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Volumn 1, Issue , 2006, Pages 1108-1111

Hybrid kernel machine ensemble for imbalanced data sets

Author keywords

[No Author keywords available]

Indexed keywords

BENCHMARKING; CLUSTER ANALYSIS; DATABASE SYSTEMS; PROBLEM SOLVING; SUPPORT VECTOR MACHINES;

EID: 34047198093     PISSN: 10514651     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICPR.2006.643     Document Type: Conference Paper
Times cited : (22)

References (12)
  • 1
    • 22944452794 scopus 로고    scopus 로고
    • Applying support vector machines to imbalanced datasets
    • R. Akbani, S. Kwek, and N. Japkowicz. Applying support vector machines to imbalanced datasets. In ECML, pages 39-50, 2004.
    • (2004) ECML , pp. 39-50
    • Akbani, R.1    Kwek, S.2    Japkowicz, N.3
  • 4
    • 10444289966 scopus 로고    scopus 로고
    • Assessing the predictive accuracy of diversity measures with domain-dependent asymmetric misclassification costs
    • M. Gal-Or, J. H. May, and W. E. Spangler. Assessing the predictive accuracy of diversity measures with domain-dependent asymmetric misclassification costs. Information Fusion Journal, 6(1):3748, 2005.
    • (2005) Information Fusion Journal , vol.6 , Issue.1 , pp. 3748
    • Gal-Or, M.1    May, J.H.2    Spangler, W.E.3
  • 5
    • 33845536164 scopus 로고    scopus 로고
    • The class imbalance problem: A systematic study
    • November
    • N. Japkowicz and S. Stephen. The class imbalance problem: A systematic study. Intelligent Data Analysis, 6(5):429-450, November 2002.
    • (2002) Intelligent Data Analysis , vol.6 , Issue.5 , pp. 429-450
    • Japkowicz, N.1    Stephen, S.2
  • 7
    • 0001972236 scopus 로고    scopus 로고
    • Addressing the curse of unbalanced training sets: One sided selection
    • Nashville, Tennessee, Morgan Kaufmann
    • M. Kubat and S. Matwin. Addressing the curse of unbalanced training sets: One sided selection. In ICML, pages 179-186, Nashville, Tennessee, 1997. Morgan Kaufmann.
    • (1997) ICML , pp. 179-186
    • Kubat, M.1    Matwin, S.2
  • 8
    • 0034830461 scopus 로고    scopus 로고
    • Decision templates for multiple classifier fusion: An experimental comparison
    • L. I. Kuncheva, J. Bezdek, and R. Duin. Decision templates for multiple classifier fusion: an experimental comparison. Pattern Recognition, 34(2): 299-314, 2001.
    • (2001) Pattern Recognition , vol.34 , Issue.2 , pp. 299-314
    • Kuncheva, L.I.1    Bezdek, J.2    Duin, R.3
  • 9
    • 32344438970 scopus 로고    scopus 로고
    • Extreme re-balancing for SVMs: A case study
    • B. Raskutti and A. Kowalczyk. Extreme re-balancing for SVMs: a case study. SIGKDD Explor. Newsl., 6(1):60-69, 2004.
    • (2004) SIGKDD Explor. Newsl , vol.6 , Issue.1 , pp. 60-69
    • Raskutti, B.1    Kowalczyk, A.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.