메뉴 건너뛰기




Volumn 2, Issue , 2008, Pages 117-122

Loss-weighted decoding for error-correcting output coding

Author keywords

Classification; Ensemble methods and boosting; Learning; Machine vision applications

Indexed keywords

APPLICATIONS; COMMUNICATION CHANNELS (INFORMATION THEORY); COMPUTER VISION; DECODING; IMAGE CODING; IMAGE PROCESSING; LEARNING SYSTEMS; MACHINE DESIGN; PROGRAMMING THEORY;

EID: 43249103075     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper
Times cited : (14)

References (16)
  • 1
    • 24044435942 scopus 로고    scopus 로고
    • Reducing multiclass to binary: A unifying approach for margin classifiers
    • Allwein, E., Schapire, R., and Singer, Y. (2002). Reducing multiclass to binary: A unifying approach for margin classifiers. In JMLR, volume 1, pages 113-141.
    • (2002) JMLR , vol.1 , pp. 113-141
    • Allwein, E.1    Schapire, R.2    Singer, Y.3
  • 3
    • 85156231916 scopus 로고    scopus 로고
    • Multiclass learning by probabilistic embeddings
    • Dekel, O. and Singer, Y. (2002). Multiclass learning by probabilistic embeddings. In NIPS, volume 15.
    • (2002) NIPS , vol.15
    • Dekel, O.1    Singer, Y.2
  • 4
    • 0000406788 scopus 로고
    • Solving multiclass learning problems via error-correcting output codes
    • Dietterich, T. and Bakiri, G. (1995). Solving multiclass learning problems via error-correcting output codes. In JAIR, volume 2, pages 263-286.
    • (1995) JAIR , vol.2 , pp. 263-286
    • Dietterich, T.1    Bakiri, G.2
  • 5
    • 84992322729 scopus 로고
    • Error-correcting outpu codes corrects bias and variance
    • Dietterich, T. and Kong, E. (1995). Error-correcting outpu codes corrects bias and variance. In ICML, pages 313-321.
    • (1995) ICML , pp. 313-321
    • Dietterich, T.1    Kong, E.2
  • 6
    • 34147151120 scopus 로고    scopus 로고
    • Ecoc-one: A novel coding and decoding strategy
    • Escalera, S., Pujol, O., and Radeva, P. (2006). Ecoc-one: A novel coding and decoding strategy. In ICPR.
    • (2006) ICPR
    • Escalera, S.1    Pujol, O.2    Radeva, P.3
  • 7
    • 0003660631 scopus 로고    scopus 로고
    • Additive logistic regression: A statistical view of boosting
    • Technical Report
    • Friedman, J., Hastie, T., and Tibshirani, R. (1998). Additive logistic regression: a statistical view of boosting. In Technical Report.
    • (1998)
    • Friedman, J.1    Hastie, T.2    Tibshirani, R.3
  • 8
    • 57549095120 scopus 로고    scopus 로고
    • http://www.icc.es.
  • 9
    • 57549110552 scopus 로고    scopus 로고
    • http://www.ics.uci.edu/ mlearn/MLRepository.html.
  • 10
    • 33845977716 scopus 로고    scopus 로고
    • Combining classification improvements by ensemble processing
    • ACIS
    • Ishii, N., Tsuchiya, E., Bao, Y, and Yamaguchi, N. (2005). Combining classification improvements by ensemble processing, In lnt.proc. inconf. ACIS,pages 240-246.
    • (2005) lnt.proc. inconf , pp. 240-246
    • Ishii, N.1    Tsuchiya, E.2    Bao, Y.3    Yamaguchi, N.4
  • 11
    • 33845214386 scopus 로고    scopus 로고
    • In-vivo ivus tissue classification: A comparison between rf signal analysis and reconstructed images
    • Springer Berlin, Heidelberg
    • Karla, C, Joel, B., Oriol, P., Salvatella, N., and Radeva, P. (2006). In-vivo ivus tissue classification: a comparison between rf signal analysis and reconstructed images. In Progress in Pattern Recognition, pages 137-146. Springer Berlin / Heidelberg.
    • (2006) Progress in Pattern Recognition , pp. 137-146
    • Karla, C.1    Joel, B.2    Oriol, P.3    Salvatella, N.4    Radeva, P.5
  • 12
    • 57549086171 scopus 로고    scopus 로고
    • OSU-SVM-TOOLBOX
    • OSU-SVM-TOOLBOX. http://svm.sourceforge.net.
  • 13
    • 1242263799 scopus 로고    scopus 로고
    • New results on Error Correcting Output Codes of kernel machines
    • Passerini, A., Pontil, M., and Frasconi, P. (2004). New results on Error Correcting Output Codes of kernel machines. In IEEE Trans. Neural Networks, volume 15, pages 45-54.
    • (2004) IEEE Trans. Neural Networks , vol.15 , pp. 45-54
    • Passerini, A.1    Pontil, M.2    Frasconi, P.3
  • 14
    • 33645963453 scopus 로고    scopus 로고
    • Discriminant ECOC: A heuristic method for application dependent design of error correcting output codes
    • Pujol, O., Radeva, P., and Vitrià, J. (2006). Discriminant ECOC: a heuristic method for application dependent design of error correcting output codes. In IEEE Trans. of PA MI, volume 28, pages 1007-1012.
    • (2006) IEEE Trans. of PA MI , vol.28 , pp. 1007-1012
    • Pujol, O.1    Radeva, P.2    Vitrià, J.3
  • 15
    • 0037368938 scopus 로고    scopus 로고
    • Coding and decoding for multiclass learning problems
    • Windeatt, T. and Ghaderi, R. (2003). Coding and decoding for multiclass learning problems. In Information Fusion, volume 1, pages 11-21.
    • (2003) Information Fusion , vol.1 , pp. 11-21
    • Windeatt, T.1    Ghaderi, R.2
  • 16
    • 33947414044 scopus 로고    scopus 로고
    • Unconstrained numeral pair recognition using enhanced error correcting output coding: A holistic approach
    • Zhou, J. and Suen, C. (2005). Unconstrained numeral pair recognition using enhanced error correcting output coding: a holistic approach. In ICDAR, volume 1, pages 484-488.
    • (2005) ICDAR , vol.1 , pp. 484-488
    • Zhou, J.1    Suen, C.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.