Data mining for fuzzy relational data servers

被引:0
|
作者
Velmisov, A. P. [1 ]
Stetsko, A. A. [1 ]
Yarushkina, N. G. [1 ]
机构
[1] UISTU, 32 Severny Venets St, Ulyanovsk 432001, Russia
关键词
perception; data Mining; fuzzy data server; fuzzy clustering;
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
Methods of Perception-based Data Mining (Data Miners DM) for fuzzy relational data servers are considered in the article. The considering problems of DM are limited by problems of clustering and mining of dependences in the form of fuzzy rules because these problems are especially important in practice. The hybrid algorithm of fuzzy clustering and the way of use of a fuzzy inference system as a DM for fuzzy relational data is offered in the article.
引用
收藏
页码:220 / +
页数:2
相关论文
共 50 条
  • [1] On multi-relational data mining for foundation of data mining
    Liu, Miao
    Guo, Hai-Feng
    Chen, Zhengxin
    [J]. 2007 IEEE/ACS INTERNATIONAL CONFERENCE ON COMPUTER SYSTEMS AND APPLICATIONS, VOLS 1 AND 2, 2007, : 389 - +
  • [2] Relational Data Mining and GUHA
    Karban, Tomas
    [J]. DATESO 2005 - DATABASES, TEXTS, SPECIFICATIONS, OBJECTS, 2005, : 103 - 112
  • [3] A Wordification Approach to Relational Data Mining
    Perovsek, Matic
    Vavpetic, Anze
    Cestnik, Bojan
    Lavra, Nada
    [J]. DISCOVERY SCIENCE, 2013, 8140 : 141 - 154
  • [4] Relational peculiarity oriented data mining
    Zhong, N
    Liu, CN
    Yao, YY
    Ohshima, M
    Huang, MX
    Huang, JJ
    [J]. FOURTH IEEE INTERNATIONAL CONFERENCE ON DATA MINING, PROCEEDINGS, 2004, : 575 - 578
  • [5] A data mining algorithm for fuzzy transaction data
    Chin-Yuan Chen
    Gin-Shuh Liang
    Yuhling Su
    Mao-Sheng Liao
    [J]. Quality & Quantity, 2014, 48 : 2963 - 2971
  • [6] A data mining algorithm for fuzzy transaction data
    Chen, Chin-Yuan
    Liang, Gin-Shuh
    Su, Yuhling
    Liao, Mao-Sheng
    [J]. QUALITY & QUANTITY, 2014, 48 (06) : 2963 - 2971
  • [7] Deductive Data Analysis and Mining Granular Computing on Relational Data
    Lin, Tsau Young
    [J]. 2008 IEEE INTERNATIONAL CONFERENCE ON FUZZY SYSTEMS, VOLS 1-5, 2008, : 2428 - 2432
  • [8] Robust fuzzy clustering of relational data
    Davé, RN
    Sen, S
    [J]. IEEE TRANSACTIONS ON FUZZY SYSTEMS, 2002, 10 (06) : 713 - 727
  • [9] Data compression with fuzzy relational equations
    Hirota, K
    Pedrycz, W
    [J]. FUZZY SETS AND SYSTEMS, 2002, 126 (03) : 325 - 335
  • [10] Fuzzy Data in Traditional Relational Databases
    Hudec, Miroslav
    [J]. 2014 12TH SYMPOSIUM ON NEURAL NETWORK APPLICATIONS IN ELECTRICAL ENGINEERING (NEUREL), 2014, : 195 - 199