The rough set theory and applications

被引:28
|
作者
Wu, CD [1 ]
Yue, Y
Li, MX
Adjei, O
机构
[1] Shenyang Architectural & Civil Engn Univ, Sch Informat & Control Engn, Shenyang, Liaoning, Peoples R China
[2] Univ Luton, Dept Comp & Informat Syst, Luton LU1 3JU, Beds, England
关键词
set theory; decision theory; approximation theory;
D O I
10.1108/02644400410545092
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
摘要
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.
引用
收藏
页码:488 / 511
页数:24
相关论文
共 50 条
  • [31] Research on rough set theory extension and rough reasoning
    Jiang, YL
    Xu, CF
    Gou, J
    Li, ZX
    2004 IEEE INTERNATIONAL CONFERENCE ON SYSTEMS, MAN & CYBERNETICS, VOLS 1-7, 2004, : 5888 - 5893
  • [32] ROUGH SET THEORY AND ITS APPLICATIONS IN ELECTRICAL POWER ENGINEERING. A SURVEY
    Pisica, Ioana
    Postolache, Petru
    UNIVERSITY POLITEHNICA OF BUCHAREST SCIENTIFIC BULLETIN SERIES C-ELECTRICAL ENGINEERING AND COMPUTER SCIENCE, 2010, 72 (01): : 211 - 222
  • [33] Advances in Rough Set Theory Preface
    Ciucci, Davide
    Yao, Yiyu
    FUNDAMENTA INFORMATICAE, 2011, 108 (3-4) : I - I
  • [34] Stochastic approach to rough set theory
    Ziarko, Wojciech
    ROUGH SETS AND CURRENT TRENDS IN COMPUTING, PROCEEDINGS, 2006, 4259 : 38 - 48
  • [35] Modal reasoning and rough set theory
    Liau, CJ
    ARTIFICIAL INTELLIGENCE: METHODOLOGY SYSTEMS AND APPLICATIONS, 1998, 1480 : 317 - 330
  • [36] Definability in Logic and Rough Set Theory
    Fan, Tuan-Fang
    Liau, Churn-Jung
    Liu, Duen-Ren
    ECAI 2008, PROCEEDINGS, 2008, 178 : 749 - +
  • [37] Measuring uncertainty in rough set theory
    Wierman, MJ
    INTERNATIONAL JOURNAL OF GENERAL SYSTEMS, 1999, 28 (4-5) : 283 - 297
  • [38] Discovery through rough set theory
    Ziarko, W
    COMMUNICATIONS OF THE ACM, 1999, 42 (11) : 54 - 57
  • [39] Extensions and intentions in the rough set theory
    Bonikowski, Z
    Bryniarski, E
    Wybraniec-Skardowska, U
    INFORMATION SCIENCES, 1998, 107 (1-4) : 149 - 167
  • [40] Measuring uncertainty in rough set theory
    Wierman, Mark J.
    International Journal of General Systems, 1999, 28 (04): : 283 - 297