MINING FUZZY ASSOCIATION RULES FROM DATABASE

被引：0

作者：

Tang, Hongxia ^{[1
]}

Pei, Zheng ^{[1
]}

Yi, Liangzhong ^{[1
]}

Zhang, Zunwei ^{[1
]}

机构：

[1] Xihua Univ, Sch Math & Comp Sci, Chengdu 610039, Peoples R China

来源：

INTELLIGENT DECISION MAKING SYSTEMS, VOL. 2 | 2010年

关键词：

Data Mining; Fuzzy Association Rules; Fuzzy Sets;

D O I：

10.1142/9789814295062_0038

中图分类号：

C93 [管理学]; O22 [运筹学];

学科分类号：

070105 ; 12 ; 1201 ; 1202 ; 120202 ;

摘要：

Association rules are used for describing association among attribute values in the field of data mining Inspired by the Apriori algorithm, the paper presents a new approach of mining fuzzy association rules There exists similarity between the new algorithm(NAL) and the Apriori algorithm, however, the NAL method can handle several data types (categories, list, number and linguistic term) at the same tune We adopt fuzzy techniques, so that all data types could be represented and operated from fuzzy points of view The novel method can be used to find many useful association rules

引用

页码：240 / +

页数：2

共 50 条

[21] A Survey on Fuzzy Association Rules Mining
Mguiris, Imen
Amdouni, Hamida
Gammoudi, Mohamed Mohsen
VISION 2020: INNOVATION MANAGEMENT, DEVELOPMENT SUSTAINABILITY, AND COMPETITIVE ECONOMIC GROWTH, 2016, VOLS I - VII, 2016, : 3093 - 3103
[22] Mining fuzzy periodic association rules
Lee, Wan-Jui
Jiang, Jung-Yi
Lee, Shie-Jue
DATA & KNOWLEDGE ENGINEERING, 2008, 65 (03) : 442 - 462
[23] Mining fuzzy similar association rules from quantitative data
Wang, SL
Kuo, CY
Hong, TP
2002 ANNUAL MEETING OF THE NORTH AMERICAN FUZZY INFORMATION PROCESSING SOCIETY PROCEEDINGS, 2002, : 190 - 194
[24] A Framework for Mining Fuzzy Association Rules from Composite Items
Muyeba, Maybin
Khan, M. Sulaiman
Coenen, Frans
NEW FRONTIERS IN APPLIED DATA MINING, 2009, 5433 : 62 - +
[25] Mining fuzzy association rules from heterogeneous probabilistic datasets
Pei, Bin
Zhao, Tingting
Zhao, Suyun
Chen, Hong
2012 IEEE 24TH INTERNATIONAL CONFERENCE ON TOOLS WITH ARTIFICIAL INTELLIGENCE (ICTAI 2012), VOL 1, 2012, : 828 - 835
[26] Fuzzy QMD Algorithm for Mining Fuzzy Association Rules
Wang, Chien-Hua
Lee, Wei-Hsuan
Yeh, Chia-Hsuan
Pang, Chin-Tzong
PROCEEDINGS OF THE 3RD INTERNATIONAL CONFERENCE ON COMMUNICATION AND INFORMATION PROCESSING (ICCIP 2017), 2017, : 50 - 54
[27] A Fuzzy Close Algorithm for Mining Fuzzy Association Rules
Pierrard, Regis
Poli, Jean-Philippe
Hudelot, Celine
INFORMATION PROCESSING AND MANAGEMENT OF UNCERTAINTY IN KNOWLEDGE-BASED SYSTEMS: THEORY AND FOUNDATIONS, PT II, 2018, 854 : 88 - 99
[28] Mining the increment association rules in temporal database
Ma, Yuanyuan
Sun, Zhihui
Gao, Hongmei
Jisuanji Yanjiu yu Fazhan/Computer Research and Development, 2000, 37 (12): : 1446 - 1451
[29] Query fuzzy association rules in relational database
Shu, JY
Tsang, ECC
Yeung, DS
JOINT 9TH IFSA WORLD CONGRESS AND 20TH NAFIPS INTERNATIONAL CONFERENCE, PROCEEDINGS, VOLS. 1-5, 2001, : 2989 - 2993
[30] A mining algorithm for fuzzy weighted association rules
Wang, BY
Zhang, SM
2003 INTERNATIONAL CONFERENCE ON MACHINE LEARNING AND CYBERNETICS, VOLS 1-5, PROCEEDINGS, 2003, : 2495 - 2499

← 1 2 3 4 5 →