Tolerance-based intuitionistic fuzzy-rough set approach for attribute reduction

•A tolerance-based intuitionistic fuzzy rough set concept has been proposed.•Analogous results of rough set theory have proven with this model.•An algorithm for feature selection based on proposed approach is presented.•Comparison between fuzzy and proposed concept for feature selection is added. Du...

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Veröffentlicht in:	Expert systems with applications 2018-07, Vol.101, p.205-212
Hauptverfasser:	Tiwari, Anoop Kumar, Shreevastava, Shivam, Som, Tanmoy, Shukla, K.K.
Format:	Artikel
Sprache:	eng
Schlagworte:	Algorithms Attribute selection Back propagation Bioinformatics Computer platforms Data mining Degree of dependency Dependence Fuzzy logic Fuzzy rough set Fuzzy set theory Fuzzy sets Image processing Intuitionistic fuzzy rough set Machine learning Natural language processing Neural networks Performance enhancement Reduction Rough set Rough set models Similarity measure
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