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Volumn , Issue , 2011, Pages 369-374

Support Vector Machine classification of uncertain and imbalanced data using Robust Optimization

Author keywords

Imbalance; Noise; Robust Classification; Support Vector Machines; Uncertainty

Indexed keywords

IMBALANCE; NOISE; ROBUST CLASSIFICATION; SUPPORT VECTOR; UNCERTAINTY;

EID: 82955190470     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper
Times cited : (20)

References (10)
  • 3
    • 1442275185 scopus 로고    scopus 로고
    • Learning when training data are costly: The effect of class distribution on tree induction
    • G.M. Weiss and F. Provost, Learning when training data are costly: the effect of class distribution on tree induction, Journal of Artificial Intelligence Research, Vol. 19, No. 1, 2003, pp. 315-354.
    • (2003) Journal of Artificial Intelligence Research , vol.19 , Issue.1 , pp. 315-354
    • Weiss, G.M.1    Provost, F.2
  • 6
    • 33744967706 scopus 로고    scopus 로고
    • Robust classification and regression using support vector machines
    • T.B. Trafalis and R.C. Gilbert, Robust classification and regression using support vector machines, European Journal of Operational Research, Vol. 173, No. 3, 2006, pp. 893-909.
    • (2006) European Journal of Operational Research , vol.173 , Issue.3 , pp. 893-909
    • Trafalis, T.B.1    Gilbert, R.C.2
  • 7
    • 33845326781 scopus 로고    scopus 로고
    • Robust support vector machines for classification and computational issues
    • T.B. Trafalis and R.C. Gilbert, Robust Support Vector Machines for Classification and Computational Issues, Optimization Methods and Software, Vol. 22, No. 1, 2007, pp. 187-198.
    • (2007) Optimization Methods and Software , vol.22 , Issue.1 , pp. 187-198
    • Trafalis, T.B.1    Gilbert, R.C.2
  • 8
    • 33847156385 scopus 로고    scopus 로고
    • Support vector regression with noisy data: A second order cone programming approach
    • T.B. Trafalis and S.A. Alwazzi, Support vector regression with noisy data: A second order cone programming approach, International Journal of General Systems, Vol. 36, No. 2, 2007, pp. 237-250.
    • (2007) International Journal of General Systems , vol.36 , Issue.2 , pp. 237-250
    • Trafalis, T.B.1    Alwazzi, S.A.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.