Fuzzy signatures in data mining

被引:0
|
作者
Vámos, T [1 ]
Kóczy, LT [1 ]
Biró, G [1 ]
机构
[1] Hungarian Acad Sci, Inst Comp & Automat, Dept Artifical Intelligence, H-1111 Budapest, Hungary
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
Fuzzy signature has a special role in data mining, concerning data mixed with human estimates, The semantics of the fuzzy concept is a relevant issue of data interpretation. A software system was developed to implement these ideas and works on a rather extensive database of a two-decade neuro-developmental project. Another project initiated in the subjects of transition economy and society is ongoing. Delicate problems of sensitivity and the re-thinking of principal component and factor analysis for fuzzy data are current research issues.
引用
收藏
页码:2842 / 2846
页数:5
相关论文
共 50 条
  • [21] Linguistic data mining and fuzzy modelling
    Hirota, K
    Pedrycz, W
    FUZZ-IEEE '96 - PROCEEDINGS OF THE FIFTH IEEE INTERNATIONAL CONFERENCE ON FUZZY SYSTEMS, VOLS 1-3, 1996, : 1488 - 1492
  • [22] Fuzzy machine learning and data mining
    Huellermeier, Eyke
    WILEY INTERDISCIPLINARY REVIEWS-DATA MINING AND KNOWLEDGE DISCOVERY, 2011, 1 (04) : 269 - 283
  • [23] Fuzzy Models for Big Data Mining
    Ducange, Pietro
    FUZZY LOGIC AND APPLICATIONS, WILF 2018, 2019, 11291 : 257 - 260
  • [24] APPLYING FUZZY COMPARATORS ON DATA MINING
    Urrutia, Angelica
    Galindo, Jose
    Tineo, Leonid
    Morales, Jose
    Gutierrez, Claudio
    ECTA 2011/FCTA 2011: PROCEEDINGS OF THE INTERNATIONAL CONFERENCE ON EVOLUTIONARY COMPUTATION THEORY AND APPLICATIONS AND INTERNATIONAL CONFERENCE ON FUZZY COMPUTATION THEORY AND APPLICATIONS, 2011, : 482 - 485
  • [25] An experiment with fuzzy sets in data mining
    Olson, David L.
    Moshkovich, Helen
    Mechitov, Alexander
    COMPUTATIONAL SCIENCE - ICCS 2007, PT 2, PROCEEDINGS, 2007, 4488 : 462 - +
  • [26] Fuzzy-Rough Data Mining
    Jensen, Richard
    ROUGH SETS, FUZZY SETS, DATA MINING AND GRANULAR COMPUTING, RSFDGRC 2011, 2011, 6743 : 31 - 35
  • [27] Fuzzy MapReduce Data Mining algorithms
    Reddy, Poli Venkata Subba
    2018 INTERNATIONAL CONFERENCE ON FUZZY THEORY AND ITS APPLICATIONS (IFUZZY), 2018, : 304 - 309
  • [28] Fuzzy data mining query language
    Maelainin, SA
    Bensaid, A
    1998 SECOND INTERNATIONAL CONFERENCE ON KNOWLEDGE-BASED INTELLIGENT ELECTRONIC SYSTEMS, KES'98 PROCEEDINGS, VOL 1, 1998, : 335 - 340
  • [29] Optimized fuzzy classification for data mining
    Kim, MW
    Ryu, JW
    DATABASE SYSTEMS FOR ADVANCED APPLICATIONS, 2004, 2973 : 582 - 593
  • [30] Fuzzy data mining query language
    Al Akhawayn Univ in Ifrane, Ifrane, Morocco
    Int Conf Knowledge Based Intell Electron Syst Proc KES, (335-340):