The Research on Algorithms for Data Mining Based on Fuzzy Theory

被引：0

作者：

Wang, Aimin ^{[1
]}

Cui, Hongbin ^{[1
]}

Yang, Zhimin ^{[1
]}

机构：

[1] Anyang Normal Univ, Sch Comp Sci & Technol, Anyang 455000, Peoples R China

来源：

PROCEEDINGS OF 2008 INTERNATIONAL PRE-OLYMPIC CONGRESS ON COMPUTER SCIENCE, VOL I: COMPUTER SCIENCE AND ENGINEERING | 2008年

关键词：

Data mining; uncertain programming; uncertain classification; linear dividable; algorithm;

D O I：

暂无

中图分类号：

TP39 [计算机的应用];

学科分类号：

081203 ; 0835 ;

摘要：

Data Mining is a new filed in data processing research. Support Vector Machine (SVM) is one of the new methods using in data mining, which has gained great applicable success. However, there are still plenty of limitations in SVM. For example, SVM won't work if its training set contains fuzzy information. In order to solve the problem presented above, this article discusses the constraining programming of uncertain chance and the characteristic of uncertain classification as well as its expression methods. The algorithm for classifying Support Vector Machine is also included in this article.

引用

页码：283 / 288

页数：6

共 50 条

[41] The data mining based on AFS theory
Liu, XD
Wang, FW
Wei, H
PROCEEDINGS OF 2002 INTERNATIONAL CONFERENCE ON MANAGEMENT SCIENCE & ENGINEERING, VOLS I AND II, 2002, : 119 - 123
[42] Research on algorithms of data mining under cloud computing environment
Long, Fei
Journal of Chemical and Pharmaceutical Research, 2014, 6 (07) : 1152 - 1157
[43] Algorithms of nonmonotonic data mining based on concept hierarchy and layered mining
Yang, Jie
Ye, Chen-Zhou
Li, Guo-Zheng
Shanghai Jiaotong Daxue Xuebao/Journal of Shanghai Jiaotong University, 2001, 35 (11): : 1651 - 1654
[44] Research on Data Mining Algorithms for Glutamic Acid Fermentation Process
Wang, Guicheng
Yu, Changsheng
Zhang, Zhansheng
Yan, Minxiu
Zhang, Min
2011 CHINESE CONTROL AND DECISION CONFERENCE, VOLS 1-6, 2011, : 4167 - 4172
[45] Data mining based fuzzy classification algorithm for imbalanced data
Xu, Le
Chow, Mo-Yuen
Taylor, Leroy S.
2006 IEEE INTERNATIONAL CONFERENCE ON FUZZY SYSTEMS, VOLS 1-5, 2006, : 825 - +
[46] Research on algorithms for mining distance-based outliers
Wang, LZ
Zou, LK
CHINESE JOURNAL OF ELECTRONICS, 2005, 14 (03): : 485 - 490
[47] Research on mining the briefest rules based on genetic algorithms
Meng, B
Yu, XQ
Proceedings of the 2005 International Conference on Management Science & Engineering (12th), Vols 1- 3, 2005, : 28 - 33
[48] Applying Fuzzy Theory based Data Mining to Establish the Female Sizing Systems for Garment Production
Hsu, Chih-Hung
Lee, Tzu-Yuan
Kuo, Hui-Ming
PROCEEDINGS OF THE 8TH WSEAS INTERNATIONAL CONFERENCE ON APPLIED COMPUTER AND APPLIED COMPUTATIONAL SCIENCE: APPLIED COMPUTER AND APPLIED COMPUTATIONAL SCIENCE, 2009, : 408 - +
[49] Fuzzy data mining for querying and retrieval of research archival information
Smith, MH
Rubin, S
Trajkovic, L
1998 CONFERENCE OF THE NORTH AMERICAN FUZZY INFORMATION PROCESSING SOCIETY - NAFIPS, 1998, : 140 - 145
[50] Research on the integration of heterogeneous information resources in university management informatization based on data mining algorithms
Zhang, Hongqin
Fang, Min
COMPUTATIONAL INTELLIGENCE, 2021, 37 (03) : 1254 - 1267

← 1 2 3 4 5 →