Title :
Research advances of attribute reduction based on rough sets
Author :
Gao Linyuan ; Chen Yanyun ; Qiu Jianlin
Author_Institution :
Libr., Nantong Univ., Nantong, China
Abstract :
This paper based on the rough set attribute reduction algorithm analysis and exposition. From theory of algorithms, algorithm performance and other aspects, the author undertook an analysis, classification, research and summary. On the attribute reduction algorithm based on rough set for the future research work is prospected and discuss.
Keywords :
data analysis; data reduction; rough set theory; algorithm performance; algorithm theory; rough set attribute reduction algorithm analysis; Algorithm design and analysis; Classification algorithms; Educational institutions; Genetic algorithms; Heuristic algorithms; Optimization; Particle swarm optimization; Genetic algorithm; attribute reduction; discernibility matrix; rough set;
Conference_Titel :
Fuzzy Systems and Knowledge Discovery (FSKD), 2012 9th International Conference on
Conference_Location :
Sichuan
Print_ISBN :
978-1-4673-0025-4
DOI :
10.1109/FSKD.2012.6234160
