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Volumn 6218 LNCS, Issue , 2010, Pages 650-659

A linear combination of classifiers via rank margin maximization

Author keywords

Combination of Classifiers; Margin; Ranking

Indexed keywords

BASIC SYSTEMS; COMBINATION OF CLASSIFIERS; KEY PARAMETERS; LINEAR COMBINATIONS; MARGIN; MINIMUM RANK; RANKING; RANKING SYSTEM; REAL APPLICATIONS;

EID: 77958466878     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/978-3-642-14980-1_64     Document Type: Conference Paper
Times cited : (1)

References (16)
  • 2
    • 0030211964 scopus 로고    scopus 로고
    • Bagging predictors
    • Breiman, L.: Bagging predictors. Machine Learning 26(2), 123-140 (1996)
    • (1996) Machine Learning , vol.26 , Issue.2 , pp. 123-140
    • Breiman, L.1
  • 5
    • 29644438050 scopus 로고    scopus 로고
    • Statistical comparisons of classifiers over multiple data sets
    • Demšar, J.: Statistical comparisons of classifiers over multiple data sets. Journal of Machine Learning Research (7), 1-30 (2006) (Pubitemid 43022939)
    • (2006) Journal of Machine Learning Research , vol.7 , pp. 1-30
    • Demsar, J.1
  • 7
    • 0031211090 scopus 로고    scopus 로고
    • A decision-theoretic generalization of online learning and an application to boosting
    • Freund, Y., Schapire, R. E.: A decision-theoretic generalization of online learning and an application to boosting. Journal of Computer and System Sciences 55(1), 119 (1997)
    • (1997) Journal of Computer and System Sciences , vol.55 , Issue.1 , pp. 119
    • Freund, Y.1    Schapire, R.E.2
  • 8
    • 21244501361 scopus 로고    scopus 로고
    • A theoretical and experimental analysis of linear combiners for multiple classifier systems
    • Fumera, G., Roli, F.: A theoretical and experimental analysis of linear combiners for multiple classifier systems. IEEE Transactions on Pattern Analysis and Machine Intelligence 27(6), 942 (2005)
    • (2005) IEEE Transactions on Pattern Analysis and Machine Intelligence , vol.27 , Issue.6 , pp. 942
    • Fumera, G.1    Roli, F.2
  • 9
    • 0002294347 scopus 로고
    • A simple sequentially rejective multiple test procedure
    • Holm, S.: A simple sequentially rejective multiple test procedure. Scandinavian Journal of Statistics 6, 65-70 (1979)
    • (1979) Scandinavian Journal of Statistics , vol.6 , pp. 65-70
    • Holm, S.1
  • 11
    • 26444516836 scopus 로고    scopus 로고
    • Combining pattern classifiers
    • John Wiley & Sons, Chichester
    • Kuncheva, L. I.: Combining Pattern Classifiers. Methods and Algorithms. John Wiley & Sons, Chichester (2004)
    • (2004) Methods and Algorithms
    • Kuncheva, L.I.1
  • 13
    • 0002595663 scopus 로고    scopus 로고
    • Boosting the margin: A new explanation for the effectiveness of voting methods
    • Schapire, R. E., Freund, Y., Barlett, P., Lee, W. S.: Boosting the margin: A new explanation for the effectiveness of voting methods. In: ICML, pp. 322-330 (1997)
    • (1997) ICML , pp. 322-330
    • Schapire, R.E.1    Freund, Y.2    Barlett, P.3    Lee, W.S.4
  • 16
    • 85134970872 scopus 로고    scopus 로고
    • Modest adaboost - Teaching adaboost to generalize better
    • Vezhnevets, A., Vezhnevets, V.: Modest adaboost - teaching adaboost to generalize better. In: Graphicon 2005 (2005)
    • (2005) Graphicon 2005
    • Vezhnevets, A.1    Vezhnevets, V.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.