Reducing attribute implications from data tables with fuzzy attributes to tables with binary attributes

被引：0
|
作者：
Belohlávek, R [1 ]
Vychodil, V [1 ]
机构：
[1] Palacky Univ, Dept Comp Sci, CZ-77900 Olomouc, Czech Republic
来源：
Proceedings of the 8th Joint Conference on Information Sciences, Vols 1-3 | 2005年
关键词：
fuzzy logic; if-then rule; attribute implication;
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：
The paper deals with if-then rules from data tables with fuzzy attributes. The main result is a general "reduction theorem" of the form: an if-then rule is true in a data table with fuzzy attributes if and only if a suitably transformed if-then rule is true in a suitably transformed data table with crisp attributes. We show consequences and applications of the reduction theorem plus some auxiliary results.
引用
收藏
页码：82 / 85
页数：4
相关论文
共 50 条
  • [21] Thresholds and shifted attributes in formal concept analysis of data with fuzzy attributes
    Belohlavek, Radim
    Outrata, Jan
    Vychodil, Vilem
    CONCEPTUAL STRUCTURES: INSPIRATION AND APPLICATION, 2006, 4068 : 117 - 130
  • [22] Attribute (feature) completion - The theory of attributes from data mining prospect
    Lin, TY
    2002 IEEE INTERNATIONAL CONFERENCE ON DATA MINING, PROCEEDINGS, 2002, : 282 - 289
  • [23] An Efficient Algorithm for Determining the Set of All Reductive Attributes in Incomplete Decision Tables
    Demetrovics, Janos
    Vu Duc Thi
    Nguyen Long Giang
    CYBERNETICS AND INFORMATION TECHNOLOGIES, 2013, 13 (04) : 118 - 126
  • [24] Modeling data using fuzzy attributes
    Urrutia, A
    Galindo, J
    Piattini, M
    XXII INTERNATIONAL CONFERENCE OF THE CHILEAN COMPUTER SCIENCE SOCIETY, PROCEEDINGS, 2002, : 117 - 123
  • [25] Estimating stand tables from aerial attributes: a comparison of parametric prediction and most similar neighbour methods
    Temesgen, H
    SCANDINAVIAN JOURNAL OF FOREST RESEARCH, 2003, 18 (03) : 279 - 288
  • [26] A multiple attributes decision making method using individual and collaborative attribute data in a fuzzy environment
    Fan, Zhi-Ping
    Feng, Bo
    INFORMATION SCIENCES, 2009, 179 (20) : 3603 - 3618
  • [27] Generating compound attributes from fuzzy data for null queries
    Wang, SL
    Tsai, YJ
    INTELLIGENT AUTOMATION AND SOFT COMPUTING, 2001, 7 (02): : 137 - 144
  • [28] An efficient stripped cover-based accelerator for reduction of attributes in incomplete decision tables
    Nguyen Ngoc Thuy
    Wongthanavasu, Sartra
    EXPERT SYSTEMS WITH APPLICATIONS, 2020, 143
  • [29] On reduction of attributes in inconsistent decision tables based on information entropies and stripped quotient sets
    Nguyen Ngoc Thuy
    Wongthanavasu, Sartra
    EXPERT SYSTEMS WITH APPLICATIONS, 2019, 137 : 308 - 323
  • [30] Binary data, hierarchy of attributes, and multidimensional deprivation
    Dhongde, Shatakshee
    Li, Yi
    Pattanaik, Prasanta K.
    Xu, Yongsheng
    JOURNAL OF ECONOMIC INEQUALITY, 2016, 14 (04): : 363 - 378
12345