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Volumn 1, Issue , 2010, Pages 161-166

A survey on active learning strategy

Author keywords

Active learning; Machine learning; Query strategy; Selective sampling

Indexed keywords


EID: 78149346102     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICMLC.2010.5581075     Document Type: Conference Paper
Times cited : (31)

References (37)
  • 1
    • 0028424239 scopus 로고
    • Improving generalization with active learning
    • David Cohn, Les Atlas, Richard Ladner, "Improving generalization with active learning", Machine Learning, 15, pp. 201-221, 1994.
    • (1994) Machine Learning , vol.15 , pp. 201-221
    • Cohn, D.1    Atlas, L.2    Ladner, R.3
  • 3
    • 0000710299 scopus 로고
    • Queries and concept learning
    • Dana Angluin, "Queries and concept learning", Machine Learning, 2, pp. 319-342, 1988.
    • (1988) Machine Learning , vol.2 , pp. 319-342
    • Angluin, D.1
  • 4
    • 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, Vol. 28, 2-3, pp. 133-168, 1997.
    • (1997) Machine Learning , vol.28 , Issue.2-3 , pp. 133-168
    • Freund, Y.1    Seung, H.S.2    Shamir, E.3    Tishby, N.4
  • 9
    • 0000012198 scopus 로고    scopus 로고
    • Selective sampling for example-based word sense disambiguation
    • A. Fujii, T. Tokunaga, K. Inui, and H. Tanaka, "Selective sampling for example-based word sense disambiguation", Computational Linguistics, 24(4), pp, 573-579, 1998.
    • (1998) Computational Linguistics , vol.24 , Issue.4 , pp. 573-579
    • Fujii, A.1    Tokunaga, T.2    Inui, K.3    Tanaka, H.4
  • 18
    • 43249096537 scopus 로고    scopus 로고
    • An active learning algorithm by selecting the most possibly wrong-predicted instances
    • Long Jun, Yin Jianping Yin, Zhu En, and Cai Zhiping, "An active learning algorithm by selecting the most possibly wrong-predicted instances", Journal of computer research and development, 45(3), pp, 472-478, 2008.
    • (2008) Journal of Computer Research and Development , vol.45 , Issue.3 , pp. 472-478
    • Jun, L.1    Yin, Y.J.2    En, Z.3    Zhiping, C.4
  • 19
    • 2542455833 scopus 로고
    • Learning conjunctive concepts in structural domains
    • D. Haussler, "Learning conjunctive concepts in structural domains", Machine Learning, 4(1), pp, 7-40, 1994.
    • (1994) Machine Learning , vol.4 , Issue.1 , pp. 7-40
    • Haussler, D.1
  • 22
    • 1242352526 scopus 로고    scopus 로고
    • Selective sampling for nearest neighbor classifiers
    • M. Lindenbaum, S. Markovitch, and D. Rusakov, "Selective sampling for nearest neighbor classifiers", Machine Learning, 54 (2), pp, 125 - 152, 2004.
    • (2004) Machine Learning , vol.54 , Issue.2 , pp. 125-152
    • Lindenbaum, M.1    Markovitch, S.2    Rusakov, D.3
  • 24
  • 34
    • 78650869390 scopus 로고    scopus 로고
    • A literature survey of active machine learning in the context of natural language processing
    • ISSN: 1100-3154
    • Fredrik Olsson, "A literature survey of active machine learning in the context of natural language processing", SICS Technical Report, ISSN: 1100-3154.
    • SICS Technical Report
    • Olsson, F.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.