The first is the hybrid filterwrapper algorithm proposal for finding the reduction set of the decision table using advanced fuzzy distance measurements and other measurements basing on fuzzy rough set to minimize2 the number of attributes of reduction set. Reduce and improve the accuracy of the classification model. | MINISTRY OF EDUCATION VIETNAM ACADEMY OF AND TRAINING SCIENCE AND TECHNOLOGY GRADUATE UNIVERSITY OF SCIENCE AND TECHNOLOGY ------------------------------- NGUYEN VAN THIEN SOME HYBRID METHODS IN FUZZY ROUGH SET BASED ATTRIBUTE REDUCTION IN DECISION TABLES Major Information Systems Code 9 48 01 04 SUMMARY OF COMPUTER AND INFORMATION TECHNOLOGY DOCTORAL THESIS Ha noi 2018 List of works of author 1 Nguyen Van Thien Nguyen Long Giang Nguyen Nhu Son Attribute reduction method in decision table with attribute value domain receiving numerical value based on fuzzy rough set Journal on works of research development and application of Information Technology amp Communication Journal of Science and Technology of Ministry of Information and Communications Episode V-2 no. 16 36 12-2016 pp. 40-49. 2 Nguyen Van Thien Janos Demetrovics Vu Duc Thi Nguyen Long Giang Nguyen Nhu Son A Method to Construct an Extension of Fuzzy Information Granularity Based on Fuzzy Distance Serdica Journal of Computing 10 2016 Sofia Bulgarian Academy of Sciences No 1 2016 pp. 13-30. 3 Nguyen Long Giang Nguyen Van Thien Cao Chinh Nghia An attribute reduction method in decision table with continuous value domain based on fuzzy rough set approach Proceedings of 18th National Conference Selected Problems of Information Technology amp Communication - TP HCM 05-06 11 2015. 4 Nguyen Van Thien Nguyen Nhu Son Nguyen Long Giang Cao Chinh Nghia On the Constructing of Extended Fuzzy Information Granularity based on Fuzzy Distance Proceedings of 18th National Conference Selected Problems of Information Technology amp Communication Hanoi 01- 02 10 2016 Page 371-376. 5 Nguyen Long Giang Nguyen Van Thien Cao Chinh Nghia About a Direct Attribute Reduction Method on Decision Tables using Fuzzy Distance Proceeding of the 9th National Conference on Fundamental and Applied research of Information Technology FAIR 9 Can Tho 04-05 08 2016 pp. 825-835. 6 Nguyen Van Thien Nguyen Long Giang Nguyen Nhu Son Fuzzy Partition .
