Semantic analysis of inductive reasoning
Theoretical Computer Science
The rough sets theory and evidence theory
Fundamenta Informaticae
A decision theoretic framework for approximating concepts
International Journal of Man-Machine Studies
Variable precision rough set model
Journal of Computer and System Sciences
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
Rough set approach to incomplete information systems
Information Sciences: an International Journal
Rules in incomplete information systems
Information Sciences: an International Journal
On Databases with Incomplete Information
Journal of the ACM (JACM)
&agr;-RST: a generalization of rough set theory
Information Sciences—Informatics and Computer Science: An International Journal
Rough set methods and applications: new developments in knowledge discovery in information systems
Rough set methods and applications: new developments in knowledge discovery in information systems
Rough Sets: Theoretical Aspects of Reasoning about Data
Rough Sets: Theoretical Aspects of Reasoning about Data
Incomplete Information: Rough Set Analysis
Incomplete Information: Rough Set Analysis
Incomplete Information: Structure, Inference, Complexity
Incomplete Information: Structure, Inference, Complexity
The algorithm on knowledge reduction in incomplete information systems
International Journal of Uncertainty, Fuzziness and Knowledge-Based Systems
Variable Precision Rough Sets with Asymmetric Bounds
RSKD '93 Proceedings of the International Workshop on Rough Sets and Knowledge Discovery: Rough Sets, Fuzzy Sets and Knowledge Discovery
Handling Various Types of Uncertainty in the Rough Set Approach
RSKD '93 Proceedings of the International Workshop on Rough Sets and Knowledge Discovery: Rough Sets, Fuzzy Sets and Knowledge Discovery
Approximate Reducts and Association Rules - Correspondence and Complexity Results
RSFDGrC '99 Proceedings of the 7th International Workshop on New Directions in Rough Sets, Data Mining, and Granular-Soft Computing
RSFDGrC '99 Proceedings of the 7th International Workshop on New Directions in Rough Sets, Data Mining, and Granular-Soft Computing
Reduction and axiomization of covering generalized rough sets
Information Sciences: an International Journal
Maximal consistent block technique for rule acquisition in incomplete information systems
Information Sciences: an International Journal
Approaches to knowledge reduction based on variable precision rough set model
Information Sciences—Informatics and Computer Science: An International Journal - Mining stream data
Dominance relation and rules in an incomplete ordered information system
International Journal of Intelligent Systems
On knowledge reduction in inconsistent decision information systems
International Journal of Uncertainty, Fuzziness and Knowledge-Based Systems
Knowledge reduction in random information systems via Dempster-Shafer theory of evidence
Information Sciences: an International Journal
Information-preserving hybrid data reduction based on fuzzy-rough techniques
Pattern Recognition Letters
A novel approach to fuzzy rough sets based on a fuzzy covering
Information Sciences: an International Journal
Information Sciences: an International Journal
Learning fuzzy rules from fuzzy samples based on rough set technique
Information Sciences: an International Journal
Knowledge acquisition from quantitative data using the rough-set theory
Intelligent Data Analysis
Knowledge acquisition using rough sets when membership values are fuzzy sets
Journal of Intelligent & Fuzzy Systems: Applications in Engineering and Technology
Incomplete information system andits optimal selections
Computers & Mathematics with Applications
Computers & Mathematics with Applications
A rough set approach to data with missing attribute values
RSKT'06 Proceedings of the First international conference on Rough Sets and Knowledge Technology
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
Set-valued information systems
Information Sciences: an International Journal
Fuzzy-Rough Sets Assisted Attribute Selection
IEEE Transactions on Fuzzy Systems
Rough classification in incomplete information systems
Mathematical and Computer Modelling: An International Journal
Communicating between information systems
Information Sciences: an International Journal
Treatment of L-Fuzzy contexts with absent values
Information Sciences: an International Journal
An Interpretation of Belief Functions on Infinite Universes in the Theory of Rough Sets
RSCTC '08 Proceedings of the 6th International Conference on Rough Sets and Current Trends in Computing
Extending stochastic ordering to belief functions on the real line
Information Sciences: an International Journal
Attribute reduction and optimal decision rules acquisition for continuous valued information systems
Information Sciences: an International Journal
RSKT '09 Proceedings of the 4th International Conference on Rough Sets and Knowledge Technology
Dominance-based rough set approach to incomplete interval-valued information system
Data & Knowledge Engineering
International Journal of Approximate Reasoning
On generalized fuzzy belief functions in infinite spaces
IEEE Transactions on Fuzzy Systems
Mass function derivation and combination in multivariate data spaces
Information Sciences: an International Journal
