The GUHA method, data preprocessing and mining

被引:0
|
作者
Hájek, P [1 ]
Rauch, J
Coufal, D
Feglar, T
机构
[1] Acad Sci Czech Republic, Inst Comp Sci, Prague, Czech Republic
[2] Univ Econ, Prague, Czech Republic
关键词
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
The paper surveys basic principles and foundations of the GUHA method, relation to some well-known data mining systems, main publications, existing implementations and future plans.
引用
收藏
页码:135 / 153
页数:19
相关论文
共 50 条
  • [21] PROCESSING SOCIOLOGICAL DATA BY GUHA METHOD - EXAMPLE
    HAVRANEK, T
    CHYBA, M
    POKORNY, D
    INTERNATIONAL JOURNAL OF MAN-MACHINE STUDIES, 1977, 9 (04): : 439 - 447
  • [22] THE GUHA METHOD IN THE CONTEXT OF DATA-ANALYSIS
    HAVRANEK, T
    INTERNATIONAL JOURNAL OF MAN-MACHINE STUDIES, 1981, 15 (03): : 265 - 282
  • [23] An overview of data preprocessing in data and web usage mining
    Suresh, R. M.
    Padmajavalli, R.
    2006 1ST INTERNATIONAL CONFERENCE ON DIGITAL INFORMATION MANAGEMENT, 2006, : 193 - +
  • [24] An innovative data collection method to eliminate the preprocessing phase in web usage mining
    Canay, Ozkan
    Kocabicak, Umit
    ENGINEERING SCIENCE AND TECHNOLOGY-AN INTERNATIONAL JOURNAL-JESTECH, 2023, 40
  • [25] Data preprocessing method based on user characteristic of interests for Web log mining
    Han, Ying
    Xia, Kejian
    2014 FOURTH INTERNATIONAL CONFERENCE ON INSTRUMENTATION AND MEASUREMENT, COMPUTER, COMMUNICATION AND CONTROL (IMCCC), 2014, : 867 - 872
  • [26] Preprocessing DNS Log Data for Effective Data Mining
    Snyder, Mark E.
    Sundaram, Ravi
    Thakur, Mayur
    2009 IEEE INTERNATIONAL CONFERENCE ON COMMUNICATIONS, VOLS 1-8, 2009, : 1366 - +
  • [27] The importance of preprocessing and exploratory data analysis in data mining
    Haines, T
    MINING AND MODELING MASSIVE DATA SETS IN SCIENCE, ENGINEERING, AND BUSINESS WITH A SUBTHEME IN ENVIRONMENTAL STATISTICS, 1997, 29 (01): : 105 - 105
  • [28] Interpreting GUHA Data Mining Logic in Paraconsistent Fuzzy Logic Framework
    Turunen, Esko
    ALGORITHMIC DECISION THEORY, PROCEEDINGS, 2009, 5783 : 284 - 293
  • [29] Apriori and GUHA - Comparing two approaches to data mining with association rules
    Rauch, Jan
    Simunek, Milan
    INTELLIGENT DATA ANALYSIS, 2017, 21 (04) : 981 - 1013
  • [30] Data preprocessing by sequential pattern mining for LZW
    Vergara-Villegas, OO
    García-Hernández, RA
    Carrasco-Ochoa, JA
    Elías, RP
    Martínez-Trinidad, JF
    Sixth Mexican International Conference on Computer Science, Proceedings, 2005, : 82 - 87