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Volumn , Issue , 2008, Pages 276-281

Email categorization using (2+1)-tier classification algorithms

Author keywords

(2+1) tier; Classifier; Email; False positive

Indexed keywords

CLASSIFIERS; COMMUNICATION; COMPUTER NETWORKS; CYBERNETICS; ELECTRONIC MAIL; INFORMATION MANAGEMENT; INFORMATION SCIENCE; INTERNET; LABELING; SPAMMING; TURBULENT FLOW;

EID: 51449084623     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICIS.2008.96     Document Type: Conference Paper
Times cited : (11)

References (12)
  • 1
    • 1942420344 scopus 로고    scopus 로고
    • Zhang, J., et. al,. A. Modified logistic regression: An approximation to SVM and its applications in large-scale text categorization. In Proceedings of the 20th International Conference on Machine Learning. AAAI Press, pp.888-895, 2003.
    • Zhang, J., et. al,. A. Modified logistic regression: An approximation to SVM and its applications in large-scale text categorization. In Proceedings of the 20th International Conference on Machine Learning. AAAI Press, pp.888-895, 2003.
  • 2
    • 0009304541 scopus 로고    scopus 로고
    • A bayesian approach to filtering junk e-mail. In Learning for Text Categorization: Papers from the Workshop, Madison, Wisconsin
    • WS-98-05, 1998
    • M. Sahami, S. Dumais, D. Heckerman, and E. Horvitz. A bayesian approach to filtering junk e-mail. In Learning for Text Categorization: Papers from the Workshop, Madison, Wisconsin, AAAI Technical Report WS-98-05, 1998.
    • AAAI Technical Report
    • Sahami, M.1    Dumais, S.2    Heckerman, D.3    Horvitz, E.4
  • 4
    • 0036567930 scopus 로고    scopus 로고
    • Support vector machines: Relevance feedback and information retrieval
    • H. Drucker, B. Shahrary and D. C. Gibbon, "Support vector machines: relevance feedback and information retrieval," Inform. Process. Manag. 38, 3, 305-323, 2003.
    • (2003) Inform. Process. Manag , vol.38 , Issue.3 , pp. 305-323
    • Drucker, H.1    Shahrary, B.2    Gibbon, D.C.3
  • 6
    • 0001345686 scopus 로고    scopus 로고
    • Context-sensitive learning methods for text categorization
    • Cohen, W. and Singer, Y. Context-sensitive learning methods for text categorization. ACM Transactions on Information Systems 17, 2, pp. 141-173, 1999.
    • (1999) ACM Transactions on Information Systems , vol.17 , Issue.2 , pp. 141-173
    • Cohen, W.1    Singer, Y.2
  • 8
    • 37249038408 scopus 로고    scopus 로고
    • Filtering Junk e-mail: A performance comparison between genetic programming and naïve bayes
    • Tech. Report, Department of Electrical and Computer Engineering, University of Waterloo, November
    • Kaitarai, H., Filtering Junk e-mail: A performance comparison between genetic programming and naïve bayes, Tech. Report, Department of Electrical and Computer Engineering, University of Waterloo, November 1999
    • (1999)
    • Kaitarai, H.1
  • 9
    • 17044405923 scopus 로고    scopus 로고
    • Toward Integrating Feature Selection Algorithms for Classification and Clustering
    • Liu Huan and Yu Lei, Toward Integrating Feature Selection Algorithms for Classification and Clustering, IEEE Transaction on Knowledge and Data Engg. Vol. 17, No. 4, 2005.
    • (2005) IEEE Transaction on Knowledge and Data Engg , vol.17 , Issue.4
    • Liu, H.1    Lei, Y.2
  • 10
    • 51449102628 scopus 로고    scopus 로고
    • Islam, M. and Chowdhury, M. (2005) Spam Filtering Using Ml Algorithms, The Proceedings of the IADIS International Conference WWW/Internet, International Association for Development of the Information Society Press, USA. 2005, pp. 419-426.
    • Islam, M. and Chowdhury, M. (2005) "Spam Filtering Using Ml Algorithms, The Proceedings of the IADIS International Conference WWW/Internet, International Association for Development of the Information Society Press, USA. 2005, pp. 419-426.
  • 11
    • 37249055553 scopus 로고    scopus 로고
    • Islam, M. and Zhou, W. (2007). Architecture of Adaptive Spam Filtering Based on Machine Learning Algorithms Springer-Verlag, ICA3PP 2007, LNCS 4494, 2007, pp. 458-46.
    • Islam, M. and Zhou, W. (2007). "Architecture of Adaptive Spam Filtering Based on Machine Learning Algorithms" Springer-Verlag, ICA3PP 2007, LNCS 4494, 2007, pp. 458-46.
  • 12
    • 46749094166 scopus 로고    scopus 로고
    • Dynamic feature selection for spam filtering using Support Vector Machine
    • Islam, M., Zhoui, W. And Choudhury, M. (2007) Dynamic feature selection for spam filtering using Support Vector Machine, IEEE/ACIS ICIS '07, pp (757-762).
    • (2007) IEEE/ACIS ICIS '07 , pp. 757-762
    • Islam, M.1    Zhoui, W.2    And Choudhury, M.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.