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Volumn 3056, Issue , 2004, Pages 293-297

Compact dual ensembles for active learning

Author keywords

[No Author keywords available]

Indexed keywords

ARTIFICIAL INTELLIGENCE; BENCHMARKING; CLASSIFICATION (OF INFORMATION); DATA MINING; DATABASE SYSTEMS;

EID: 7444251779     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/978-3-540-24775-3_37     Document Type: Conference Paper
Times cited : (2)

References (13)
  • 3
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    • Bagging predictors
    • L. Breiman. Bagging predictors. Machine Learning, 24:123–140, 1996.
    • (1996) Machine Learning , vol.24 , pp. 123-140
    • Breiman, L.1
  • 6
    • 0031209604 scopus 로고    scopus 로고
    • Selective sampling using the query by committee algorithm
    • Y. Freund, H. Seung, E. Shamir, and N. Tishby. Selective sampling using the query by committee algorithm. Machine Learning, 28:133–168, 1997.
    • (1997) Machine Learning , vol.28 , pp. 133-168
    • Freund, Y.1    Seung, H.2    Shamir, E.3    Tishby, N.4
  • 9
    • 0000314722 scopus 로고    scopus 로고
    • Employing EM in pool-based active learning for text classification
    • A. McCallum and K. Nigam. Employing EM in pool-based active learning for text classification. In Proc. of Intl. Conf. on Machine Learning, pp. 350–358, 1998.
    • (1998) Proc. Of Intl. Conf. On Machine Learning , pp. 350-358
    • McCallum, A.1    Nigam, K.2
  • 10
    • 0033886806 scopus 로고    scopus 로고
    • Text classification from labeled and unlabeled documents usingEM
    • K. Nigam, A. K. Mccallum, S. Thrun, and T. Mitchell. Text classification from labeled and unlabeled documents usingEM. Machine Learning, 39:103–134, 2000.
    • (2000) Machine Learning , vol.39 , pp. 103-134
    • Nigam, K.1    McCallum, A.K.2    Thrun, S.3    Mitchell, T.4
  • 11
    • 0442319140 scopus 로고    scopus 로고
    • Toward optimal active learning through sampling estimation of error reduction
    • N. Roy and A. McCallum. Toward optimal active learning through sampling estimation of error reduction. In Proc. of Intl. Conf. On Machine Learning, 2001.
    • (2001) Proc. Of Intl. Conf. On Machine Learning
    • Roy, N.1    McCallum, A.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.