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Volumn 71, Issue 16-18, 2008, Pages 3131-3139

An improved error-correcting output coding framework with kernel-based decoding

Author keywords

Error correcting output coding; Kernel based decoding; Multi class classification

Indexed keywords

AGENTS; CLASSIFIERS; IMAGE PROCESSING; IMAGE SEGMENTATION; LEARNING SYSTEMS; NEURAL NETWORKS; PROBABILITY DENSITY FUNCTION; PROGRAMMING THEORY;

EID: 56549097055     PISSN: 09252312     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.neucom.2008.04.032     Document Type: Conference Paper
Times cited : (5)

References (18)
  • 2
    • 24044435942 scopus 로고    scopus 로고
    • Reducing multiclass to binary: A unifying approach for margin classifiers
    • E.L. Allwein, R.E. Schapire, and Y. Singer Reducing multiclass to binary: a unifying approach for margin classifiers J. Mach. Learn. Res. 1 2000 113 141
    • (2000) J. Mach. Learn. Res. , vol.1 , pp. 113-141
    • Allwein, E.L.1    Schapire, R.E.2    Singer, Y.3
  • 6
    • 0036568032 scopus 로고    scopus 로고
    • On the learnability and design of output codes for multiclass problems
    • K. Crammer, and Y. Singer On the learnability and design of output codes for multiclass problems Mach. Learn. 47 2-3 2002 201 233
    • (2002) Mach. Learn. , vol.47 , Issue.2-3 , pp. 201-233
    • Crammer, K.1    Singer, Y.2
  • 7
    • 0000406788 scopus 로고
    • Solving multiclass learning problems via error-correcting output codes
    • T.G. Dietterich, and G. Bakiri Solving multiclass learning problems via error-correcting output codes J. Artif. Intell. Res. 2 1995 263 286
    • (1995) J. Artif. Intell. Res. , vol.2 , pp. 263-286
    • Dietterich, T.G.1    Bakiri, G.2
  • 9
    • 0000161218 scopus 로고    scopus 로고
    • Classification by pairwise coupling
    • M.I. Jordan M.J. Kearns S.A. Solla The MIT Press Cambridge, MA
    • T. Hastie, and R. Tibshirani Classification by pairwise coupling M.I. Jordan M.J. Kearns S.A. Solla NIPS 1997 The MIT Press Cambridge, MA
    • (1997) NIPS
    • Hastie, T.1    Tibshirani, R.2
  • 11
    • 0036505670 scopus 로고    scopus 로고
    • A comparison of methods for multiclass support vector machines
    • C.-W. Hsu, and C.-J. Lin A comparison of methods for multiclass support vector machines IEEE-EC 13 2002 415 425
    • (2002) IEEE-EC , vol.13 , pp. 415-425
    • Hsu, C.-W.1    Lin, C.-J.2
  • 12
    • 0242456822 scopus 로고    scopus 로고
    • Optimizing search engines using clickthrough data
    • T. Joachims Optimizing search engines using clickthrough data Proceedings of the KDD'02 2002
    • (2002) Proceedings of the KDD'02
    • Joachims, T.1
  • 13
    • 84943227667 scopus 로고    scopus 로고
    • Progress in learning 3 vs. 2 keepaway
    • D. Polani B. Browning A. Bonarini K. Yoshida Springer Berlin
    • G. Kuhlmann, and P. Stone Progress in learning 3 vs. 2 keepaway D. Polani B. Browning A. Bonarini K. Yoshida RoboCup, Lecture Notes in Computer Science vol. 3020 2003 Springer Berlin 694 702
    • (2003) RoboCup, Lecture Notes in Computer Science , vol.3020 , pp. 694-702
    • Kuhlmann, G.1    Stone, P.2
  • 15
    • 1242263799 scopus 로고    scopus 로고
    • New results on error correcting output codes of kernel machines
    • A. Passerini, M. Pontil, and P. Frasconi New results on error correcting output codes of kernel machines IEEE-NN 15 2004 45 54
    • (2004) IEEE-NN , vol.15 , pp. 45-54
    • Passerini, A.1    Pontil, M.2    Frasconi, P.3
  • 17
    • 0000646059 scopus 로고
    • Learning internal representations by error propagation
    • D.E. Rumelhart, J.L. McClelland (Eds.), the PDP research group. Foundations, MIT Press, Cambridge, MA
    • D.E. Rumelhart, G.E. Hinton, R.J. Williams, Learning internal representations by error propagation, in: D.E. Rumelhart, J.L. McClelland (Eds.), the PDP research group. Parallel distributed processing: Explorations in the microstructure of cognition, vol. 1: Foundations, MIT Press, Cambridge, MA, 1986.
    • (1986) Parallel Distributed Processing: Explorations in the Microstructure of Cognition , vol.1
    • Rumelhart, D.E.1    Hinton, G.E.2    Williams, R.J.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.