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Volumn 2533, Issue , 2002, Pages 365-379

Constraint classification: A new approach to multiclass classification

Author keywords

[No Author keywords available]

Indexed keywords

ALGORITHMS; CLASSIFICATION (OF INFORMATION); SUPPORT VECTOR MACHINES;

EID: 84869128840     PISSN: 03029743     EISSN: 16113349     Source Type: Journal    
DOI: 10.1007/3-540-36169-3_29     Document Type: Article
Times cited : (79)

References (22)
  • 2
    • 0028461417 scopus 로고
    • Automated learning of decision rules for text categorization
    • Chidanand Apte, Fred Damerau, and Sholom M. Weiss. Automated learning of decision rules for text categorization. Information Systems, 12(3):233-251, 1994.
    • (1994) Information Systems , vol.12 , Issue.3 , pp. 233-251
    • Apte, C.1    Damerau, F.2    Weiss, S.M.3
  • 3
    • 0001868131 scopus 로고    scopus 로고
    • Reducing multiclass to binary: A unifying approach for margin classifiers
    • Morgan Kaufmann, San Francisco, CA
    • E. Allwein, R.E. Schapire, and Y. Singer. Reducing multiclass to binary: A unifying approach for margin classifiers. In Proc. 17th International Conf. on Machine Learning, pages 9-16. Morgan Kaufmann, San Francisco, CA, 2000.
    • (2000) Proc 17Th International Conf on Machine Learning , pp. 9-16
    • Allwein, E.1    Schapire, R.E.2    Singer, Y.3
  • 4
  • 5
    • 0028576341 scopus 로고
    • Some advances in transformation-based part of speech tagging
    • E. Brill. Some advances in transformation-based part of speech tagging. In AAAI, Vol. 1, pages 722-727, 1994.
    • (1994) AAAI , vol.1 , pp. 722-727
    • Brill, E.1
  • 7
    • 0010099436 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. In Computational Learing Theory, pages 35-46, 2000.
    • (2000) Computational Learing Theory , pp. 35-46
    • Crammer, K.1    Singer, Y.2
  • 8
    • 0010442827 scopus 로고    scopus 로고
    • On the algorithmic implementation of multiclass kernel-based vector machines
    • (December)
    • K. Crammer and Y. Singer. On the algorithmic implementation of multiclass kernel-based vector machines. J. Machine Learning Research, 2 (December):265-292, 2001.
    • (2001) J. Machine Learning Research , vol.2 , pp. 265-292
    • Crammer, K.1    Singer, Y.2
  • 9
    • 84943277694 scopus 로고    scopus 로고
    • Ultraconservative online algorithms for multiclass problems
    • K. Crammer and Y. Singer. Ultraconservative online algorithms for multiclass problems. In COLT/EuroCOLT, pages 99-115, 2001.
    • (2001) Colt/Eurocolt , pp. 99-115
    • Crammer, K.1    Singer, Y.2
  • 14
    • 84887428835 scopus 로고    scopus 로고
    • Springer Verlag, NewYork, 3rd edition
    • T. Kohonen. Sel-Organizing Maps. Springer Verlag, NewYork, 3rd edition, 2001.
    • (2001) Sel-Organizing Maps
    • Kohonen, T.1
  • 16
    • 84899021859 scopus 로고    scopus 로고
    • Unsupervised learning by convex and conic coding
    • Michael C. Mozer, Michael I. Jordan, and Thomas Petsche, editors, The MIT Press
    • D. Lee and H. Seung. Unsupervised learning by convex and conic coding. In Michael C. Mozer, Michael I. Jordan, and Thomas Petsche, editors, Advances in Neural Information Processing Systems, volume 9, page 515. The MIT Press, 1997.
    • (1997) Advances in Neural Information Processing Systems , vol.9 , pp. 515
    • Lee, D.1    Seung, H.2
  • 17
    • 0034321873 scopus 로고    scopus 로고
    • On the computational power of winner-take-all
    • W. Maass. On the computational power of winner-take-all. Neural Computation, 12(11):2519-2536, 2000.
    • (2000) Neural Computation , vol.12 , Issue.11 , pp. 2519-2536
    • Maass, W.1
  • 18
    • 0031632815 scopus 로고    scopus 로고
    • Learning to resolve natural language ambiguities: A unified approach
    • D. Roth. Learning to resolve natural language ambiguities: A unified approach. In Proc. of AAAI, pages 806-813, 1998.
    • (1998) Proc of AAAI , pp. 806-813
    • Roth, D.1
  • 20
    • 0000040021 scopus 로고    scopus 로고
    • Using output codes to boost multiclass learning problems
    • Morgan Kaufmann
    • R.E. Schapire. Using output codes to boost multiclass learning problems. In Proc. 14th Internat. Conf. on Machine Learning, pages 313-321. Morgan Kaufmann, 1997.
    • (1997) Proc 14Th Internat Conf on Machine Learning , pp. 313-321
    • Schapire, R.E.1
  • 21
    • 84942766095 scopus 로고    scopus 로고
    • Wiley, 605 Third Avenue, New York, NewY ork
    • V. Vapnik. Statistical Learning Theory. Wiley, 605 Third Avenue, New York, NewY ork, 10158-0012, 1998.
    • (1998) Statistical Learning Theory , pp. 10158-20012
    • Vapnik, V.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.