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Volumn 6495 LNCS, Issue PART 4, 2011, Pages 269-280

Totally-corrective multi-class boosting

Author keywords

[No Author keywords available]

Indexed keywords

BOOSTING ALGORITHM; CONVEX OPTIMIZATION PROBLEMS; DATA SETS; DIGIT CLASSIFICATION; GENERALIZATION CAPABILITY; LAGRANGE DUAL; MULTI-CLASS;

EID: 79952532175     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/978-3-642-19282-1_22     Document Type: Conference Paper
Times cited : (3)

References (15)
  • 1
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    • A Decision-Theoretic Generalization of On-Line Learning and an Application to Boosting
    • Freund, Y., Schapire, R.: A Decision-Theoretic Generalization of On-Line Learning and an Application to Boosting. J. Comp. Syst. Sci. 55, 119-139 (1997) (Pubitemid 127433398)
    • (1997) Journal of Computer and System Sciences , vol.55 , Issue.1 , pp. 119-139
    • Freund, Y.1    Schapire, R.E.2
  • 2
    • 2142812371 scopus 로고    scopus 로고
    • Robust real-time face detection
    • Viola, P., Jones, M.J.: Robust real-time face detection. Int. J. Comp. Vis. 57, 137-154 (2004)
    • (2004) Int. J. Comp. Vis. , vol.57 , pp. 137-154
    • Viola, P.1    Jones, M.J.2
  • 3
    • 1042300809 scopus 로고    scopus 로고
    • Boosting image retrieval
    • Tieu, K., Viola, P.: Boosting image retrieval. Int. J. Comp. Vis. 56, 17-36 (2004)
    • (2004) Int. J. Comp. Vis. , vol.56 , pp. 17-36
    • Tieu, K.1    Viola, P.2
  • 4
    • 0033281701 scopus 로고    scopus 로고
    • Improved boosting algorithms using confidence-rated predictions
    • DOI 10.1023/A:1007614523901
    • Schapire, R., Singer, Y.: Improved boosting algorithms using confidence-rated predictions. Mach. Learn. 37, 297-336 (1999) (Pubitemid 32210620)
    • (1999) Machine Learning , vol.37 , Issue.3 , pp. 297-336
    • Schapire, R.E.1    Singer, Y.2
  • 5
    • 0000040021 scopus 로고    scopus 로고
    • Using output codes to boost multiclass learning problems
    • Schapire, R.: Using output codes to boost multiclass learning problems. Mach. Learn, 313-321 (1997)
    • (1997) Mach. Learn , pp. 313-321
    • Schapire, R.1
  • 9
    • 0034164230 scopus 로고    scopus 로고
    • Additive logistic regression: A statistical view of boosting
    • Hastie, J., Tibshirani, R.: Additive logistic regression: A statistical view of boosting. Ann. Statist. 28, 337-374 (2000)
    • (2000) Ann. Statist. , vol.28 , pp. 337-374
    • Hastie, J.1    Tibshirani, R.2
  • 10
    • 0036161257 scopus 로고    scopus 로고
    • Linear programming boosting via column generation
    • DOI 10.1023/A:1012470815092
    • Demiriz, A., Bennett, K., Shawe-Taylor, J.: Linear programming boosting via column generation. Mach. Learn. 46, 225-254 (2002) (Pubitemid 34129970)
    • (2002) Machine Learning , vol.46 , Issue.1-3 , pp. 225-254
    • Demiriz, A.1    Bennett, K.P.2    Shawe-Taylor, J.3
  • 11
    • 0000406788 scopus 로고
    • Solving multiclass learning problems via error- correcting output codes
    • Dietterich, T., Bakiri, G.: Solving Multiclass Learning Problems via Error- Correcting Output Codes. J. Artif. Intell. Res. 2, 263-286 (1995)
    • (1995) J. Artif. Intell. Res. , vol.2 , pp. 263-286
    • Dietterich, T.1    Bakiri, G.2
  • 12
    • 33846109957 scopus 로고    scopus 로고
    • Unifying multi-class AdaBoost algorithms with binary base learners under the margin framework
    • DOI 10.1016/j.patrec.2006.11.001, PII S0167865506002674
    • Sun, Y., Todorovic, S., Li, J.: Unifying multi-class adaboost algorithms with binary base learners under the margin framework. Pattern Recogn. Lett. 28, 631-643 (2007) (Pubitemid 46073221)
    • (2007) Pattern Recognition Letters , vol.28 , Issue.5 , pp. 631-643
    • Sun, Y.1    Todorovic, S.2    Li, J.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.