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Volumn 5478 LNCS, Issue , 2009, Pages 102-113

Active learning strategies for multi-label text classification

Author keywords

[No Author keywords available]

Indexed keywords

ACTIVE LEARNING; BINARY CLASSIFIERS; CLASSIFICATION ,; MULTI-LABEL; MULTI-LABEL TEXT CLASSIFICATION; RANKING FUNCTIONS; TEXT CLASSIFICATION; TRAINING EXAMPLE; UNLABELED DOCUMENTS;

EID: 67650703463     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/978-3-642-00958-7_12     Document Type: Conference Paper
Times cited : (45)

References (16)
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    • Cohn, D., Atlas, L., Ladner, R.: Improving generalization with active learning. Machine Learning 15(2), 201-221 (1994)
    • (1994) Machine Learning , vol.15 , Issue.2 , pp. 201-221
    • Cohn, D.1    Atlas, L.2    Ladner, R.3
  • 5
    • 33745776526 scopus 로고    scopus 로고
    • Support vector machines classification with a very large-scale taxonomy
    • Liu, T., Yang, Y., Wan, H., Zeng, H., Chen, Z., Ma, W.: Support vector machines classification with a very large-scale taxonomy. SIGKDD Explorations 7(1), 36-43 (2005)
    • (2005) SIGKDD Explorations , vol.7 , Issue.1 , pp. 36-43
    • Liu, T.1    Yang, Y.2    Wan, H.3    Zeng, H.4    Chen, Z.5    Ma, W.6
  • 6
    • 0042868698 scopus 로고    scopus 로고
    • Support vector machine active learning with applications to text classification
    • Tong, S., Koller, D.: Support vector machine active learning with applications to text classification. Journal of Machine Learning Research 2, 45-66 (2001)
    • (2001) Journal of Machine Learning Research , vol.2 , pp. 45-66
    • Tong, S.1    Koller, D.2
  • 12
    • 0033905095 scopus 로고    scopus 로고
    • BoosTexter: a boosting-based system for text categorization
    • Schapire, R.E., Singer, Y.: Boostexter: A boosting-based system for text categorization. Machine Learning 39(2/3), 135-168 (2000) (Pubitemid 30594821)
    • (2000) Machine Learning , vol.39 , Issue.2 , pp. 135-168
    • Schapire, R.E.1    Singer, Y.2
  • 14
    • 34250637963 scopus 로고    scopus 로고
    • Large-scale text categorization by batch mode active learning
    • DOI 10.1145/1135777.1135870, Proceedings of the 15th International Conference on World Wide Web
    • Hoi, S.C.H., Jin, R., Lyu, M.R.: Large-scale text categorization by batch mode active learning. In: Proceedings of the 15th International Conference on World Wide Web (WWW 2006), Edinburgh, UK, pp. 633-642 (2006) (Pubitemid 46946655)
    • (2006) Proceedings of the 15th International Conference on World Wide Web , pp. 633-642
    • Hoi, S.C.H.1    Jin, R.2    Lyu, M.R.3
  • 16
    • 33747134006 scopus 로고    scopus 로고
    • Active learning with feedback on both features and instances
    • Raghavan, H., Madani, O., Jones, R.: Active learning with feedback on features and instances. Journal of Machine Learning Research 7, 1655-1686 (2006) (Pubitemid 44223089)
    • (2006) Journal of Machine Learning Research , vol.7 , pp. 1655-1686
    • Raghavan, H.1    Madani, O.2    Jones, R.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.