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Volumn 7, Issue , 2009, Pages 472-476

Batch mode active learning based multi-view text classification

Author keywords

Batch mode active learning; k nearest neighbor(kNN); Multi view learning; Text classification

Indexed keywords

ACTIVE LEARNING; BATCH MODES; DATA SETS; K-NEAREST NEIGHBORS; MULTI-VIEW LEARNING; MULTI-VIEWS; SINGLE MODE; TEXT CLASSIFICATION;

EID: 76549087038     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/FSKD.2009.495     Document Type: Conference Paper
Times cited : (8)

References (14)
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    • Technical report, University of Edinburgh
    • M. Seeger. Learning with labeled and unlabeled data. Technical report, University of Edinburgh, 2001.
    • (2001)
    • Seeger, M.1
  • 2
    • 33745456231 scopus 로고    scopus 로고
    • Semi-supervised learning literature survey
    • Technical report, Carnegie Mellon University
    • J. Zhu. Semi-supervised learning literature survey. Technical report, Carnegie Mellon University, 2005.
    • (2005)
    • Zhu, J.1
  • 3
    • 76549084725 scopus 로고    scopus 로고
    • T. Joachims. Transductive inference for text classification using support vector machines. In Proc. 16th international conference on machine learning, ICML1999, pp.200-209.
    • T. Joachims. Transductive inference for text classification using support vector machines. In Proc. 16th international conference on machine learning, ICML1999, pp.200-209.
  • 5
    • 0031369631 scopus 로고    scopus 로고
    • R. Liere and P. Tadepalli. Active learning with committees for text categorization. In Proceedings 14th Conference of the American Association for Artificial Intelligence (AAAI), pp. 591-596, MIT Press, 1997.
    • R. Liere and P. Tadepalli. Active learning with committees for text categorization. In Proceedings 14th Conference of the American Association for Artificial Intelligence (AAAI), pp. 591-596, MIT Press, 1997.
  • 6
    • 0000314722 scopus 로고    scopus 로고
    • Employing EM and pool-based active learning for text classification
    • San Francisco, CA
    • A. K. McCallum and K. Nigam. Employing EM and pool-based active learning for text classification. In Proc.15th International Conference on Machine Learning, pp.350-358. San Francisco, CA, 1998.
    • (1998) Proc.15th International Conference on Machine Learning , pp. 350-358
    • McCallum, A.K.1    Nigam, K.2
  • 14
    • 76549085534 scopus 로고    scopus 로고
    • Semi-supervised SVM batch mode active learning for image retrieval
    • Steven C. H. Hoi, Rong Jin, Jianke Zhu, Michael R. Lyu. Semi-supervised SVM batch mode active learning for image retrieval. ACM transactions on information systems, 1(1):1-27,2009.
    • (2009) ACM transactions on information systems , vol.1 , Issue.1 , pp. 1-27
    • Hoi, S.C.H.1    Jin, R.2    Zhu, J.3    Lyu, M.R.4


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.