The research of algorithm for data mining based on fuzzy theory

被引：0
|
作者：
Wang, Aimin [1 ]
Li, Jie [1 ,2 ]
机构：
[1] School of Computer and Information Engineering, Anyang Normal University, Anyang, China
[2] Shenyang Institute of Computing Technology, Chinese Academy of Sciences, Shenyang, China
来源：
Journal of Digital Information Management | 2013年 / 11卷 / 05期
关键词：
Data handling - Support vector machines - Fuzzy systems;
D O I：
暂无
中图分类号：
学科分类号：
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 uncertain information. In order to solve the problem presented above, this paper discusses the constraining programming of fuzzy chance and the characteristic of fuzzy classification as well as its expression methods. The algorithm for classifying Support Vector Machine is also included in this paper.
引用
收藏
页码：327 / 334
相关论文
共 50 条
  • [31] Research on the Text Data Mining and Clustering Algorithm based on the Bayesian Theory and Markov Random Fields
    Sheng, Xiaobao
    Luo, Yimin
    Cao, Xiaodong
    Tao, Junjie
    2015 2ND INTERNATIONAL SYMPOSIUM ON ENGINEERING TECHNOLOGY, EDUCATION AND MANAGEMENT (ISETEM 2015), 2015, : 136 - 141
  • [32] Research on fast mining algorithm for multi-feature fuzzy association data based on compressed matrix
    Han Y.
    Shang Z.
    International Journal of Information and Communication Technology, 2024, 24 (03) : 273 - 288
  • [33] Research on Data Mining Algorithm of Meteorological Observation Based on Data Quality Control Algorithm
    Qing-Dao-Er-Ji, Ren
    Li, Na
    WIRELESS PERSONAL COMMUNICATIONS, 2018, 102 (02) : 2077 - 2089
  • [34] Research on Data Mining Algorithm of Meteorological Observation Based on Data Quality Control Algorithm
    Ren Qing-Dao-Er-Ji
    Na Li
    Wireless Personal Communications, 2018, 102 : 2077 - 2089
  • [35] Fault diagnosis by data mining based on focusing fuzzy clustering algorithm
    Yang Ping
    PROCEEDINGS OF 2005 CHINESE CONTROL AND DECISION CONFERENCE, VOLS 1 AND 2, 2005, : 992 - 996
  • [36] Fault Diagnosis by Data Mining Based on Focusing Fuzzy Clustering Algorithm
    College of Electric Power, South China University of Technology, Guangzhou 510640, China
    Dongli Gongcheng, 2006, 4 (511-515):
  • [37] RESEARCH OF MEDICAL IMAGE SEGMENTATION ALGORITHM BASED ON FUZZY THEORY
    Lei, G. P.
    Wang, K. J.
    BASIC & CLINICAL PHARMACOLOGY & TOXICOLOGY, 2015, 117 : 39 - 39
  • [38] Application of algorithm theory to data mining
    Tokuyama, T
    PROCEEDINGS OF THE 21ST AUSTRALASIAN COMPUTER SCIENCE CONFERENCE, ACSC'98, 1998, 20 (01): : 1 - 15
  • [39] An Improved Ant Algorithm for Fuzzy Data Mining
    Wu, Min-Thai
    Hong, Tzung-Pei
    Lee, Chung-Nan
    COMPUTATIONAL COLLECTIVE INTELLIGENCE: TECHNOLOGIES AND APPLICATIONS, PT II, 2010, 6422 : 344 - 351
  • [40] Application of algorithm theory to data mining
    Tokuyama, T
    PROCEEDINGS OF THE 4TH AUSTRALASIAN THEORY SYMPOSIUM, CATS'98, 1998, 20 (03): : 5 - 19
12345