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Volumn 2633, Issue , 2003, Pages 393-407

Representative sampling for text classification using support vector machines

Author keywords

[No Author keywords available]

Indexed keywords

ARTIFICIAL INTELLIGENCE; CLASSIFICATION (OF INFORMATION); INFORMATION RETRIEVAL SYSTEMS; LEARNING ALGORITHMS; TEXT PROCESSING;

EID: 35248825961     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/3-540-36618-0_28     Document Type: Article
Times cited : (205)

References (16)
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    • 27144489164 scopus 로고    scopus 로고
    • A tutorial on support vector machines for pattern recognition
    • Surges, C.J.: A tutorial on support vector machines for pattern recognition. Data Mining and Knowledge Discovery 2, (1998) 121-167
    • (1998) Data Mining and Knowledge Discovery , vol.2 , pp. 121-167
    • Surges, C.J.1
  • 6
    • 84957069814 scopus 로고    scopus 로고
    • Text Categorization with Support Vector Machines: Learning with Many Relevant Features
    • Joachims, T.: Text Categorization with Support Vector Machines: Learning with Many Relevant Features. In European Conference on Machine Learning, ECML-98, (1998), 137-142
    • (1998) European Conference on Machine Learning , vol.ECML-98 , pp. 137-142
    • Joachims, T.1
  • 10
    • 0000531852 scopus 로고
    • Generalization as search
    • Mitchell, T.: Generalization as search. Artificial Intelligence 28 (1982) 203-226
    • (1982) Artificial Intelligence , vol.28 , pp. 203-226
    • Mitchell, T.1
  • 11
    • 0003243224 scopus 로고    scopus 로고
    • Probabilistics for SV Machines
    • A.Smola, P. Bartlett, Bscholkopf, D. Shuurmans eds., MIT Press
    • Platt, J.: Probabilistics for SV Machines. In Advances in Large Margin Classifiers. A.Smola, P. Bartlett, Bscholkopf, D. Shuurmans eds., MIT Press (1999) 61-74
    • (1999) Advances in Large Margin Classifiers , pp. 61-74
    • Platt, J.1
  • 14
    • 0042868698 scopus 로고    scopus 로고
    • Support Vector Machine Active Learning with Applications to Text Classification
    • Tong, S., Koller, D.: Support Vector Machine Active Learning with Applications to Text Classification. Journal of Machine Learning Research. Volume 2, (2001) 45-66
    • (2001) Journal of Machine Learning Research , vol.2 , pp. 45-66
    • Tong, S.1    Koller, D.2
  • 16
    • 0005004572 scopus 로고    scopus 로고
    • A probabilistic analysis on the value of unlabeled data for classification problems
    • Zhang, T., Oles, F.: A probabilistic analysis on the value of unlabeled data for classification problems. International Conference on Machine Learning (2000)
    • (2000) International Conference on Machine Learning
    • Zhang, T.1    Oles, F.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.