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Volumn 2, Issue , 2006, Pages 506-511

Utilizing information theoretic diversity for SVM active learning

Author keywords

[No Author keywords available]

Indexed keywords

ACTIVE LEARNING; DIVERSITY SAMPLING; INFORMATION THEORETIC DIVERSITY;

EID: 34047236313     PISSN: 10514651     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICPR.2006.1161     Document Type: Conference Paper
Times cited : (16)

References (14)
  • 1
    • 0001341901 scopus 로고
    • Active Learning with Statistical Models
    • G. Tesauro, D. Touretzky and J. Alspector, Eds. Cambridge: MIT Press
    • D. A. Cohn, Z. Ghahramani and M. I. Jordan, "Active Learning with Statistical Models", Advances in Neural Information Processing Systems, Vol. 7, G. Tesauro, D. Touretzky and J. Alspector, Eds. Cambridge: MIT Press, 1995.
    • (1995) Advances in Neural Information Processing Systems , vol.7
    • Cohn, D.A.1    Ghahramani, Z.2    Jordan, M.I.3
  • 2
    • 0442319140 scopus 로고    scopus 로고
    • Toward Optimal Active Learning through Monte Carlo Estimation of Error Reduction
    • N. Roy and A. McCallum, "Toward Optimal Active Learning through Monte Carlo Estimation of Error Reduction," in International Conference on Machine Learning, 2001.
    • (2001) International Conference on Machine Learning
    • Roy, N.1    McCallum, A.2
  • 5
    • 0003007938 scopus 로고    scopus 로고
    • Support Vector Machine Active Learning with Applications to Text Classification
    • S. Tong and D. Koller, "Support Vector Machine Active Learning with Applications to Text Classification," in International Conference on Machine Learning, 2000.
    • (2000) International Conference on Machine Learning
    • Tong, S.1    Koller, D.2
  • 6
    • 1942517333 scopus 로고    scopus 로고
    • Incorporating Diversity in Active Learning with Support Vector Machines
    • K. Brinker, "Incorporating Diversity in Active Learning with Support Vector Machines," in International Conference on Machine Learning, 2003.
    • (2003) International Conference on Machine Learning
    • Brinker, K.1
  • 7
    • 24144495321 scopus 로고    scopus 로고
    • CLUE: Cluster-based Retrieval of Images by Unsupervised Learning
    • Y. Chen, J. Z. Wang and R. Krovetz "CLUE: Cluster-based Retrieval of Images by Unsupervised Learning," IEEE Transactions on Image Processing, Vol. 14, No. 8, pp. 1187-1201, 2005.
    • (2005) IEEE Transactions on Image Processing , vol.14 , Issue.8 , pp. 1187-1201
    • Chen, Y.1    Wang, J.Z.2    Krovetz, R.3
  • 9
    • 0000531852 scopus 로고
    • Generalization as Search
    • T. M. Mitchell, "Generalization as Search," Artificial Intelligence, vol.18, pp.203226, 1982.
    • (1982) Artificial Intelligence , vol.18 , pp. 203226
    • Mitchell, T.M.1
  • 14
    • 84856043672 scopus 로고
    • A Mathematical Theory of Communication
    • and
    • C. E. Shannon, "A Mathematical Theory of Communication," Bell System Technical Journal, Vol. 27, pp. 379-423 and 623-656, 1948.
    • (1948) Bell System Technical Journal , vol.27
    • Shannon, C.E.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.