clustering in the design of radial basis function neural networks
IEEE Transactions on Neural Networks
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We discuss various relationships of fuzzy sets and rough sets with knowledge discovery in databases (KDD). We describe the main advances of rough set and fuzzy set methods in solving KDD problems, point out research directions in fuzzy sets and rough sets stimulated by KDD, as well as characterize potential impact of these methodologies on KDD.