메뉴 건너뛰기




Volumn , Issue , 2011, Pages 569-576

Multiclass boosting with hinge loss based on output coding

Author keywords

[No Author keywords available]

Indexed keywords

BINARY CLASSIFIERS; BOOSTING ALGORITHM; FUNDAMENTAL PROBLEM; LOSS FUNCTIONS; MATRIX; MULTI-CLASS; MULTI-CLASS CLASSIFICATION; MULTICLASS CLASSIFICATION METHODS; MULTICLASS SVM; ONE VS ONES; REAL-WORLD DATASETS;

EID: 80053456237     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper
Times cited : (17)

References (18)
  • 1
    • 24044435942 scopus 로고    scopus 로고
    • Reducing multiclass to binary: A unifying approach for margin classifiers
    • Allwein, E. L., Schapire, R. E., and Singer, Y. Reducing multiclass to binary: a unifying approach for margin classifiers. J. Mach. Learn. Res., 1:113-141, 2001. (Pubitemid 33738778)
    • (2001) Journal of Machine Learning Research , vol.1 , Issue.2 , pp. 113-141
    • Allwein, E.L.1    Schapire, R.E.2    Singer, Y.3
  • 4
    • 0010442827 scopus 로고    scopus 로고
    • On the algorithmic implementation of multiclass kernel-based vector machines
    • Crammer, K. and Singer, Y. On the algorithmic implementation of multiclass kernel-based vector machines. J. Mach. Learn. Res., 2:265-292, 2002.
    • (2002) J. Mach. Learn. Res. , vol.2 , pp. 265-292
    • Crammer, K.1    Singer, Y.2
  • 6
    • 0000406788 scopus 로고
    • Solving multiclass learning problems via error-correcting output codes
    • Dietterich, T. G. and Bakiri, G. Solving multiclass learning problems via error-correcting output codes. J. of A. I. Res., 2:263-286, 1995.
    • (1995) J. of A. I. Res. , vol.2 , pp. 263-286
    • Dietterich, T.G.1    Bakiri, G.2
  • 10
    • 33845572523 scopus 로고    scopus 로고
    • Beyond bags of features: Spatial pyramid matching for recognizing natural scene categories
    • Lazebnik, S., Schmid, C., and Ponce, J. Beyond bags of features: Spatial pyramid matching for recognizing natural scene categories. In CVPR06, 2006.
    • (2006) CVPR06
    • Lazebnik, S.1    Schmid, C.2    Ponce, J.3
  • 12
    • 33749267748 scopus 로고    scopus 로고
    • Novel distance-based SVM kernels for infinite ensemble learning
    • Lin, H.T. and Li, L. Novel distance-based SVM kernels for infinite ensemble learning. In ICNIP, 2005.
    • (2005) ICNIP
    • Lin, H.T.1    Li, L.2
  • 14
    • 0035328421 scopus 로고    scopus 로고
    • Modeling the shape of the scene: A holistic representation of the spatial envelope
    • DOI 10.1023/A:1011139631724
    • Oliva, A. and Torralba, A. Modeling the shape of the scene: A holistic representation of the spatial envelope. Int. J. Comput. Vision, 42:145-175, 2001. (Pubitemid 32680801)
    • (2001) International Journal of Computer Vision , vol.42 , Issue.3 , pp. 145-175
    • Oliva, A.1    Torralba, A.2
  • 15
    • 0000040021 scopus 로고    scopus 로고
    • Using output codes to boost multiclass tearing problems
    • Schapire, R.E. Using output codes to boost multiclass tearing problems. In ICML, 1997.
    • (1997) ICML
    • Schapire, R.E.1
  • 16
    • 31844448666 scopus 로고    scopus 로고
    • Unifying the error-correcting and output-code adaboost within the margin framework
    • Sun, Y., Todorovic, S., Li, J., and Wu, D. Unifying the error-correcting and output-code adaboost within the margin framework. In In: Proc. 22rd ICML, 2005.
    • Proc. 22rd ICML, 2005
    • Sun, Y.1    Todorovic, S.2    Li, J.3    Wu, D.4
  • 18
    • 70049095487 scopus 로고    scopus 로고
    • New multicategory boosting algorithms based on multicategory fisher-consistent losses
    • Zou, H., Zhu, J., and Hastie, T. New multicategory boosting algorithms based on multicategory fisher-consistent losses. Annals of Applied Statistics, 2:1290-1306, 2008.
    • (2008) Annals of Applied Statistics , vol.2 , pp. 1290-1306
    • Zou, H.1    Zhu, J.2    Hastie, T.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.