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Volumn 3120, Issue , 2004, Pages 93-108

Regret bounds for hierarchical classification with linear-threshold functions

Author keywords

[No Author keywords available]

Indexed keywords

ALGORITHMS; DATA HANDLING; PROBABILITY; PROBABILITY DISTRIBUTIONS; PROBLEM SOLVING; SET THEORY; VECTORS; TAXONOMIES;

EID: 9444276078     PISSN: 03029743     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1007/978-3-540-27819-1_7     Document Type: Conference Paper
Times cited : (15)

References (20)
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    • (2001) Machine Learning , vol.43 , Issue.3 , pp. 211-246
    • Azoury, K.S.1    Warmuth, M.K.2
  • 2
    • 84937411913 scopus 로고    scopus 로고
    • A second-order Perceptron algorithm
    • LNAI 2375, Springer
    • N. Cesa-Bianchi, A. Conconi, and C. Gentile. A second-order Perceptron algorithm. In Proc. 15th COLT, pages 121-137. LNAI 2375, Springer, 2002.
    • (2002) Proc. 15th COLT , pp. 121-137
    • Cesa-Bianchi, N.1    Conconi, A.2    Gentile, C.3
  • 3
    • 9444239141 scopus 로고    scopus 로고
    • Learning probabilistic linear-threshold classifiers via selective sampling
    • LNAI 2777, Springer
    • N. Cesa-Bianchi, A. Conconi, and C. Gentile. Learning probabilistic linear-threshold classifiers via selective sampling. In Proc. 16th COLT, pages 373-386. LNAI 2777, Springer, 2003.
    • (2003) Proc. 16th COLT , pp. 373-386
    • Cesa-Bianchi, N.1    Conconi, A.2    Gentile, C.3
  • 8
  • 11
    • 0002346866 scopus 로고    scopus 로고
    • Hierarchically classifying documents using very few words
    • Morgan Kaufmann Publishers
    • D. Koller and M. Sahami. Hierarchically classifying documents using very few words. In Proc. 14th ICML, pages 170-178. Morgan Kaufmann Publishers, 1997.
    • (1997) Proc. 14th ICML , pp. 170-178
    • Koller, D.1    Sahami, M.2
  • 12
    • 0002332781 scopus 로고    scopus 로고
    • Improving text classification by shrinkage in a hierarchy of classes
    • Morgan Kaufmann Publishers
    • A.K. McCallum, R. Rosenfeld, T.M. Mitchell, and A.Y. Ng. Improving text classification by shrinkage in a hierarchy of classes. In Proc. 15th ICML, pages 359-367. Morgan Kaufmann Publishers, 1998.
    • (1998) Proc. 15th ICML , pp. 359-367
    • McCallum, A.K.1    Rosenfeld, R.2    Mitchell, T.M.3    Ng, A.Y.4
  • 16
    • 11144273669 scopus 로고
    • The perceptron: A probabilistic model for information storage and organization in the brain
    • F. Rosenblatt. The perceptron: A probabilistic model for information storage and organization in the brain. Psychological Review, 65, 386-408, 1958.
    • (1958) Psychological Review , vol.65 , pp. 386-408
    • Rosenblatt, F.1
  • 17
    • 0242659655 scopus 로고    scopus 로고
    • Hierarchical text categorization using neural networks
    • M.E. Ruiz and P. Srinivasan. Hierarchical text categorization using neural networks. Information Retrieval, 5(1):87-118, 2002.
    • (2002) Information Retrieval , vol.5 , Issue.1 , pp. 87-118
    • Ruiz, M.E.1    Srinivasan, P.2
  • 18
    • 84942814250 scopus 로고    scopus 로고
    • On the eigenspectrum of the Gram matrix and its relationship to the operator eigenspectrum
    • LNCS 2533, Springer
    • J. Shawe-Taylor, C. Williams, N. Cristianini, and J.S. Kandola. On the eigenspectrum of the Gram matrix and its relationship to the operator eigenspectrum. In Proc. 13th ALT, pages 23-40. LNCS 2533, Springer, 2002.
    • (2002) Proc. 13th ALT , pp. 23-40
    • Shawe-Taylor, J.1    Williams, C.2    Cristianini, N.3    Kandola, J.S.4
  • 20
    • 0035413537 scopus 로고    scopus 로고
    • Competitive on-line statistics
    • V. Vovk. Competitive on-line statistics. International Statistical Review, 69:213-248, 2001.
    • (2001) International Statistical Review , vol.69 , pp. 213-248
    • Vovk, V.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.