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Volumn , Issue , 2013, Pages 667-676

Most-surely vs. least-surely uncertain

Author keywords

Active learning; uncertainty sampling

Indexed keywords


EID: 84894643883     PISSN: 15504786     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICDM.2013.15     Document Type: Conference Paper
Times cited : (19)

References (22)
  • 1
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    • ser. Synthesis Lectures on Artificial Intelligence and Machine Learning. Morgan & Claypool Publishers
    • B. Settles, Active Learning, ser. Synthesis Lectures on Artificial Intelligence and Machine Learning. Morgan & Claypool Publishers, 2012.
    • (2012) Active Learning
    • Settles, B.1
  • 6
    • 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, vol. 54, no. 2, pp. 125-152, 2004.
    • (2004) Machine Learning , vol.54 , Issue.2 , pp. 125-152
    • Lindenbaum, M.1    Markovitch, S.2    Rusakov, D.3
  • 7
    • 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 International Conference on Machine Learning, 2001, pp. 441-448.
    • (2001) International Conference on Machine Learning , pp. 441-448
    • Roy, N.1    McCallum, A.2
  • 9
    • 34547176515 scopus 로고    scopus 로고
    • Representative sampling for text classification using support vector machines
    • Z. Xu, K. Yu, V. Tresp, X. Xu, and J. Wang, "Representative sampling for text classification using support vector machines," Advances in Information Retrieval, pp. 11-11, 2003.
    • (2003) Advances in Information Retrieval , pp. 11-11
    • Xu, Z.1    Yu, K.2    Tresp, V.3    Xu, X.4    Wang, J.5
  • 12
    • 84904806792 scopus 로고    scopus 로고
    • Online active learning methods for fast label-efficient spam filtering
    • D. Sculley, "Online active learning methods for fast label-efficient spam filtering," in Conference on Email and Anti-Spam (CEAS), 2007.
    • (2007) Conference on Email and Anti-Spam (CEAS)
    • Sculley, D.1
  • 17
    • 0036613407 scopus 로고    scopus 로고
    • An active learning framework for content-based information retrieval
    • C. Zhang and T. Chen, "An active learning framework for content-based information retrieval," IEEE Transactions on Multimedia, vol. 4, no. 2, pp. 260-268, 2002.
    • (2002) IEEE Transactions on Multimedia , vol.4 , Issue.2 , pp. 260-268
    • Zhang, C.1    Chen, T.2
  • 20
    • 80053418274 scopus 로고    scopus 로고
    • Active learning with sampling by uncertainty and density for word sense disambiguation and text classification
    • J. Zhu, H. Wang, T. Yao, and B. K. Tsou, "Active learning with sampling by uncertainty and density for word sense disambiguation and text classification," in Proceedings of the International Conference on Computational Linguistics-Volume 1, 2008, pp. 1137-1144.
    • (2008) Proceedings of the International Conference on Computational Linguistics , vol.1 , pp. 1137-1144
    • Zhu, J.1    Wang, H.2    Yao, T.3    Tsou, B.K.4


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.