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Volumn , Issue , 2009, Pages 1514-1519

Bi-criteria genetic selection of bagging fuzzy rule-based multiclassification systems

Author keywords

Bagging; Feature selection; Fuzzy rule based multi classification systems; Genetic selection of individual classifiers; Mul ticriteria genetic algorithm

Indexed keywords

BAGGING; BI-CRITERIA; COMPONENT CLASSIFIERS; DATA SETS; ERROR MEASURES; FITNESS FUNCTIONS; FUZZY CLASSIFIERS; GENETIC SELECTION; INDIVIDUAL CLASSIFIERS; MULTI-CLASSIFICATION; MULTI-CRITERIA; RULE BASED; TRAINING ERRORS;

EID: 79960024043     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper
Times cited : (3)

References (23)
  • 5
    • 33749521633 scopus 로고    scopus 로고
    • Boosting of granular models
    • W. Pedrycz and K.C. Kwak. Boosting of granular models. Fuzzy Sets and Systems, 157(22):2934-2953, 2006.
    • (2006) Fuzzy Sets and Systems , vol.157 , Issue.22 , pp. 2934-2953
    • Pedrycz, W.1    Kwak, K.C.2
  • 6
    • 33744922637 scopus 로고    scopus 로고
    • Boosted ARTMAP: Modifications to fuzzy ARTMAP motivated by boosting theory
    • S.J. Verzi, G.L. Heileman, and M. Georgiopoulos. Boosted ARTMAP: Modifications to fuzzy ARTMAP motivated by boosting theory. Neural Networks, 19(4):446-468, 2006.
    • (2006) Neural Networks , vol.19 , Issue.4 , pp. 446-468
    • Verzi, S.J.1    Heileman, G.L.2    Georgiopoulos, M.3
  • 7
    • 50149111947 scopus 로고    scopus 로고
    • A first study on bagging fuzzy rule-based classification systems with multicriteria genetic selection of the component classifiers
    • Germany
    • O. Cordón, A. Quirin, and L. Sánchez. A first study on bagging fuzzy rule-based classification systems with multicriteria genetic selection of the component classifiers. In IEEE International Workshop on Genetic and Evolving Fuzzy Systems (GEFS), pages 11-16, Germany, 2008.
    • (2008) IEEE International Workshop on Genetic and Evolving Fuzzy Systems (GEFS) , pp. 11-16
    • Cordón, O.1    Quirin, A.2    Sánchez, L.3
  • 8
    • 0030211964 scopus 로고    scopus 로고
    • Bagging predictors
    • L. Breiman. Bagging predictors. Machine Learning, 24(2):123-140, 1996.
    • (1996) Machine Learning , vol.24 , Issue.2 , pp. 123-140
    • Breiman, L.1
  • 10
    • 55349149050 scopus 로고    scopus 로고
    • On the use of bagging, mutual information-based feature selection and multicri-teria genetic algorithms to design fuzzy rule-based classification ensembles
    • Barcelona
    • O. Cordón, A. Quirin, and L. Sánchez. On the use of bagging, mutual information-based feature selection and multicri-teria genetic algorithms to design fuzzy rule-based classification ensembles. In Int. Conf. on Hybrid Intelligent Systems, pages 549-554, Barcelona, 2008.
    • (2008) Int. Conf. on Hybrid Intelligent Systems , pp. 549-554
    • Cordón, O.1    Quirin, A.2    Sánchez, L.3
  • 11
    • 0028468293 scopus 로고
    • Using mutual information for selecting features in supervised neural net learning
    • R. Battiti. Using mutual information for selecting features in supervised neural net learning. IEEE Transactions on Neural Networks, 5(4):537-550, 1994.
    • (1994) IEEE Transactions on Neural Networks , vol.5 , Issue.4 , pp. 537-550
    • Battiti, R.1
  • 12
    • 0000049494 scopus 로고
    • Greedy randomized adaptive search procedures
    • T. A. Feo and M. G. C. Resende. Greedy randomized adaptive search procedures. J. of Global Optimization, 6:109-133, 1995.
    • (1995) J. of Global Optimization , vol.6 , pp. 109-133
    • Feo, T.A.1    Resende, M.G.C.2
  • 13
    • 84871905508 scopus 로고    scopus 로고
    • Comparing two genetic overproduce-and-choose strategies for fuzzy rule-based multiclassification systems generated by bagging and mutual information-based feature selection
    • Mieres
    • O. Cordón and A. Quirin. Comparing two genetic overproduce-and-choose strategies for fuzzy rule-based multiclassification systems generated by bagging and mutual information-based feature selection. Technical Report #AFE 2008-05, European Centre for Soft Computing, Mieres, 2008.
    • (2008) Technical Report #AFE 2008-05, European Centre for Soft Computing
    • Cordón, O.1    Quirin, A.2
  • 14
    • 0030585190 scopus 로고    scopus 로고
    • Engineering multiversion neural-net systems
    • D. Partridge and W.B. Yates. Engineering multiversion neural-net systems. Neural Computation, 8(4):869-893, 1996.
    • (1996) Neural Computation , vol.8 , Issue.4 , pp. 869-893
    • Partridge, D.1    Yates, W.B.2
  • 18
    • 33746672590 scopus 로고    scopus 로고
    • Genetic algorithms in classifier fusion
    • B. Gabrys and D. Ruta. Genetic algorithms in classifier fusion. Applied Soft Computing, 6(4):337-347, 2006.
    • (2006) Applied Soft Computing , vol.6 , Issue.4 , pp. 337-347
    • Gabrys, B.1    Ruta, D.2
  • 22
    • 0000259511 scopus 로고    scopus 로고
    • Approximate statistical test for comparing supervised classification learning algorithms
    • T.G. Dietterich. Approximate statistical test for comparing supervised classification learning algorithms. Neural Computation, 10(7):1895-1923, 1998.
    • (1998) Neural Computation , vol.10 , Issue.7 , pp. 1895-1923
    • Dietterich, T.G.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.