메뉴 건너뛰기




Volumn 7269 LNCS, Issue , 2012, Pages 222-230

Accuracy vs. interpretability of fuzzy rule-based classifiers: An evolutionary approach

Author keywords

[No Author keywords available]

Indexed keywords

BENCHMARK DATA; COMPARATIVE ANALYSIS; EVOLUTIONARY APPROACH; FUZZY CLASSIFICATION RULE; FUZZY RULE-BASED CLASSIFIER; FUZZY RULE-BASED SYSTEMS; INTERPRETABILITY; PITTSBURGH APPROACH; RULE-BASED CLASSIFICATION;

EID: 84860650444     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/978-3-642-29353-5_26     Document Type: Conference Paper
Times cited : (31)

References (15)
  • 1
    • 84874664342 scopus 로고    scopus 로고
    • Multiobjective genetic fuzzy rule selection of single granularity-based fuzzy classification rules and its interaction with the lateral tuning of membership functions
    • Alcala, R., Nojima, Y., Herrera, F., Ishibuchi, H.: Multiobjective genetic fuzzy rule selection of single granularity-based fuzzy classification rules and its interaction with the lateral tuning of membership functions. Soft Computing - A Fusion of Foundations, Methodologies and Applications, 1-16 (2010)
    • (2010) Soft Computing - A Fusion of Foundations, Methodologies and Applications , pp. 1-16
    • Alcala, R.1    Nojima, Y.2    Herrera, F.3    Ishibuchi, H.4
  • 6
    • 79955551124 scopus 로고    scopus 로고
    • A historical review of evolutionary learning methods for Mamdani-type fuzzy rule-based systems: Designing interpretable genetic fuzzy systems
    • Cordon, O.: A historical review of evolutionary learning methods for Mamdani-type fuzzy rule-based systems: Designing interpretable genetic fuzzy systems. International Journal of Approximate Reasoning 52, 894-913 (2011)
    • (2011) International Journal of Approximate Reasoning , vol.52 , pp. 894-913
    • Cordon, O.1
  • 7
    • 79960555001 scopus 로고    scopus 로고
    • Interpretability of Linguistic Fuzzy Rule- Based Systems: An Overview of Interpretability Measures
    • Gacto, M.J., Alcala, R., Herrera, F.: Interpretability of Linguistic Fuzzy Rule- Based Systems: An Overview of Interpretability Measures. Information Sciences 181(20), 4340-4360 (2011)
    • (2011) Information Sciences , vol.181 , Issue.20 , pp. 4340-4360
    • Gacto, M.J.1    Alcala, R.2    Herrera, F.3
  • 9
    • 77955398692 scopus 로고    scopus 로고
    • A Modified Pittsburg Approach to Design a Genetic Fuzzy Rule-Based Classifier from Data
    • Rutkowski, L., Scherer, R., Tadeusiewicz, R., Zadeh, L.A., Zurada, J.M. (eds.) ICAISC 2010. Springer, Heidelberg
    • Gorzałczany, M.B., Rudziński, F.: A Modified Pittsburg Approach to Design a Genetic Fuzzy Rule-Based Classifier from Data. In: Rutkowski, L., Scherer, R., Tadeusiewicz, R., Zadeh, L.A., Zurada, J.M. (eds.) ICAISC 2010. LNCS, vol. 6113, pp. 88-96. Springer, Heidelberg (2010)
    • (2010) LNCS , vol.6113 , pp. 88-96
    • Gorzałczany, M.B.1    Rudziński, F.2
  • 10
    • 0035426682 scopus 로고    scopus 로고
    • Three-objective genetics-based machine learning for linquistic extraction
    • Ishibuchi, H., Nakashima, T., Murata, T.: Three-objective genetics-based machine learning for linquistic extraction. Information Sciences 136(1-4), 109-133 (2001)
    • (2001) Information Sciences , vol.136 , Issue.1-4 , pp. 109-133
    • Ishibuchi, H.1    Nakashima, T.2    Murata, T.3
  • 14
    • 77957103583 scopus 로고    scopus 로고
    • Evolving fuzzy medical diagnosis of Pima Indians diabetes and of dermatological diseases
    • Stavros, L., Ludmil, M.: Evolving fuzzy medical diagnosis of Pima Indians diabetes and of dermatological diseases. Artificial Intelligence in Medicine 50, 117-126 (2010)
    • (2010) Artificial Intelligence in Medicine , vol.50 , pp. 117-126
    • Stavros, L.1    Ludmil, M.2
  • 15
    • 14844363880 scopus 로고    scopus 로고
    • Automatic detection of erythemato squmous diseases using adaptive neuro-fuzzy inference systems
    • Ubeyli, E.D., Guler, I.: Automatic detection of erythemato squmous diseases using adaptive neuro-fuzzy inference systems. Computer in Biology and Medicine 35, 421-433 (2005)
    • (2005) Computer in Biology and Medicine , vol.35 , pp. 421-433
    • Ubeyli, E.D.1    Guler, I.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.