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Volumn , Issue , 2005, Pages 4365-4369

Weighted support vector machine for classification with uneven training class sizes

Author keywords

Classification, weighting factor; Support vector machine; Uneven training class size

Indexed keywords

SUPPORT VECTOR MACHINES (SVM); TRAINING SIZE;

EID: 28444495934     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper
Times cited : (107)

References (9)
  • 2
    • 27144489164 scopus 로고    scopus 로고
    • A tutorial on support vector machines for pattern recognition
    • Burges C J C. A tutorial on support vector machines for pattern recognition. Data Mining and Knowledge Discovery, Vol2, No2, pp.121-167, 1998.
    • (1998) Data Mining and Knowledge Discovery , vol.2 , Issue.2 , pp. 121-167
    • Burges, C.J.C.1
  • 7
    • 0036505670 scopus 로고    scopus 로고
    • A comparison of methods for multiclass support vector machines
    • Hsu C-W, Lin C-J. A comparison of methods for multiclass support vector machines. IEEE Trans on Neural Networks, Vol.13, No.2, pp.415-425, 2002.
    • (2002) IEEE Trans on Neural Networks , vol.13 , Issue.2 , pp. 415-425
    • Hsu, C.-W.1    Lin, C.-J.2
  • 8
    • 0035503160 scopus 로고    scopus 로고
    • Support vector machines and the multiple hypothesis test problem
    • Sebald D J, Buchlew J A. Support vector machines and the multiple hypothesis test problem. IEEE Trans on Signal Processing, Vol.49, No.11, pp. 2865-2872, 2001.
    • (2001) IEEE Trans on Signal Processing , vol.49 , Issue.11 , pp. 2865-2872
    • Sebald, D.J.1    Buchlew, J.A.2
  • 9
    • 0003120218 scopus 로고    scopus 로고
    • Fast training of support vector machines using sequential minimal optimization[A]
    • Schölkoph B, Burges C J C, Smola A J. MIT Press, Cambridge, M A
    • Platt J C. Fast training of support vector machines using sequential minimal optimization[A]. Schölkoph B, Burges C J C, Smola A J. Advances in kernel method-support vector learning. MIT Press, Cambridge, M A, 185-208, 1999.
    • (1999) Advances in Kernel Method-support Vector Learning , pp. 185-208
    • Platt, J.C.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.