Ordered Information Systems and Graph Granulation

被引:0
|
作者
Stell, John G. [1 ]
机构
[1] Univ Leeds, Sch Comp, Leeds, W Yorkshire, England
来源
ROUGH SETS, (IJCRS 2016) | 2016年 / 9920卷
关键词
Ordered information system; Graph granulation; Graph partitioning;
D O I
10.1007/978-3-319-47160-0_12
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
The concept of an Information System, as used in Rough Set theory, is extended to the case of a partially ordered universe equipped with a set of order preserving attributes. These information systems give rise to partitions of the universe where the set of equivalence classes is partially ordered. Such ordered partitions correspond to relations on the universe which are reflexive and transitive. This correspondence allows the definition of approximation operators for an ordered information system by using the concepts of opening and closing from mathematical morphology. A special case of partial orders are graphs and hypergraphs and these provide motivation for the need to consider approximations on partial orders.
引用
收藏
页码:131 / 142
页数:12
相关论文
共 50 条
  • [1] Multiple granulation rough set approach to ordered information systems
    Xu, Weihua
    Sun, Wenxin
    Zhang, Xiaoyan
    Zhang, Wenxiu
    [J]. INTERNATIONAL JOURNAL OF GENERAL SYSTEMS, 2012, 41 (05) : 475 - 501
  • [2] Knowledge granulation, knowledge entropy and knowledge uncertainty measure in ordered information systems
    Xu Wei-hua
    Zhang Xiao-yan
    Zhang Wen-xiu
    [J]. APPLIED SOFT COMPUTING, 2009, 9 (04) : 1244 - 1251
  • [3] Multiple Granulation Rough Set Approach to Interval-Valued Intuitionistic Fuzzy Ordered Information Systems
    Li, Zhen
    Zhang, Xiaoyan
    [J]. SYMMETRY-BASEL, 2021, 13 (06):
  • [4] Granulation based on hybrid information systems
    Tuan-Fang Fan
    Chum-Jung Liau
    Duen-Ren Liu
    Gwo-Hshiung Tzeng
    [J]. 2006 IEEE INTERNATIONAL CONFERENCE ON SYSTEMS, MAN, AND CYBERNETICS, VOLS 1-6, PROCEEDINGS, 2006, : 4768 - +
  • [5] Interval ordered information systems
    Qian, Yuhua
    Liang, Jiye
    Dang, Chuangyin
    [J]. COMPUTERS & MATHEMATICS WITH APPLICATIONS, 2008, 56 (08) : 1994 - 2009
  • [6] Information granulation for Web based information retrieval support systems
    Yao, JT
    Yao, YY
    [J]. DATA MINING AND KNOWLEDGE DISCOVERY: TOOLS AND TECHNOLOGY V, 2003, 5098 : 138 - 146
  • [7] Towards a Class-Aware Information Granulation for Graph Embedding and Classification
    Baldini, Luca
    Martino, Alessio
    Rizzi, Antonello
    [J]. COMPUTATIONAL INTELLIGENCE: 11th International Joint Conference, IJCCI 2019, Vienna, Austria, September 17-19, 2019, Revised Selected Papers, 2021, 922 : 263 - 290
  • [8] ORDERED MIXING OR SPONTANEOUS GRANULATION
    STANIFORTH, JN
    [J]. POWDER TECHNOLOGY, 1985, 45 (01) : 73 - 77
  • [9] Information entropy, rough entropy and knowledge granulation in incomplete information systems
    Liang, J.
    Shi, Z.
    Li, D.
    Wierman, M. J.
    [J]. INTERNATIONAL JOURNAL OF GENERAL SYSTEMS, 2006, 35 (06) : 641 - 654
  • [10] Structural developments of fuzzy systems with the aid of information granulation
    Oh, Sung-Kwun
    Pedrycz, Witold
    Park, Keon-Jun
    [J]. SIMULATION MODELLING PRACTICE AND THEORY, 2007, 15 (10) : 1292 - 1309