Simplifying Rough Set-Based If-Then Rules with Remarkable Degree

被引：1
|
作者：
Guo, Peijun [1 ]
机构：
[1] Yokohama Natl Univ, Fac Business Adm, Hodogaya Ku, Yokohama, Kanagawa 2408501, Japan
来源：
2008 3rd International Conference on Intelligent System and Knowledge Engineering, Vols 1 and 2 | 2008年
关键词：
D O I：
10.1109/ISKE.2008.4731066
中图分类号：
TP18 [人工智能理论];
学科分类号：
081104 ; 0812 ; 0835 ; 1405 ;
摘要：
In this paper, the method for simplifying if-then rules obtained from decision table by rough sets-based method is proposed based on the concepts of interior competition factor, exterior competition factor and remarkable degree. Using the proposed method, the main features of Japanese industries are analyzed The analysis results show that the proposed method is very efficient for classification problems with many attributes and the large number of data.
引用
收藏
页码：953 / 956
页数：4
相关论文
共 50 条
  • [1] A rough set-based fuzzy clustering
    Zhao, YQ
    Zhou, XZ
    Tang, GZ
    [J]. INFORMATION RETRIEVAL TECHNOLOGY, PROCEEDINGS, 2005, 3689 : 401 - 409
  • [2] On the Definability of a Set and Rough Set-Based Rule Generation
    Sakai, Hiroshi
    Wu, Mao
    Yamaguchi, Naoto
    [J]. 2014 IIAI 3RD INTERNATIONAL CONFERENCE ON ADVANCED APPLIED INFORMATICS (IIAI-AAI 2014), 2014, : 122 - 125
  • [3] A Rough Set-Based Method for Updating Decision Rules on Attribute Values' Coarsening and Refining
    Chen, Hongmei
    Li, Tianrui
    Luo, Chuan
    Horng, Shi-Jinn
    Wang, Guoyin
    [J]. IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING, 2014, 26 (12) : 2886 - 2899
  • [4] A rough set-based approach to text classification
    Chouchoulas, A
    Shen, Q
    [J]. NEW DIRECTIONS IN ROUGH SETS, DATA MINING, AND GRANULAR-SOFT COMPUTING, 1999, 1711 : 118 - 127
  • [5] Rough set-based feature selection method
    Zhan, YM
    Zeng, XY
    Sun, JC
    [J]. PROGRESS IN NATURAL SCIENCE-MATERIALS INTERNATIONAL, 2005, 15 (03) : 280 - 284
  • [6] Rough set-based ANFIS control strategies
    Li, TY
    Zhang, CM
    [J]. ISTM/2005: 6TH INTERNATIONAL SYMPOSIUM ON TEST AND MEASUREMENT, VOLS 1-9, CONFERENCE PROCEEDINGS, 2005, : 7519 - 7521
  • [7] The Rough Set-Based Algorithm for Two Steps
    Liao, Shu-Hsien
    Chen, Yin-Ju
    Ho, Shiu-Hwei
    [J]. NEURAL INFORMATION PROCESSING, PT II, 2011, 7063 : 63 - +
  • [8] Rough set-based feature selection method
    ZHAN Yanmei
    [J]. Progress in Natural Science:Materials International, 2005, (03) : 88 - 92
  • [9] A Rough Set-based Reasoner for medical diagnosis
    Ghany, Kareem Kamal A.
    Ayeldeen, Heba
    Zawbaa, Hossam M.
    Shaker, Olfat
    [J]. 2015 INTERNATIONAL CONFERENCE ON GREEN COMPUTING AND INTERNET OF THINGS (ICGCIOT), 2015, : 429 - 434
  • [10] A study on rough set-based collaborative filtering
    Zhang, W
    Liu, L
    [J]. PROCEEDINGS OF THE 2004 INTERNATIONAL CONFERENCE ON MANAGEMENT SCIENCE & ENGINEERING, VOLS 1 AND 2, 2004, : 640 - 644
12345