Decision Logic for Rough Set-based Interrelationship Mining

被引：0

作者：

Kudo, Yasuo ^{[1
]}

Murai, Tetsuya ^{[2
]}

机构：

[1] Muroran Inst Technol, Coll Informat & Syst, Mizumoto 27-1, Muroran, Hokkaido 0508585, Japan

[2] Hokkaido Univ, Grad Sch Informat Sci & Technol, Sapporo, Hokkaido 0600814, Japan

来源：

2013 IEEE INTERNATIONAL CONFERENCE ON GRANULAR COMPUTING (GRC) | 2013年

关键词：

decision logic; interrelationship mining; low and high order decision rules; rough set;

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：

Rough set-based decision rule extraction is a useful tool for data mining, however, almost approaches of decision rule extraction are based on comparison between values of the same attribute. On the other hand, the authors have proposed a concept of interrelationship mining that enables us to extract characteristics based on comparison between values of different attributes. In this paper, we consider logical aspects of interrelationship mining by introducing decision logic for interrelationship mining.

引用

页码：172 / 177

页数：6

共 50 条

[1] Rough-Set-Based Interrelationship Mining for Incomplete Decision Tables
Kudo, Yasuo
Murai, Tetsuya
[J]. JOURNAL OF ADVANCED COMPUTATIONAL INTELLIGENCE AND INTELLIGENT INFORMATICS, 2016, 20 (05) : 712 - 720
[2] On optimisation of the rough set-based decision rule extraction
Stanczyk, Urszula
[J]. PROCEEDINGS OF THE 8TH WSEAS INTERNATIONAL CONFERENCE ON APPLIED COMPUTER SCIENCE (ACS'08): RECENT ADVANCES ON APPLIED COMPUTER SCIENCE, 2008, : 296 - +
[3] Rough set-based decision tree construction algorithm
Han, Sang-Wook
Kim, Jae-Yearn
[J]. COMPUTATIONAL SCIENCE AND ITS APPLICATIONS - ICCSA 2007, PT 1, PROCEEDINGS, 2007, 4705 : 710 - +
[4] Rough set-based logics for multicriteria decision analysis
Fan, Tuan-Fang
Liu, Duen-Ren
Tzeng, Gwo-Hshiung
[J]. EUROPEAN JOURNAL OF OPERATIONAL RESEARCH, 2007, 182 (01) : 340 - 355
[5] Research on the rough set-based method of mining uncertainty knowledge
Huang, TY
Lu, T
Cheng, Y
[J]. PROCEEDINGS OF THE 2001 INTERNATIONAL CONFERENCE ON MANAGEMENT SCIENCE AND ENGINEERING, VOLS I AND II, 2001, : 3 - 8
[6] Rough Set-Based Concept Mining from Social Networks
Fan, Tuan-Fang
Liau, Churn-Jung
[J]. 2016 IEEE INTERNATIONAL CONFERENCE ON FUZZY SYSTEMS (FUZZ-IEEE), 2016, : 663 - 670
[7] Rough set-based decision tree using a core attribute
Han, Sang-Wook
Kim, Jae-Yearn
[J]. INTERNATIONAL JOURNAL OF INFORMATION TECHNOLOGY & DECISION MAKING, 2008, 7 (02) : 275 - 290
[8] CLUSTERING OF DECISION TABLES TOWARD ROUGH SET-BASED GROUP DECISION AID
Inuiguchi, Masahiro
Enomoto, Ryuta
[J]. INTERNATIONAL JOURNAL OF UNCERTAINTY FUZZINESS AND KNOWLEDGE-BASED SYSTEMS, 2011, 19 : 17 - 32
[9] Automatic authentication using rough set-based technique and fuzzy decision
陈宁
冯博琴
王海笑
张浩
[J]. Journal of Harbin Institute of Technology(New series), 2009, (02) : 247 - 250
[10] Rough Set-Based Decision Tool for Classification of Cotton Yarn Neps
Das S.
Ghosh A.
[J]. Journal of The Institution of Engineers (India): Series E, 2021, 102 (01) : 1 - 10

← 1 2 3 4 5 →