ATTRIBUTE REDUCTION OF FORMAL DECISION CONTEXTS

被引：0
|
作者：
Li, Tong-Jun [1 ]
机构：
[1] Zhejiang Ocean Univ, Sch Math Phys & Informat Sci, Zhoushan 316000, Zhejiang, Peoples R China
来源：
PROCEEDINGS OF 2009 INTERNATIONAL CONFERENCE ON MACHINE LEARNING AND CYBERNETICS, VOLS 1-6 | 2009年
关键词：
Attribute reduction; Concept lattices; Decision formal contexts; Rough sets;
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：
Rough set theory and formal concept analysis are two complementary mathematical tools for data analysis. In this paper, based on object oriented concept lattice, we first propose one kind of consistency of conditional concepts and decision concepts. Subsequently, notions of consistent set and reduct set of attributes are introduced, and some judgment theorems for consistent set are presented. Finally, discernibility matrix is employed to determine consistent sets and calculate reduct sets in consistent formal decision contexts.
引用
收藏
页码：365 / 370
页数：6
相关论文
共 50 条
  • [21] Attribute reduction based on directed graph in formal fuzzy contexts
    Mao, Hua
    Miao, Hui-Ru
    JOURNAL OF INTELLIGENT & FUZZY SYSTEMS, 2018, 34 (06) : 4139 - 4148
  • [22] Attribute reduction in generalized one-sided formal contexts
    Shao, Ming-Wen
    Li, Ke-Wen
    INFORMATION SCIENCES, 2017, 378 : 317 - 327
  • [23] Vector-based Attribute Reduction Method for Formal Contexts
    Shao, Mingwen
    Liu, Min
    Guo, Li
    FUNDAMENTA INFORMATICAE, 2013, 126 (04) : 397 - 414
  • [24] Attribute reduction in formal contexts based on a new discernibility matrix
    Qi, Jian-Jun
    JOURNAL OF APPLIED MATHEMATICS AND COMPUTING, 2009, 30 (1-2) : 305 - 314
  • [25] Attribute reduction and information granulation in Pythagorean fuzzy formal contexts
    Akram, Muhammad
    Nawaz, Hafiza Saba
    Deveci, Muhammet
    EXPERT SYSTEMS WITH APPLICATIONS, 2023, 222
  • [26] Attribute Reduction in Formal Contexts: A Covering Rough Set Approach
    Li, Tong-Jun
    Wu, Wei-Zhi
    FUNDAMENTA INFORMATICAE, 2011, 111 (01) : 15 - 32
  • [27] Attribute Reduction in Soft Contexts Based on Soft Sets and Its Application to Formal Contexts
    Min, Won Keun
    MATHEMATICS, 2020, 8 (05)
  • [28] Generalized attribute reduction in consistent decision formal context
    Wang, Hong
    Zhang, Wen-Xiu
    PROCEEDINGS OF 2008 INTERNATIONAL CONFERENCE ON MACHINE LEARNING AND CYBERNETICS, VOLS 1-7, 2008, : 251 - +
  • [29] Attribute granules in formal contexts
    Wu, Wei-Zhi
    ROUGH SETS, FUZZY SETS, DATA MINING AND GRANULAR COMPUTING, PROCEEDINGS, 2007, 4482 : 395 - 402
  • [30] Attribute reduction in decision formal context based on homomorphism
    Pei, Duo
    Mi, Ju-Sheng
    INTERNATIONAL JOURNAL OF MACHINE LEARNING AND CYBERNETICS, 2011, 2 (04) : 289 - 293
12345