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Volumn , Issue , 2010, Pages 1108-1113

On two measures of classifier competence for dynamic ensemble selection - Experimental comparative analysis

Author keywords

[No Author keywords available]

Indexed keywords

COMPARATIVE ANALYSIS; DYNAMIC ENSEMBLE; DYNAMIC SELECTION; FEATURE SPACE; MULTICLASSIFIER SYSTEM; MULTIPLE CLASSIFIER SYSTEMS; UCI MACHINE LEARNING REPOSITORY;

EID: 78651248197     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ISCIT.2010.5665153     Document Type: Conference Paper
Times cited : (11)

References (16)
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    • Irvine, CA: University of California, Department of Information and Computer Science
    • A.Asuncion and D.Newman, UCI Machine Learning Repository [http://www.ics.uci.edu/~mlearn/ MLRepository.html], Irvine, CA: University of California, Department of Information and Computer Science, 2007
    • (2007) UCI Machine Learning Repository
    • Asuncion, A.1    Newman, D.2
  • 2
    • 33845506212 scopus 로고    scopus 로고
    • Investigating the influence of the choice of the ensemble members in accuracy and diversity of selection and fusion methods for ensembles
    • A.Canuto, M.Abreu and L.Oliveira, "Investigating the influence of the choice of the ensemble members in accuracy and diversity of selection and fusion methods for ensembles", Pattern Recognition Letters, 28, 2007, 472-486
    • (2007) Pattern Recognition Letters , vol.28 , pp. 472-486
    • Canuto, A.1    Abreu, M.2    Oliveira, L.3
  • 3
    • 24044449939 scopus 로고    scopus 로고
    • A study on the performances of dynamic classifier selection based on local accuracy estimation
    • L.Didaci, G.Giacinto, F.Roli and G.Marcialis, "A study on the performances of dynamic classifier selection based on local accuracy estimation", Pattern Recognition, 38, 2188-2191, 2005
    • (2005) Pattern Recognition , vol.38 , pp. 2188-2191
    • Didaci, L.1    Giacinto, G.2    Roli, F.3    Marcialis, G.4
  • 6
    • 45549107002 scopus 로고    scopus 로고
    • A dynamic overproduce-and-choose strategy for the selection of classifier ensembles
    • M.Eulanda, D.Santos, R.Sabourin and P.Maupin, "A dynamic overproduce-and-choose strategy for the selection of classifier ensembles", Pattern Recognition, 41, 10, 2993-3009, 2008
    • (2008) Pattern Recognition , vol.41 , Issue.10 , pp. 2993-3009
    • Eulanda, M.1    Santos, D.2    Sabourin, R.3    Maupin, P.4
  • 7
    • 84994037050 scopus 로고    scopus 로고
    • Dynamic classifier selection based on multiple classifier behaviour
    • G.Giacinto and F.Roli, "Dynamic classifier selection based on multiple classifier behaviour", Pattern Recognition, 34, 1879-1881, 2001
    • (2001) Pattern Recognition , vol.34 , pp. 1879-1881
    • Giacinto, G.1    Roli, F.2
  • 8
  • 9
    • 38349135448 scopus 로고    scopus 로고
    • From dynamic classifier selection to dynamic ensemble selection
    • A.Ko, R.Sabourin and A.Britto, "From dynamic classifier selection to dynamic ensemble selection", Pattern Recognition,41, 2008, 1718-1733
    • (2008) Pattern Recognition , vol.41 , pp. 1718-1733
    • Ko, A.1    Sabourin, R.2    Britto, A.3
  • 13
    • 0036543957 scopus 로고    scopus 로고
    • Multiple classifier systems for supervised remote sensing image classification based on dynamic classifier selection
    • P.C.Smits, "Multiple classifier systems for supervised remote sensing image classification based on dynamic classifier selection", IEEE Trans. on Geoscience and Remote Sensing, 40, 2002, 717-725
    • (2002) IEEE Trans. on Geoscience and Remote Sensing , vol.40 , pp. 717-725
    • Smits, P.C.1
  • 14
    • 76249119922 scopus 로고    scopus 로고
    • On a new measure of classifier competence applied to the design of multiclassifier systems
    • Image Analysis and Processing ICIAP 2009
    • T.Woloszynski and M.Kurzynski, "On a new measure of classifier competence applied to the design of multiclassifier systems", Image Analysis and Processing ICIAP 2009 in Lecture Notes in Computer Science, 995-1004, 2009
    • (2009) Lecture Notes in Computer Science , pp. 995-1004
    • Woloszynski, T.1    Kurzynski, M.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.