Attribute Reduction Based on Related Families of Fuzzy covering rough sets

被引:0
|
作者
Yang, Tian [1 ]
Li, Teng [2 ]
Lang, Guangming [3 ]
机构
[1] Natl Univ Def Technol, Coll Informat Syst & Management, Changsha 410073, Hunan, Peoples R China
[2] Cent South Univ Forestry & Technol, Coll Logist & Transportat, Changsha 410000, Hunan, Peoples R China
[3] Changsha Univ Sci & Technol, Sch Math & Comp Sci, Changsha 410114, Hunan, Peoples R China
基金
中国国家自然科学基金; 中国博士后科学基金;
关键词
Fuzzy sets; Rough Sets; Granular Computing; Attribute Reducts; Fuzzy Covering; Related Family; DYNAMIC-SYSTEMS; ALGORITHM; OPERATORS;
D O I
暂无
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Attribute reduction is the most important tool in rough set theory. To extend the application range, many fuzzy rough set models have been proposed, but less effort has been made for attribute reduction. In this paper, we construct a new method based on related family to get attribute reducts for fuzzy beta-covering rough sets.
引用
收藏
页数:5
相关论文
共 50 条
  • [1] Attribute reduction based on fuzzy rough sets
    Chen, Degang
    Wang, Xizhao
    Zhao, Suyun
    [J]. ROUGH SETS AND INTELLIGENT SYSTEMS PARADIGMS, PROCEEDINGS, 2007, 4585 : 381 - +
  • [2] An improved attribute reduction scheme with covering based rough sets
    Wang, Changzhong
    Shao, Mingwen
    Sun, Baiqing
    Hu, Qinghua
    [J]. APPLIED SOFT COMPUTING, 2015, 26 : 235 - 243
  • [3] A New Method of Attribute Reduction of Covering Rough Sets
    Yang, Tian
    Li, Qingguo
    Zhou, Bilei
    [J]. 2012 IEEE INTERNATIONAL CONFERENCE ON GRANULAR COMPUTING (GRC 2012), 2012, : 596 - 600
  • [4] Uncertainty and Reduction in Intuitionistic Fuzzy Covering Based Rough Sets
    FENG Tao~(1
    2.College of Sciences
    [J]. 浙江海洋大学学报(自然科学版), 2010, 29 (05) : 481 - 487
  • [5] Attribute reduction based on neighborhood constrained fuzzy rough sets
    Hu, Meng
    Guo, Yanting
    Chen, Degang
    Tsang, Eric C. C.
    Zhang, Qingshuo
    [J]. KNOWLEDGE-BASED SYSTEMS, 2023, 274
  • [6] ON ATTRIBUTE REDUCTION WITH INTUITIONISTIC FUZZY ROUGH SETS
    Zhang, Zhiming
    Tian, Jingfeng
    [J]. INTERNATIONAL JOURNAL OF UNCERTAINTY FUZZINESS AND KNOWLEDGE-BASED SYSTEMS, 2012, 20 (01) : 59 - 76
  • [7] On fuzzy approximation operators in attribute reduction with fuzzy rough sets
    Zhao, Suyun
    Tsang, Eric C. C.
    [J]. INFORMATION SCIENCES, 2008, 178 (16) : 3163 - 3176
  • [8] Optimization Attribute Reduction With Fuzzy Rough Sets Based on Algorithm Stability
    Gao, Yue
    Chen, Degang
    Wang, Hui
    Shi, Ruifeng
    [J]. IEEE TRANSACTIONS ON FUZZY SYSTEMS, 2024, 32 (04) : 2052 - 2062
  • [9] Unsupervised attribute reduction for mixed data based on fuzzy rough sets
    Yuan, Zhong
    Chen, Hongmei
    Li, Tianrui
    Yu, Zeng
    Sang, Binbin
    Luo, Chuan
    [J]. INFORMATION SCIENCES, 2021, 572 : 67 - 87
  • [10] ATTRIBUTE REDUCTION USING DISTANCE-BASED FUZZY ROUGH SETS
    Wang, Changzhong
    Qi, Yali
    He, Qiang
    [J]. PROCEEDINGS OF 2015 INTERNATIONAL CONFERENCE ON MACHINE LEARNING AND CYBERNETICS, VOL. 2, 2015, : 860 - 865