1. The rough set theory and applications
- Author
-
Yong Yue, Meng-Xin Li, Osei Adjei, and Chengdong Wu
- Subjects
Computer science ,business.industry ,Decision theory ,Dominance-based rough set approach ,General Engineering ,Information processing ,Decision rule ,Machine learning ,computer.software_genre ,Data science ,Computer Science Applications ,Computational Theory and Mathematics ,Pattern recognition (psychology) ,Set theory ,Rough set ,Artificial intelligence ,Decision table ,business ,computer ,Software - Abstract
This paper presents a comprehensive review of the available literature on applications of the rough set theory. Concepts of the rough set theory are discussed for approximation, dependence and reduction of attributes, decision tables and decision rules. The applications of rough sets are discussed in pattern recognition, information processing, business and finance, industry, environment engineering, medical diagnosis and medical data analysis, system fault diagnosis and monitoring and intelligent control systems. Development trends and future efforts are outlined. An extensive list of references is also provided to encourage interested readers to pursue further investigations.
- Published
- 2004