Gaussian kernel based fuzzy rough sets: Model, uncertainty measures and applications
International Journal of Approximate Reasoning
Fuzzy preference based rough sets
Information Sciences: an International Journal
A web based consensus support system for group decision making problems and incomplete preferences
Information Sciences: an International Journal
Switching-based filter based on Dempster's combination rule for image processing
Information Sciences: an International Journal
Knowledge reduction in random incomplete information systems via evidence theory
RSKT'10 Proceedings of the 5th international conference on Rough set and knowledge technology
An attribute reduction of rough set based on PSO
RSKT'10 Proceedings of the 5th international conference on Rough set and knowledge technology
A heuristic knowledge-reduction method for decision formal contexts
Computers & Mathematics with Applications
Attribute reduction based on generalized fuzzy evidence theory in fuzzy decision systems
Fuzzy Sets and Systems
Maximal confidence intervals of the interval-valued belief structure and applications
Information Sciences: an International Journal
Knowledge reduction in decision formal contexts
Knowledge-Based Systems
Some mathematical structures of generalized rough sets in infinite universes of discourse
Transactions on rough sets XIII
Attribute reduction in random information systems with fuzzy decisions
RSFDGrC'11 Proceedings of the 13th international conference on Rough sets, fuzzy sets, data mining and granular computing
International Journal of Approximate Reasoning
Rule learning for classification based on neighborhood covering reduction
Information Sciences: an International Journal
Object association with belief functions, an application with vehicles
Information Sciences: an International Journal
Transversal and function matroidal structures of covering-based rough sets
RSKT'11 Proceedings of the 6th international conference on Rough sets and knowledge technology
Decision making in incomplete information system based on decision-theoretic rough sets
RSKT'11 Proceedings of the 6th international conference on Rough sets and knowledge technology
The reduction and fusion of fuzzy covering systems based on the evidence theory
International Journal of Approximate Reasoning
KSEM'11 Proceedings of the 5th international conference on Knowledge Science, Engineering and Management
A rule-based method for identifying the factor structure in customer satisfaction
Information Sciences: an International Journal
Extended rough set-based attribute reduction in inconsistent incomplete decision systems
Information Sciences: an International Journal
A new incomplete preference relations based approach to quality function deployment
Information Sciences: an International Journal
Parameterized attribute reduction with Gaussian kernel based fuzzy rough sets
Information Sciences: an International Journal
Communication between information systems with covering based rough sets
Information Sciences: an International Journal
On Some Mathematical Structures of T-Fuzzy Rough Set Algebras in Infinite Universes of Discourse
Fundamenta Informaticae - Advances in Rough Set Theory
Attribute Reduction in Formal Contexts: A Covering Rough Set Approach
Fundamenta Informaticae - Knowledge Technology
Knowledge Reduction in Random Incomplete Decision Tables via Evidence Theory
Fundamenta Informaticae - Rough Sets and Knowledge Technology (RSKT 2010)
Minimum cost attribute reduction in decision-theoretic rough set models
Information Sciences: an International Journal
Computing connected components of simple undirected graphs based on generalized rough sets
Knowledge-Based Systems
Rule acquisition and complexity reduction in formal decision contexts
International Journal of Approximate Reasoning
On an optimization representation of decision-theoretic rough set model
International Journal of Approximate Reasoning
A fast feature selection approach based on rough set boundary regions
Pattern Recognition Letters
Rough set theory for the incomplete interval valued fuzzy information systems
Journal of Intelligent & Fuzzy Systems: Applications in Engineering and Technology
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Attribute reduction is a basic issue in knowledge representation and data mining. This paper deals with attribute reduction in incomplete information systems and incomplete decision systems based on Dempster-Shafer theory of evidence. The concepts of plausibility reduct and belief reduct in incomplete information systems as well as relative plausibility reduct and relative belief reduct in incomplete decision systems are introduced. It is shown that in an incomplete information system an attribute set is a belief reduct if and only if it is a classical reduct and a plausibility consistent set must be a classical consistent set. In a consistent incomplete decision system, the concepts of relative reduct, relative plausibility reduct, and relative belief reduct are all equivalent. In an inconsistent incomplete decision system, an attribute set is a relative plausibility reduct if and only if it is a relative reduct, a plausibility consistent set must be a belief consistent set, and a belief consistent set is not a plausibility consistent set in general.