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Volumn 45, Issue 2, 2005, Pages 171-186

Combining active and semi-supervised learning for spoken language understanding

Author keywords

Active learning; Call classification; Semi supervised learning; Spoken language understanding

Indexed keywords

ALGORITHMS; FORMAL LANGUAGES; LEARNING SYSTEMS; SPEECH ANALYSIS; SPEECH INTELLIGIBILITY; SPEECH PROCESSING;

EID: 13544261390     PISSN: 01676393     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.specom.2004.08.002     Document Type: Article
Times cited : (242)

References (36)
  • 2
    • 0000710299 scopus 로고
    • Queries and concept learning
    • D. Angluin Queries and concept learning Machine Learning 2 1988 319 342
    • (1988) Machine Learning , vol.2 , pp. 319-342
    • Angluin, D.1
  • 3
    • 0242445747 scopus 로고    scopus 로고
    • Committee-based sample selection for probabilistic classifiers
    • S. Argamon-Engelson, and I. Dagan Committee-based sample selection for probabilistic classifiers J. Artif. Intell. Res. 11 1999 335 360
    • (1999) J. Artif. Intell. Res. , vol.11 , pp. 335-360
    • Argamon-Engelson, S.1    Dagan, I.2
  • 5
    • 0028424239 scopus 로고
    • Improving generalization with active learning
    • D. Cohn, L. Atlas, and R. Ladner Improving generalization with active learning Machine Learning 15 1994 201 221
    • (1994) Machine Learning , vol.15 , pp. 201-221
    • Cohn, D.1    Atlas, L.2    Ladner, R.3
  • 6
    • 0036643072 scopus 로고    scopus 로고
    • Logistic regression, AdaBoost and Bregman distances
    • M. Collins, R.E. Schapire, and Y. Singer Logistic regression, AdaBoost and Bregman distances Machine Learning 48 1/2/3 2002
    • (2002) Machine Learning , vol.48 , Issue.123
    • Collins, M.1    Schapire, R.E.2    Singer, Y.3
  • 7
    • 0031211090 scopus 로고    scopus 로고
    • A decision-theoretic generalization of on-line learning and an application to boosting
    • Y. Freund, and R. Schapire A decision-theoretic generalization of on-line learning and an application to boosting J. Comput. System Sci. 55 1 1997 119 139
    • (1997) J. Comput. System Sci. , vol.55 , Issue.1 , pp. 119-139
    • Freund, Y.1    Schapire, R.2
  • 8
    • 0031209604 scopus 로고    scopus 로고
    • Selective sampling using the query by committee algorithm
    • Y. Freund, H.S. Seung, E. Shamir, and N. Tishby Selective sampling using the query by committee algorithm Machine Learning 28 1997 133 168
    • (1997) Machine Learning , vol.28 , pp. 133-168
    • Freund, Y.1    Seung, H.S.2    Shamir, E.3    Tishby, N.4
  • 9
    • 0034164230 scopus 로고    scopus 로고
    • Additive logistic regression: A statistical view of boosting
    • J. Friedman, T. Hastie, and R. Tibshirani Additive logistic regression: A statistical view of boosting Ann. Statist. 38 2 2000 337 374
    • (2000) Ann. Statist. , vol.38 , Issue.2 , pp. 337-374
    • Friedman, J.1    Hastie, T.2    Tibshirani, R.3
  • 10
    • 14344263553 scopus 로고    scopus 로고
    • Combining labeled and unlabeled data for multiclass text categorization
    • July Sydney, Australia
    • Ghani, R., July 2002. Combining labeled and unlabeled data for multiclass text categorization. In: Proc. Internat. Conf. on Machine Learning (ICML), Sydney, Australia
    • (2002) Proc. Internat. Conf. on Machine Learning (ICML)
    • Ghani, R.1
  • 22
    • 0033886806 scopus 로고    scopus 로고
    • Text classification from labeled and unlabeled documents using EM
    • K. Nigam, A. McCallum, S. Thrun, and T. Mitchell Text classification from labeled and unlabeled documents using EM Machine Learning 39 2/3 2000 103 134
    • (2000) Machine Learning , vol.39 , Issue.23 , pp. 103-134
    • Nigam, K.1    McCallum, A.2    Thrun, S.3    Mitchell, T.4
  • 24
    • 10044241417 scopus 로고    scopus 로고
    • An empirical study of active learning with support vector machines for Japanese word segmentation
    • July Philadelphia, PA
    • Sassano, M., July 2002. An empirical study of active learning with support vector machines for Japanese word segmentation. In: Proc. Annual Meeting of the Association for Computational Linguistics (ACL), Philadelphia, PA
    • (2002) Proc. Annual Meeting of the Association for Computational Linguistics (ACL)
    • Sassano, M.1
  • 27
    • 0033905095 scopus 로고    scopus 로고
    • Boostexter: A boosting-based system for text categorization
    • R.E. Schapire, and Y. Singer Boostexter: a boosting-based system for text categorization Machine Learning 39 2/3 2000 135 168
    • (2000) Machine Learning , vol.39 , Issue.23 , pp. 135-168
    • Schapire, R.E.1    Singer, Y.2
  • 28
    • 0033281701 scopus 로고    scopus 로고
    • Improved boosting algorithms using confidence-rated predictions
    • R.E. Schapire, and Y. Singer Improved boosting algorithms using confidence-rated predictions Machine Learning 37 3 1999 297 336
    • (1999) Machine Learning , vol.37 , Issue.3 , pp. 297-336
    • Schapire, R.E.1    Singer, Y.2
  • 33
    • 0042868698 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 J. Machine Learning Res. 2 2001 45 66
    • (2001) J. Machine Learning Res. , vol.2 , pp. 45-66
    • Tong, S.1    Koller, D.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.