Integrating rules and connectionism for robust commonsense reasoning
Integrating rules and connectionism for robust commonsense reasoning
Fuzzy logic, neural networks, and soft computing
Communications of the ACM
Case-based reasoning
Soft computing in case based reasoning
Soft computing in case based reasoning
Soft Computing for Knowledge Discovery: Introducing Cartesian Granule Features
Soft Computing for Knowledge Discovery: Introducing Cartesian Granule Features
Rough Sets: Theoretical Aspects of Reasoning about Data
Rough Sets: Theoretical Aspects of Reasoning about Data
Rough-Fuzzy Hybridization: A New Trend in Decision Making
Rough-Fuzzy Hybridization: A New Trend in Decision Making
Pattern Recognition Letters - Special issue: Rough sets, pattern recognition and data mining
Case Generation Using Rough Sets with Fuzzy Representation
IEEE Transactions on Knowledge and Data Engineering
Data mining in soft computing framework: a survey
IEEE Transactions on Neural Networks
Web mining in soft computing framework: relevance, state of the art and future directions
IEEE Transactions on Neural Networks
Independent component analysis and rough fuzzy based approach to web usage mining
AIA'06 Proceedings of the 24th IASTED international conference on Artificial intelligence and applications
A novel approach to fuzzy rough sets based on a fuzzy covering
Information Sciences: an International Journal
Rough set theory for the interval-valued fuzzy information systems
Information Sciences: an International Journal
Mining usage web log via independent component analysis and rough fuzzy
AIKED'06 Proceedings of the 5th WSEAS International Conference on Artificial Intelligence, Knowledge Engineering and Data Bases
Fuzzy rough set theory for the interval-valued fuzzy information systems
Information Sciences: an International Journal
Modelling of rough-fuzzy classifier
WSEAS TRANSACTIONS on SYSTEMS
Systems modelling on the basis of rough and rough-fuzzy approach
WSEAS Transactions on Information Science and Applications
Rough Neural Network Based on Bottom-Up Fuzzy Rough Data Analysis
Neural Processing Letters
An axiomatic model for measuring contradiction and N-contradiction between two AIFSs
Information Sciences: an International Journal
Fuzzy Sets and Systems
Research on rough set theory and applications in China
Transactions on rough sets VIII
Information Sciences: an International Journal
Soft fuzzy rough sets for robust feature evaluation and selection
Information Sciences: an International Journal
The incremental method for fast computing the rough fuzzy approximations
Data & Knowledge Engineering
Positive approximation and converse approximation in interval-valued fuzzy rough sets
Information Sciences: an International Journal
Rule extraction based on granulation order in interval-valued fuzzy information system
Expert Systems with Applications: An International Journal
Risk prediction for postoperative morbidity of endovascular aneurysm repair using ensemble model
ICCSA'10 Proceedings of the 2010 international conference on Computational Science and Its Applications - Volume Part III
Rough sets in the Soft Computing environment
Information Sciences: an International Journal
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Data mining and knowledge discovery is described from pattern recognition point of view along with the relevance of soft computing. Key features of the computational theory of perceptions and its significance in pattern recognition and knowledge discovery problems are explained. Role of fuzzy-granulation (f-granulation) in machine and human intelligence, and its modeling through rough-fuzzy integration are discussed. Merits of fuzzy granular computation, in terms of performance and computation time, for the task of case generation in large scale case-based reasoning systems are illustrated through an example.