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Volumn 3138, Issue , 2004, Pages 1010-1017

Feature selection using improved mutual information for text classification

Author keywords

[No Author keywords available]

Indexed keywords

CLASSIFIERS; FEATURE EXTRACTION; FUNCTION EVALUATION; INFORMATION RETRIEVAL SYSTEMS; PATTERN RECOGNITION; TEXT PROCESSING;

EID: 35048833795     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/978-3-540-27868-9_111     Document Type: Article
Times cited : (26)

References (12)
  • 1
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    • Using Mutual Information for Selecting Features in Supervised Neural Net Learning
    • Battiti, R.: Using Mutual Information for Selecting Features in Supervised Neural Net Learning. IEEE Trans. Neural Networks 5 (1994) 537-550
    • (1994) IEEE Trans. Neural Networks , vol.5 , pp. 537-550
    • Battiti, R.1
  • 2
    • 84942213019 scopus 로고
    • The Best Two Independent Measurements are not the Two Best
    • Cover, T.M.: The Best Two Independent Measurements are not The Two Best. IEEE Trans. Systems, Man, and Cybernetics 4 (1974) 116-117
    • (1974) IEEE Trans. Systems, Man, and Cybernetics , vol.4 , pp. 116-117
    • Cover, T.M.1
  • 3
    • 2942731012 scopus 로고    scopus 로고
    • An Experimental Study of Feature Selection Metrics for Text Categorization
    • Forman, G.: An Experimental Study of Feature Selection Metrics for Text Categorization. Journal of Machine Learning Research 3 (2003) 1289-1305
    • (2003) Journal of Machine Learning Research , vol.3 , pp. 1289-1305
    • Forman, G.1
  • 5
    • 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: Proceedings of the ECML'98 (1998) 137-142
    • (1998) Proceedings of the ECML'98 , pp. 137-142
    • Joachims, T.1
  • 6
    • 0033315726 scopus 로고    scopus 로고
    • Improved Mutual Information Feature Selector for Neural Networks in Supervised Learning
    • Kwak, N., Choi, C.: Improved Mutual Information Feature Selector for Neural Networks in Supervised Learning. In: Int. Joint Conf. on Neural Networks (IJCNN 99) (1999) 1313-1318
    • (1999) Int. Joint Conf. on Neural Networks (IJCNN 99) , pp. 1313-1318
    • Kwak, N.1    Choi, C.2
  • 9
    • 0033886806 scopus 로고    scopus 로고
    • Text Classification from Labelled and Unlabelled Documents Using em
    • Nigam, K., McCallum, A.K., Thrun, S., Mitchell, T.: Text Classification from Labelled and Unlabelled Documents Using EM. Machine Learning 39 (2000) 103134
    • (2000) Machine Learning , vol.39 , pp. 103134
    • Nigam, K.1    McCallum, A.K.2    Thrun, S.3    Mitchell, T.4
  • 10
    • 0003141935 scopus 로고    scopus 로고
    • A Comparative Study on Feature Selection in Text Categorization
    • Yang, Y., Pedersen, J.O.: A Comparative Study on Feature Selection in Text Categorization. In: Proceedings of the 14th ICML97 (1997) 412-420
    • (1997) Proceedings of the 14th ICML97 , pp. 412-420
    • Yang, Y.1    Pedersen, J.O.2
  • 11
    • 27144441097 scopus 로고    scopus 로고
    • An Evaluation of Statistical Approaches to Text Categorization
    • Yang, Y.: An Evaluation of Statistical Approaches to Text Categorization. Journal of Information Retrieval 1 (1999) 67-68
    • (1999) Journal of Information Retrieval , vol.1 , pp. 67-68
    • Yang, Y.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.