A Semantical Approach to Rough Sets and Dominance-Based Rough Sets

被引：2
|
作者：
D'eer, Lynn [1 ]
Cornelis, Chris [1 ,2 ]
Yao, Yiyu [3 ]
机构：
[1] Univ Ghent, Dept Appl Math Comp Sci & Stat, Ghent, Belgium
[2] Univ Granada, Res Ctr Informat & Commun Technol CITIC UGR, Dept Comp Sci & Artificial Intelligence, Granada, Spain
[3] Univ Regina, Dept Comp Sci, Regina, SK, Canada
来源：
INFORMATION PROCESSING AND MANAGEMENT OF UNCERTAINTY IN KNOWLEDGE-BASED SYSTEMS, IPMU 2016, PT II | 2016年 / 611卷
关键词：
Covering-based rough sets; Dominance-based rough sets; Semantics; Pre-order; APPROXIMATION OPERATORS;
D O I：
10.1007/978-3-319-40581-0_3
中图分类号：
TP18 [人工智能理论];
学科分类号：
081104 ; 0812 ; 0835 ; 1405 ;
摘要：
There exist two formulations of rough sets: the conceptual and computational one. The conceptual or semantical approach of rough set theory focuses on the meaning and interpretation of concepts, while algorithms to compute those concepts are studied in the computational formulation. However, the research on the former is rather limited. In this paper, we focus on a semantically sound approach of Pawlak's rough set model and covering-based rough set models. Furthermore, we illustrate that the dominance-based rough set model can be rephrased using this semantic approach.
引用
收藏
页码：23 / 35
页数：13
相关论文
共 50 条
  • [1] On Two Dominance-based Multigranulation Rough Sets
    Zhai, Yongjian
    Zhang, Hong
    FIFTH INTERNATIONAL CONFERENCE ON MACHINE VISION (ICMV 2012): ALGORITHMS, PATTERN RECOGNITION AND BASIC TECHNOLOGIES, 2013, 8784
  • [2] The Models of Dominance-Based Multigranulation Rough Sets
    Yang, Xibei
    BIO-INSPIRED COMPUTING AND APPLICATIONS, 2012, 6840 : 657 - 664
  • [3] A Method for Weight Assignment By Dominance-Based Rough Sets Approach
    Zhang Rong
    Liu Sifeng
    Liu Bin
    CCDC 2009: 21ST CHINESE CONTROL AND DECISION CONFERENCE, VOLS 1-6, PROCEEDINGS, 2009, : 6060 - +
  • [4] Reducts and constructs in classic and dominance-based rough sets approach
    Susmaga, Robert
    INFORMATION SCIENCES, 2014, 271 : 45 - 64
  • [5] Parallel computing of approximations in dominance-based rough sets approach
    Li, Shaoyong
    Li, Tianrui
    Zhang, Zhixue
    Chen, Hongmei
    Zhang, Junbo
    KNOWLEDGE-BASED SYSTEMS, 2015, 87 : 102 - 111
  • [6] AN INCREMENTAL APPROACH FOR UPDATING APPROXIMATIONS IN DOMINANCE-BASED ROUGH SETS
    Li, Shaoyong
    Li, Tianrui
    Chen, Hongmei
    Ji, Xiaolan
    COMPUTATIONAL INTELLIGENCE: FOUNDATIONS AND APPLICATIONS: PROCEEDINGS OF THE 9TH INTERNATIONAL FLINS CONFERENCE, 2010, 4 : 728 - 733
  • [7] A PARALLEL APPROACH FOR COMPUTING APPROXIMATIONS OF DOMINANCE-BASED ROUGH SETS APPROACH
    Li, Shaoyong
    Li, Tianrui
    Chen, Hongmei
    DECISION MAKING AND SOFT COMPUTING, 2014, 9 : 580 - 585
  • [8] Updating Approximations Dynamically in Dominance-based Rough Sets
    Li, Shaoyong
    Li, Tianrui
    Zhang, Junbo
    ELECTRONIC-BUSINESS INTELLIGENCE: FOR CORPORATE COMPETITIVE ADVANTAGES IN THE AGE OF EMERGING TECHNOLOGIES & GLOBALIZATION, 2010, 14 : 534 - 540
  • [9] A Novel Approach to Decision Analysis Using Dominance-Based Soft Rough Sets
    Shaheen, Tanzeela
    Mian, Barkat
    Shabir, Muhammad
    Feng, Feng
    INTERNATIONAL JOURNAL OF FUZZY SYSTEMS, 2019, 21 (03) : 954 - 962
  • [10] A Novel Approach to Decision Analysis Using Dominance-Based Soft Rough Sets
    Tanzeela Shaheen
    Barkat Mian
    Muhammad Shabir
    Feng Feng
    International Journal of Fuzzy Systems, 2019, 21 : 954 - 962
12345