Fuzzy gradual rules in epidemiology

被引:36
|
作者
Ortega, N [1 ]
Barros, LC
Massad, E
机构
[1] Univ Sao Paulo, Sch Med, BR-05508 Sao Paulo, Brazil
[2] Univ Campinas, Inst Math Stat & Sci Computat, Sao Paulo, Brazil
关键词
cybernetics; fuzzy logics; medicine; epidemiology;
D O I
10.1108/03684920310463876
中图分类号
TP3 [计算技术、计算机技术];
学科分类号
0812 ;
摘要
This paper presents an application of the fuzzy gradual rules in an epidemic study of canine rabies in Sao Paulo city, Brazil. A linguistic epidemiological model was elaborated through fuzzy rules built by the Extension Principle. We used both the inference method of Mamdani and of Dubois et al. The results were compared with real data from Sao Paulo and with another MISO Model, which is entirely based on expert knowledge presented in a previous work. Questions about application of fuzzy techniques in epidemiology, different inference methods and the Dubois et al. methodology are discussed.
引用
收藏
页码:460 / 477
页数:18
相关论文
共 50 条
  • [1] A multicriteria system using gradual fuzzy rules and fuzzy arithmetic
    Sandri, Sandra
    Sibertin-Blanc, Christophe
    [J]. INTERNATIONAL JOURNAL OF UNCERTAINTY FUZZINESS AND KNOWLEDGE-BASED SYSTEMS, 2008, 16 (01) : 17 - 34
  • [2] A fuzzy epidemic model based on gradual rules and extension principle
    Ortega, NRS
    de Barros, LC
    Massad, E
    [J]. JOINT 9TH IFSA WORLD CONGRESS AND 20TH NAFIPS INTERNATIONAL CONFERENCE, PROCEEDINGS, VOLS. 1-5, 2001, : 2287 - 2288
  • [3] Strengthening Fuzzy Gradual Rules Through "all the more" Clauses
    Bouchon-Meunier, Bernadette
    Laurent, Anne
    Lesot, Marie-Jeanne
    Rifqi, Maria
    [J]. 2010 IEEE INTERNATIONAL CONFERENCE ON FUZZY SYSTEMS (FUZZ-IEEE 2010), 2010,
  • [4] Restoring consistency in systems of fuzzy gradual rules using similarity relations
    Drummond, I
    Godo, L
    Sandri, S
    [J]. ADVANCES IN ARTIFICIAL INTELLIGENCE, PROCEEDINGS, 2002, 2507 : 386 - 396
  • [5] Fuzzy rough sets and multiple-premise gradual decision rules
    Greco, S
    Inuiguchi, M
    Slowinski, R
    [J]. FUZZY LOGIC AND APPLICATIONS, 2006, 2955 : 148 - 163
  • [6] Fuzzy rough sets and multiple-premise gradual decision rules
    Greco, Salvatore
    Inuiguchi, Masahiro
    Slowinski, Roman
    [J]. International Journal of Approximate Reasoning, 2006, 41 (02): : 179 - 211
  • [7] Fuzzy rough sets and multiple-premise gradual decision rules
    Greco, S
    Inuiguchi, M
    Slowinski, R
    [J]. INTERNATIONAL JOURNAL OF APPROXIMATE REASONING, 2006, 41 (02) : 179 - 211
  • [8] Fuzzy Orderings for Fuzzy Gradual Patterns
    Quintero, Malaquias
    Laurent, Anne
    Poncelet, Pascal
    [J]. FLEXIBLE QUERY ANSWERING SYSTEMS, 2011, 7022 : 330 - 341
  • [9] A practical inference method with several implicative gradual rules and a fuzzy input: one and two dimensions
    Jones, Hazael
    Dubois, Didier
    Guillaume, Serge
    Charnomordic, Brigitte
    [J]. 2007 IEEE INTERNATIONAL CONFERENCE ON FUZZY SYSTEMS, VOLS 1-4, 2007, : 762 - +
  • [10] GRADUAL INFERENCE RULES IN APPROXIMATE REASONING
    DUBOIS, D
    PRADE, H
    [J]. INFORMATION SCIENCES, 1992, 61 (1-2) : 103 - 122