Approach for absolute attribute reductions in rough sets

被引：0
|
作者：
Pei, Xiao-Bing [1 ]
机构：
[1] Huazhong Univ Sci & Technol, Coll Software, Wuhan 430074, Peoples R China
来源：
PROCEEDINGS OF 2008 INTERNATIONAL CONFERENCE ON MACHINE LEARNING AND CYBERNETICS, VOLS 1-7 | 2008年
关键词：
rough set; absolute attribute reduction;
D O I：
10.1109/ICMLC.2008.4620437
中图分类号：
TP3 [计算技术、计算机技术];
学科分类号：
0812 ;
摘要：
Attribute reductions is one of the basic contents in rough sets and one of the most problem in knowledge acquisition. At present, the methods used are often Pawlak's data analysis and Skowron's discernible matrix methods. In this paper an approach for the set of all absolute attribute reductions is proposed based on the discernible attribute set. Finally, we also show the experimental results by examples.
引用
收藏
页码：391 / 394
页数：4
相关论文
共 50 条
  • [1] A STABLE ATTRIBUTE REDUCTION APPROACH FOR FUZZY ROUGH SETS
    Dou, Huili
    Jiang, Zehua
    Song, Jingjing
    Wang, Pingxin
    Yang, Xibei
    [J]. JOURNAL OF NONLINEAR AND CONVEX ANALYSIS, 2020, 21 (08) : 1783 - 1795
  • [2] An efficient approach to attribute reductions of quantitative dominance-based neighborhood rough sets based on graded information granules
    Shuyun Yang
    Guang Shi
    [J]. Artificial Intelligence Review, 2024, 57
  • [3] An efficient approach to attribute reductions of quantitative dominance-based neighborhood rough sets based on graded information granules
    Yang, Shuyun
    Shi, Guang
    [J]. ARTIFICIAL INTELLIGENCE REVIEW, 2024, 57 (01)
  • [4] Attribute discovery and rough sets
    Stepaniuk, J
    [J]. PRINCIPLES OF DATA MINING AND KNOWLEDGE DISCOVERY, 1997, 1263 : 145 - 155
  • [5] Attribute Dynamics in Rough Sets
    Ciucci, Davide
    [J]. FOUNDATIONS OF INTELLIGENT SYSTEMS, 2011, 6804 : 43 - 51
  • [6] An approach for real domain rough sets model and attribute reduction
    Feng, Lin
    Yuan, Yong-Le
    Gou, Shi-Rong
    Yang, Jun
    Shen, Li
    [J]. Kongzhi yu Juece/Control and Decision, 2012, 27 (04): : 562 - 566
  • [7] δ-Cut Decision-Theoretic Rough Set Approach: Model and Attribute Reductions
    Ju, Hengrong
    Dou, Huili
    Qi, Yong
    Yu, Hualong
    Yu, Dongjun
    Yang, Jingyu
    [J]. SCIENTIFIC WORLD JOURNAL, 2014,
  • [8] A new approach of attribute reduction of rough sets based on soft metric
    Mustafa, H., I
    Tantawy, O. A.
    [J]. JOURNAL OF INTELLIGENT & FUZZY SYSTEMS, 2020, 39 (03) : 4473 - 4489
  • [9] A novel approach to attribute reduction based on weighted neighborhood rough sets
    Hu, Meng
    Tsang, Eric C. C.
    Guo, Yanting
    Chen, Degang
    Xu, Weihua
    [J]. KNOWLEDGE-BASED SYSTEMS, 2021, 220
  • [10] Label correlation in multi-label classification using local attribute reductions with fuzzy rough sets
    Che, Xiaoya
    Chen, Degang
    Mi, Jusheng
    [J]. FUZZY SETS AND SYSTEMS, 2022, 426 : 121 - 144
12345