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Volumn 178, Issue , 2008, Pages 117-121

Focused ensemble selection: A diversity-based method for greedy ensemble selection

Author keywords

[No Author keywords available]

Indexed keywords

% REDUCTIONS; 'CURRENT; DIVERSITY MEASURE; ENSEMBLE SELECTIONS; GREEDY SEARCH; ITS EFFICIENCIES; NOVEL METHODS; PREDICTIVE MODELS; PREDICTIVE PERFORMANCE; SELECTION METHODS;

EID: 85052001384     PISSN: 09226389     EISSN: 18798314     Source Type: Book Series    
DOI: 10.3233/978-1-58603-891-5-117     Document Type: Conference Paper
Times cited : (75)

References (20)
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    • Ensemble diversity measures and their application to thinning
    • Robert E. Banfield, Lawrence O. Hall, Kevin W. Bowyer, and W. Philip Kegelmeyer, ‘Ensemble diversity measures and their application to thinning.’, Information Fusion, 6(1), 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    Philip Kegelmeyer, W.4
  • 3
    • 0030211964 scopus 로고    scopus 로고
    • Bagging predictors
    • L. Breiman, ‘Bagging Predictors’, Machine Learning, 24(2), 123–40, (1996).
    • (1996) Machine Learning , vol.24 , Issue.2 , pp. 123-140
    • Breiman, L.1
  • 5
    • 29644438050 scopus 로고    scopus 로고
    • Statistical comparisons of classifiers over multiple data sets
    • Janez Demsar, ‘Statistical comparisons of classifiers over multiple data sets’, Journal of Machine Learning Research, 7, 1–30, (2006).
    • (2006) Journal of Machine Learning Research , vol.7 , pp. 1-30
    • Demsar, J.1
  • 8
    • 0035202645 scopus 로고    scopus 로고
    • An approach to the automatic design of multiple classifier systems
    • Giorgio Giacinto and Fabio Roli, ‘An approach to the automatic design of multiple classifier systems’, Pattern Recognition Letters, 22(1), 25–33, (2001).
    • (2001) Pattern Recognition Letters , vol.22 , Issue.1 , pp. 25-33
    • Giacinto, G.1    Roli, F.2
  • 13
    • 0025448521 scopus 로고
    • The strength of weak learnability
    • Robert E. Schapire, ‘The strength of weak learnability’, Machine Learning, 5, 197–227, (1990).
    • (1990) Machine Learning , vol.5 , pp. 197-227
    • Schapire, R.E.1
  • 15
    • 27944435917 scopus 로고    scopus 로고
    • Selective fusion of heterogeneous classifiers
    • G. Tsoumakas, L. Angelis, and I. Vlahavas, ‘Selective fusion of heterogeneous classifiers’, Intelligent Data Analysis, 9(6), 511–525, (2005).
    • (2005) Intelligent Data Analysis , vol.9 , Issue.6 , pp. 511-525
    • Tsoumakas, G.1    Angelis, L.2    Vlahavas, I.3
  • 16
    • 0001884644 scopus 로고
    • Individual comparisons by ranking methods
    • F. Wilcoxon, ‘Individual comparisons by ranking methods’, Biometrics, 1, 80–83, (1945).
    • (1945) Biometrics , vol.1 , pp. 80-83
    • Wilcoxon, F.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.