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Volumn , Issue , 2009, Pages 797-802

Novel IPCA-based classifiers and their application to spam filtering

Author keywords

Classification; Isotropic PCA; Kernel methods; Model merging

Indexed keywords

CLASSIFICATION; ISOTROPIC PCA; K-NEAREST NEIGHBORS; KERNEL METHODS; LINEARLY SEPARABLE; MIXTURE OF GAUSSIANS; MODEL MERGING; PRINCIPAL COMPONENTS; SPAM CLASSIFICATION; SPAM FILTERING; TRAINING DATA; TRAINING DATA SETS; TWO-CLASS CLASSIFIER;

EID: 77949524342     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ISDA.2009.21     Document Type: Conference Paper
Times cited : (10)

References (14)
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  • 3
    • 77949536257 scopus 로고    scopus 로고
    • L. Liu, Y. Wang, Q. Wang, and T. Tan, Fast principal component analysis using eigenspace merging, in Image Processing, 2007. ICIP 2007. IEEE International Conference on, 6, 16 2007-Oct. 19 2007, pp. VI -457-VI -460.
    • L. Liu, Y. Wang, Q. Wang, and T. Tan, "Fast principal component analysis using eigenspace merging," in Image Processing, 2007. ICIP 2007. IEEE International Conference on, vol. 6, 16 2007-Oct. 19 2007, pp. VI -457-VI -460.
  • 5
    • 72449195626 scopus 로고    scopus 로고
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    • Cormack, G.V.1    Lynam, T.R.2
  • 6
    • 77949494430 scopus 로고    scopus 로고
    • Public spamassassin corpus download page
    • "Public spamassassin corpus (download page)," 2002-2005, http://spamassassin.apache.org/publiccorpus/.
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  • 7
    • 0033651407 scopus 로고    scopus 로고
    • I. Androutsopoulos, J. Koutsias, K. V. Cb, and C. D. Spyropoulos, An experimental comparison of naive bayesian and keyword-based anti-spam filtering with personal e-mail messages, in In Proceedings of the 23rd annual international ACM SIGIR conference on Research and development in information retrieval. ACM Press, 2000, pp. 160-167.
    • I. Androutsopoulos, J. Koutsias, K. V. Cb, and C. D. Spyropoulos, "An experimental comparison of naive bayesian and keyword-based anti-spam filtering with personal e-mail messages," in In Proceedings of the 23rd annual international ACM SIGIR conference on Research and development in information retrieval. ACM Press, 2000, pp. 160-167.
  • 9
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  • 10
    • 0347243182 scopus 로고    scopus 로고
    • Nonlinear component analysis as a kernel eigenvalue problem
    • B. Scḧolkopf, A. Smola, and K.-R. M̈uller, "Nonlinear component analysis as a kernel eigenvalue problem," Neural Comput., vol. 10, no. 5, pp. 1299-1319, 1998.
    • (1998) Neural Comput , vol.10 , Issue.5 , pp. 1299-1319
    • Scḧolkopf, B.1    Smola, A.2    M̈uller, K.-R.3
  • 12
    • 67349104235 scopus 로고    scopus 로고
    • A survey of learning-based techniques of email spam filtering
    • January, university of Trento
    • E. Blanzieri and A. Bryl, "A survey of learning-based techniques of email spam filtering." DIT-06-056, January 2008, university of Trento.
    • (2008) DIT-06-056
    • Blanzieri, E.1    Bryl, A.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.