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Volumn , Issue , 2006, Pages 12-17

Applying weights in the functioning of the dynamic classifier selection method

Author keywords

[No Author keywords available]

Indexed keywords

DATA REDUCTION; DATA STRUCTURES; DECISION MAKING;

EID: 34848842774     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/SBRN.2006.11     Document Type: Conference Paper
Times cited : (4)

References (19)
  • 1
    • 10444241978 scopus 로고    scopus 로고
    • Ensemble diversity measures and their application to thinning
    • R E. Banfield, L O. Hall, K W. Bowyer and W. P Kegelmeyer. Ensemble diversity measures and their application to thinning. Information Fusion, Special issue on Diversity in Multiple Classifier System. 6 (1), pp. 49-62, 2005.
    • (2005) Information Fusion , vol.6 , Issue.1 , pp. 49-62
    • Banfield, R.E.1    Hall, L.O.2    Bowyer, K.W.3    Kegelmeyer, W.P.4
  • 2
    • 0003408496 scopus 로고    scopus 로고
    • Irvine, CA: University of California, Department of Information and Computer Science
    • Blake, C.L. and Merz, C.J.: UCI Repository of machine learning databases [http://www.ics.uci.edu/~mlearn/MLRepository.html]. Irvine, CA: University of California, Department of Information and Computer Science. (1998)
    • (1998) UCI Repository of machine learning databases
    • Blake, C.L.1    Merz, C.J.2
  • 5
    • 0034345074 scopus 로고    scopus 로고
    • The Use of Confidence Measures to Enhance Combination Strategies in Multi-Network Neuro-Fuzzy Systems
    • Canuto, A., Howells, G. And Fairhurst, M. The Use of Confidence Measures to Enhance Combination Strategies in Multi-Network Neuro-Fuzzy Systems. Connection Science, 12(3/4), pp.315-331, 2000.
    • (2000) Connection Science , vol.12 , Issue.3-4 , pp. 315-331
    • Canuto, A.1    Howells, G.2    And Fairhurst, M.3
  • 6
    • 34848813342 scopus 로고    scopus 로고
    • AMP Canuto, M C Abreu, L M Oliveira, J C Xavier Junior and A M Santos. Investigating the Importance of the Ensemble Members in the Performance of Selection-based and Fusion-based Combination Methods, submitted to Pattern Recognition Letters in December, 2005.
    • AMP Canuto, M C Abreu, L M Oliveira, J C Xavier Junior and A M Santos. "Investigating the Importance of the Ensemble Members in the Performance of Selection-based and Fusion-based Combination Methods", submitted to Pattern Recognition Letters in December, 2005.
  • 8
    • 0035420134 scopus 로고    scopus 로고
    • Design of effective neural network ensembles for image classification
    • G. Giacinto and F. Roli, "Design of effective neural network ensembles for image classification", Image and Vision Computing Journal, 19(9-10), pp. 697-705, 2001.
    • (2001) Image and Vision Computing Journal , vol.19 , Issue.9-10 , pp. 697-705
    • Giacinto, G.1    Roli, F.2
  • 9
    • 84994037050 scopus 로고    scopus 로고
    • Dynamic Classifier Selection based on Multiple Classifier Behaviour
    • Giacinto, G. and Roli, F. "Dynamic Classifier Selection based on Multiple Classifier Behaviour". Pattern Recognition, vol. 34, 1879-1881, 2001
    • (2001) Pattern Recognition , vol.34 , pp. 1879-1881
    • Giacinto, G.1    Roli, F.2
  • 10
    • 0036532571 scopus 로고    scopus 로고
    • Kuncheva, L. Switching Between Selection and Fusion in Combining Classifiers: An Experiment. IEEE Trans on Systems, Man and Cybernetics - Part B 32, N.2, 146-155, 2002.
    • Kuncheva, L. Switching Between Selection and Fusion in Combining Classifiers: An Experiment. IEEE Trans on Systems, Man and Cybernetics - Part B Vol. 32, N.2, 146-155, 2002.
  • 12
    • 0036896235 scopus 로고    scopus 로고
    • An experimental study on diversity for bagging and boosting with linear classifier
    • Kuncheva, L. I., Skurichina, M., and Duin., R. An experimental study on diversity for bagging and boosting with linear classifier. Information Fusion 3, 2 (2002), 245-258.
    • (2002) Information Fusion , vol.3 , Issue.2 , pp. 245-258
    • Kuncheva, L.I.1    Skurichina, M.2    Duin, R.3
  • 13
    • 0037403516 scopus 로고    scopus 로고
    • Measures of diversity in classifier ensembles
    • Kuncheva L, Whitaker, C. Measures of diversity in classifier ensembles, Mach Learning, 51, 181-207, 2003.
    • (2003) Mach Learning , vol.51 , pp. 181-207
    • Kuncheva, L.1    Whitaker, C.2
  • 18
    • 0036609602 scopus 로고    scopus 로고
    • Relationships between combination methods and measures of diversity in combining classifiers
    • Shipp C.A. and Kuncheva L.I.. Relationships between combination methods and measures of diversity in combining classifiers, Inf Fusion, 3 (2), 2002, 135-148
    • (2002) Inf Fusion , vol.3 , Issue.2 , pp. 135-148
    • Shipp, C.A.1    Kuncheva, L.I.2
  • 19
    • 0031121318 scopus 로고    scopus 로고
    • Woods, K. Kegelmeyer, W and Bowyer, K. Combination of Multiple Classifiers using Local Accuracy estimates, IEEE Trans on Patt Analysis and Mach Intelligence, 19(4), 405-410, 1997
    • Woods, K. Kegelmeyer, W and Bowyer, K. Combination of Multiple Classifiers using Local Accuracy estimates, IEEE Trans on Patt Analysis and Mach Intelligence, 19(4), 405-410, 1997


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.