The extraction of linguistic knowledge using fuzzy logic and generalized quantifiers

被引：3
|
作者：
Dvorák, A [1 ]
Novák, V [1 ]
机构：
[1] Univ Ostrava, Inst Res & Applicat Fuzzy Modeling, Ostrava 70103, Czech Republic
来源：
COMPUTATIONAL INTELLIGENT SYSTEMS FOR APPLIED RESEARCH | 2002年
关键词：
D O I：
10.1142/9789812777102_0015
中图分类号：
TP18 [人工智能理论];
学科分类号：
081104 ; 0812 ; 0835 ; 1405 ;
摘要：
An algorithm for the extraction of linguistic knowledge from data records is presented. The generalized quantifier "many" and weights for individual variables can be included in the statement of the query. A general outline of fuzzy logic deduction is introduced. The behavior of the algorithm is illustrated on a "difficult order" example.
引用
收藏
页码：113 / 120
页数：8
相关论文
共 50 条
  • [31] Fuzzy Relational Compositions Based on Generalized Quantifiers
    Stepnicka, Martin
    Holcapek, Michal
    INFORMATION PROCESSING AND MANAGEMENT OF UNCERTAINTY IN KNOWLEDGE-BASED SYSTEMS, PT II, 2014, 443 : 224 - 233
  • [32] A characterization of fuzzy implications generated by generalized quantifiers
    Sainio, Emilia
    Turunen, Esko
    Mesiar, Radko
    FUZZY SETS AND SYSTEMS, 2008, 159 (04) : 491 - 499
  • [33] Weak Completeness Theorem of Logic System MTLQ with Linguistic Quantifiers
    Zhang, Xiaohong
    Zeng, Xu
    2011 AASRI CONFERENCE ON APPLIED INFORMATION TECHNOLOGY (AASRI-AIT 2011), VOL 1, 2011, : 283 - 286
  • [34] Pattern Recognition using Linguistic Fuzzy Logic Predictors
    Habiballa, Hashim
    PROCEEDINGS OF THE INTERNATIONAL CONFERENCE ON NUMERICAL ANALYSIS AND APPLIED MATHEMATICS 2015 (ICNAAM-2015), 2016, 1738
  • [35] A fuzzy syllogistic reasoning schema for generalized quantifiers
    Pereira-Farina, M.
    Vidal, Juan C.
    Diaz-Hermida, F.
    Bugarin, A.
    FUZZY SETS AND SYSTEMS, 2014, 234 : 79 - 96
  • [36] First-order logic system IMTL*Q and triple I method in fuzzy reasoning with linguistic quantifiers
    Zhang, Xiaohong
    Zeng, Xu
    JOURNAL OF INTELLIGENT & FUZZY SYSTEMS, 2014, 26 (05) : 2359 - 2367
  • [37] PROTOTYPICAL KNOWLEDGE FOR INTERPRETING FUZZY CONCEPTS AND QUANTIFIERS
    LESMO, L
    TORASSO, P
    FUZZY SETS AND SYSTEMS, 1987, 23 (03) : 361 - 370
  • [38] Linguistic Fuzzy Logic in R
    Burda, Michal
    2015 IEEE INTERNATIONAL CONFERENCE ON FUZZY SYSTEMS (FUZZ-IEEE 2015), 2015,
  • [39] Fuzzy Linguistic Logic Programming
    Le, Van Hung
    Liu, Fei
    Tran, Dinh Khang
    ADVANCED INTELLIGENT COMPUTING THEORIES AND APPLICATIONS, PROCEEDINGS: WITH ASPECTS OF ARTIFICIAL INTELLIGENCE, 2008, 5227 : 438 - +
  • [40] HILK: A new methodology for designing highly interpretable linguistic knowledge bases using the fuzzy logic formalism
    Alonso, Jose M.
    Magdalena, Luis
    Guillaume, Serge
    INTERNATIONAL JOURNAL OF INTELLIGENT SYSTEMS, 2008, 23 (07) : 761 - 794
12345