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Volumn , Issue , 2008, Pages 1001-1006

Active learning of equivalence relations by minimizing the expected loss using constraint inference

Author keywords

[No Author keywords available]

Indexed keywords

ACTIVE LEARNING; EQUIVALENCE RELATIONS; OPTIMAL SELECTION; OPTIMAL SOLUTIONS; POSSIBLE SOLUTIONS; RECORD LINKAGE; SELECTION METHODS; SELECTION TECHNIQUES; SIMILARITY MEASURE; THEORETICAL RESULT; TRAINING DATA; UPPER AND LOWER BOUNDS;

EID: 67049142335     PISSN: 15504786     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICDM.2008.41     Document Type: Conference Paper
Times cited : (6)

References (11)
  • 3
    • 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(2-3):133-168, 1997. (Pubitemid 127506338)
    • (1997) Machine Learning , vol.28 , Issue.2-3 , pp. 133-168
    • Freund, Y.1    Seung, H.S.2    Shamir, E.3    Tishby, N.4
  • 5
    • 85013879626 scopus 로고
    • A sequential algorithm for training text classifiers
    • D. D. Lewis and W. A. Gale. A sequential algorithm for training text classifiers. In SIGIR 94: Proceedings of the 17th annual international ACM SIGIR conference on Re- search and development in information retrieval, pages 3- 12, 1994.
    • (1994) In SIGIR'94 , pp. 3-12
    • Lewis, D.D.1    Gale, W.A.2
  • 9
    • 0442319140 scopus 로고    scopus 로고
    • Toward optimal active learning through sampling estimation of error reduction
    • San Francisco, CA, USA, 2001. Morgan Kaufmann Publishers Inc.
    • N. Roy and A. McCallum. Toward optimal active learning through sampling estimation of error reduction. In ICML 01: Proceedings of the Eighteenth International Confer- ence on Machine Learning, pages 441-448, San Francisco, CA, USA, 2001. Morgan Kaufmann Publishers Inc.
    • (2001) ICML'01: Proceedings of the Eighteenth International Confer-ence on Machine Learning , pp. 441-448
    • Roy, N.1    McCallum, A.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.