Rule Induction From Two Decision Tables Based on Rough Sets

被引:0
|
作者
Zhang, Yan [1 ]
Zhang, Xuefeng [2 ]
Zhu, Feng [2 ]
机构
[1] Liaoning Shihua Univ, Sch Comp & Commun Engn, Fushun Liaoning 113001, Peoples R China
[2] Northeastern Univ, Sch Sci, Shenyang 110004, Peoples R China
来源
CCDC 2009: 21ST CHINESE CONTROL AND DECISION CONFERENCE, VOLS 1-6, PROCEEDINGS | 2009年
关键词
rough set; rule induction; decision level; two decision tables;
D O I
暂无
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
In this paper, rule induction from several decision tables based on rough set analysis is studied. First, the traditional method of rule induction based on rough sets and the combination rule of several decision rules are given. In the same decision table, different determination factors from different aspects of the extraction methods in this article have been discussed and the corresponding conclusions are given. From the two decision-making table to extract rules is also discussed. At last, an example is given to verify the feasibility.
引用
收藏
页码:6030 / +
页数:2
相关论文
共 50 条
  • [1] Rough set based rule induction from two decision tables
    Inuiguchi, Masahiro
    Miyajima, Takuya
    EUROPEAN JOURNAL OF OPERATIONAL RESEARCH, 2007, 181 (03) : 1540 - 1553
  • [2] On rough sets based rule generation from tables
    Sakai, Hiroshi
    Nakata, Michinori
    INTERNATIONAL JOURNAL OF INNOVATIVE COMPUTING INFORMATION AND CONTROL, 2006, 2 (01): : 13 - 31
  • [3] Rule Induction Based on Rough Sets from Information Tables Containing Possibilistic Information
    Nakata, Michinori
    Sakai, Hiroshi
    PROCEEDINGS OF THE 2013 JOINT IFSA WORLD CONGRESS AND NAFIPS ANNUAL MEETING (IFSA/NAFIPS), 2013, : 91 - 96
  • [4] Rule induction based on rough sets from information tables having continuous domains
    Nakata, Michinori
    Sakai, Hiroshi
    Hara, Keitarou
    CAAI TRANSACTIONS ON INTELLIGENCE TECHNOLOGY, 2019, 4 (04) : 237 - 244
  • [5] Rough Set Approach to Rule Induction from Imprecise Decision Tables
    Inuiguchi, Masahiro
    FUZZY LOGIC AND APPLICATIONS, 2009, 5571 : 68 - 76
  • [6] Rule Induction Based on Indiscernible Classes from Rough Sets in Information Tables with Continuous Values
    Nakata, Michinori
    Sakai, Hiroshi
    Hara, Keitarou
    ROUGH SETS, IJCRS 2018, 2018, 11103 : 323 - 336
  • [7] ROUGH SETS AND DECISION TABLES
    PAWLAK, Z
    LECTURE NOTES IN COMPUTER SCIENCE, 1985, 208 : 187 - 196
  • [8] Classification and rule induction based on rough sets
    GrzymalaBusse, JW
    Wang, CPB
    FUZZ-IEEE '96 - PROCEEDINGS OF THE FIFTH IEEE INTERNATIONAL CONFERENCE ON FUZZY SYSTEMS, VOLS 1-3, 1996, : 744 - 747
  • [9] Rule induction based on fuzzy rough sets
    Tsang, Eric C. C.
    Zhao, Su-Yun
    Lee, John W. T.
    PROCEEDINGS OF 2007 INTERNATIONAL CONFERENCE ON MACHINE LEARNING AND CYBERNETICS, VOLS 1-7, 2007, : 3028 - +
  • [10] Rule induction from numerical data based on rough sets theory
    Zhao, Su-Yun
    Ng, Wing W. Y.
    Tsang, Eric C. C.
    Yeung, Daniel S.
    Chen, De-Gang
    PROCEEDINGS OF 2006 INTERNATIONAL CONFERENCE ON MACHINE LEARNING AND CYBERNETICS, VOLS 1-7, 2006, : 2294 - +