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Volumn , Issue , 2009, Pages 28-33

Naïve Bayes text classification with positive features selected by statistical method

Author keywords

[No Author keywords available]

Indexed keywords

AUTOMATIC TEXT CLASSIFICATION; BAYES CLASSIFIER; CLASSIFICATION ACCURACY; DATA MINING TASKS; DIGITAL DATAS; ELECTRONIC DOCUMENT; FEATURE SELECTION; POSITIVE FEATURES; PRE-PROCESSING STEP; TEXT CLASSIFICATION; TRAINING CORPUS; TRAINING SETS;

EID: 77949345189     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICADVC.2009.5378273     Document Type: Conference Paper
Times cited : (36)

References (12)
  • 1
    • 60249094938 scopus 로고    scopus 로고
    • Text Clustering with Feature Selection by Using Statistical Data
    • May
    • Yanjun Li, Congnan Luo, and Soon M. Chung, "Text Clustering with Feature Selection by Using Statistical Data," IEEE Transactions on Knowledge and Data Engineering, Volume 20, Issue 5, pp 641-652, May 2008.
    • (2008) IEEE Transactions on Knowledge and Data Engineering , vol.20 , Issue.5 , pp. 641-652
    • Li, Y.1    Luo, C.2    Chung, S.M.3
  • 2
    • 85008014387 scopus 로고    scopus 로고
    • Some Effective Techniques for Naïve Bayes Text Classification
    • November
    • Sang-Bum Kim, Kyoung-Soo Han, Hae-Chang Rim, and Sung Hyon Myaebg, "Some Effective Techniques for Naïve Bayes Text Classification," IEEE Transactions on Knowledge and Data Engineering, Volume 18, No. 11, pp 1457-466, November 2006.
    • (2006) IEEE Transactions on Knowledge and Data Engineering , vol.18 , Issue.11 , pp. 1457-1466
    • Kim, S.-B.1    Han, K.-S.2    Rim, H.-C.3    Sung, H.4
  • 3
    • 33746905527 scopus 로고    scopus 로고
    • Hisham AI-Mubaid and Syed A. Urnair, A New Text Categorization Technique using Distributional Clusterin g and Learning Logic, IEEE Transactions on Knowledge and Data Engineering, 18, No.9, pp 1156-1165, September, 2006.
    • Hisham AI-Mubaid and Syed A. Urnair, "A New Text Categorization Technique using Distributional Clusterin g and Learning Logic," IEEE Transactions on Knowledge and Data Engineering, Volume 18, No.9, pp 1156-1165, September, 2006.
  • 8
    • 77949400705 scopus 로고    scopus 로고
    • Yiming Yang and Jan O. Pedersen, A Comparative Study on Feature Selection in Text Categorization, in Proc. 1997. http://citeseerx.ist.psu. edu/viewdoc/summary?doi=10.1.1.32.9956.
    • Yiming Yang and Jan O. Pedersen, "A Comparative Study on Feature Selection in Text Categorization," in Proc. 1997. http://citeseerx.ist.psu. edu/viewdoc/summary?doi=10.1.1.32.9956.
  • 9
    • 77949381845 scopus 로고    scopus 로고
    • Jason D. M. Rennie, Improving Multi-class Text Classification with Naïve Bayes, M. S. Thesis, Submitted at Dept. of EE and CS, Massachusetts Institute ofTechnology, 2001.
    • Jason D. M. Rennie, "Improving Multi-class Text Classification with Naïve Bayes", M. S. Thesis, Submitted at Dept. of EE and CS, Massachusetts Institute ofTechnology, 2001.
  • 10
    • 0031269184 scopus 로고    scopus 로고
    • On the optimality of the Simple Bayesian Classifer under zero-One Loss
    • P. Domingos and MJ. Pazzani, "On the optimality of the Simple Bayesian Classifer under zero-One Loss", Machine Learning, volume 29, nos. 2/3, pp. 103-130, 1997.
    • (1997) Machine Learning , vol.29 , Issue.2-3 , pp. 103-130
    • Domingos, P.1    Pazzani, M.J.2
  • 12
    • 16644402628 scopus 로고    scopus 로고
    • Feature selection for Text Categorization on Imbalanced Data
    • June
    • Zhaohui Zheng, Xiaoyun Wu and Rohini Srihari, "Feature selection for Text Categorization on Imbalanced Data", ACM SIGKDD Explorations Newsletter, Special Issue on learning from Imbalanced Data, Volume 6, Issue 1, pp. 80-89, June 2004.
    • (2004) ACM SIGKDD Explorations Newsletter , vol.6 , Issue.1 , pp. 80-89
    • Zheng, Z.1    Wu, X.2    Srihari, R.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.