The rough sets theory and evidence theory
Fundamenta Informaticae
Fuzzy implication operators and generalized fuzzy method of cases
Fuzzy Sets and Systems
From rough set theory to evidence theory
Advances in the Dempster-Shafer theory of evidence
Data mining using extensions of the rough set model
Journal of the American Society for Information Science - Special issue: knowledge discovery and data mining
Interpretations of belief functions in the theory of rough sets
Information Sciences: an International Journal - From rough sets to soft computing
On fuzzy-rough sets approach to feature selection
Pattern Recognition Letters
Information-preserving hybrid data reduction based on fuzzy-rough techniques
Pattern Recognition Letters
Fuzzy subsethood and belief functions of fuzzy events
Fuzzy Sets and Systems
Attribute reduction based on evidence theory in incomplete decision systems
Information Sciences: an International Journal
On fuzzy approximation operators in attribute reduction with fuzzy rough sets
Information Sciences: an International Journal
Measures of general fuzzy rough sets on a probabilistic space
Information Sciences: an International Journal
Attribute Reduction Based on Fuzzy Rough Sets
RSEISP '07 Proceedings of the international conference on Rough Sets and Intelligent Systems Paradigms
Fuzzy-rough attribute reduction via mutual information with an application to cancer classification
Computers & Mathematics with Applications
On generalized fuzzy belief functions in infinite spaces
IEEE Transactions on Fuzzy Systems
New approaches to fuzzy-rough feature selection
IEEE Transactions on Fuzzy Systems
On characterizations of ( I,T)-fuzzy rough approximation operators
Fuzzy Sets and Systems
Fuzzy-rough data reduction with ant colony optimization
Fuzzy Sets and Systems
Knowledge reduction in random information systems via Dempster-Shafer theory of evidence
Information Sciences: an International Journal
Local reduction of decision system with fuzzy rough sets
Fuzzy Sets and Systems
Approaches to approximation reducts in inconsistent decision tables
RSFDGrC'03 Proceedings of the 9th international conference on Rough sets, fuzzy sets, data mining, and granular computing
Soft fuzzy rough sets for robust feature evaluation and selection
Information Sciences: an International Journal
Knowledge reduction in incomplete information systems based on dempster-shafer theory of evidence
RSKT'06 Proceedings of the First international conference on Rough Sets and Knowledge Technology
Fuzzy-Rough Sets Assisted Attribute Selection
IEEE Transactions on Fuzzy Systems
Attributes Reduction Using Fuzzy Rough Sets
IEEE Transactions on Fuzzy Systems
The reduction and fusion of fuzzy covering systems based on the evidence theory
International Journal of Approximate Reasoning
Information Sciences: an International Journal
Feature subset selection Filter-Wrapper based on low quality data
Expert Systems with Applications: An International Journal
An improved algorithm for calculating fuzzy attribute reducts
Journal of Intelligent & Fuzzy Systems: Applications in Engineering and Technology
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Attribute reduction is viewed as an important issue in data mining and knowledge representation. This paper studies attribute reduction in fuzzy decision systems based on generalized fuzzy evidence theory. The definitions of several kinds of attribute reducts are introduced. The relationships among these reducts are then investigated. In a fuzzy decision system, it is proved that the concepts of fuzzy positive region reduct, lower approximation reduct and generalized fuzzy belief reduct are all equivalent, the concepts of fuzzy upper approximation reduct and generalized fuzzy plausibility reduct are equivalent, and a generalized fuzzy plausibility consistent set must be a generalized fuzzy belief consistent set. In a consistent fuzzy decision system, an attribute set is a generalized fuzzy belief reduct if and only if it is a generalized fuzzy plausibility reduct. But in an inconsistent fuzzy decision system, a generalized fuzzy belief reduct is not a generalized fuzzy plausibility reduct in general.