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Volumn , Issue , 2011, Pages 1161-1168

Active learning from crowds

Author keywords

[No Author keywords available]

Indexed keywords

ACTIVE LEARNING; DATA SAMPLE; GROUND TRUTH; LEARNING MODELS; LEARNING TASKS; PROBABILISTIC MODELS; TASK DOMAIN; UNLABELED DATA;

EID: 80053455236     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper
Times cited : (300)

References (24)
  • 5
    • 0031209604 scopus 로고    scopus 로고
    • Selective Sampling Using the Query by Committee Algorithm
    • Freund, Y., Seung, S., Shamir, E., and Tishby, N. Selective sampling using the query by committee algorithm. Machine Learning, 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
  • 8
  • 9
    • 85013879626 scopus 로고
    • A sequential algorithm for training text classifiers
    • Lewis, D. and Gale, W. A sequential algorithm for training text classifiers. In SIGIR, pp. 3-12, 1994.
    • (1994) SIGIR , pp. 3-12
    • Lewis, D.1    Gale, W.2
  • 10
    • 0001249987 scopus 로고
    • On a measure of the information provided by an experiment
    • Lindley, D. On a measure of the information provided by an experiment. Ann. Math. Stat, 27:986-1005, 1956.
    • (1956) Ann. Math. Stat , vol.27 , pp. 986-1005
    • Lindley, D.1
  • 11
    • 0000695404 scopus 로고
    • Information-based objective functions for active data selection
    • MacKay, D. Information-based objective functions for active data selection. Neural Computation, 4:590-604, 1992.
    • (1992) Neural Computation , vol.4 , pp. 590-604
    • MacKay, D.1
  • 12
  • 18
    • 0442319140 scopus 로고    scopus 로고
    • Toward optimal active learning through sampling estimation of error reduction
    • Roy, N. and McCallum, A. Toward optimal active learning through sampling estimation of error reduction. In 18th International Conference on Machine Learning, pp. 444-448, 2001.
    • (2001) 18th International Conference on Machine Learning , pp. 444-448
    • Roy, N.1    McCallum, A.2
  • 21
    • 65449144451 scopus 로고    scopus 로고
    • Get another label? Improving data quality and data mining using multiple, noisy labelers
    • Sheng, V. S., Provost, F., and Ipeirotis, P. G. Get another label? Improving data quality and data mining using multiple, noisy labelers. In Knowledge Discovery and Data Mining (KDD), pp. 614-622, 2008.
    • (2008) Knowledge Discovery and Data Mining (KDD) , pp. 614-622
    • Sheng, V.S.1    Provost, F.2    Ipeirotis, P.G.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.