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Volumn 9, Issue 11, 2012, Pages 3161-3170

Machine learning based network traffic classification: a survey

Author keywords

Clustering classification; Machine learning; Supervised classification

Indexed keywords

BAYESIAN ALGORITHMS; CLASSIFICATION MODELS; EFFECTIVE SOLUTION; ENCRYPTED TRAFFIC; FEATURE SETS; FEATURE SPACE; NETWORK ACTIVITIES; NETWORK APPLICATIONS; NETWORK TRAFFIC CLASSIFICATION; PAYLOAD ANALYSIS; STUDY AREAS; SUPERVISED CLASSIFICATION; TRAFFIC CLASSIFICATION;

EID: 84868252396     PISSN: 15487741     EISSN: None     Source Type: Journal    
DOI: None     Document Type: Article
Times cited : (19)

References (22)
  • 2
    • 0028491368 scopus 로고
    • Empirically derived analytic models of wide-area TCP connections
    • V. Paxson, Empirically derived analytic models of wide-area TCP connections, IEEE/ACM Transactions on Networking (TON), 2 (4), 1994, 316-336
    • (1994) IEEE/ACM Transactions on Networking (TON) , vol.2 , Issue.4 , pp. 316-336
    • Paxson, V.1
  • 7
    • 62849120844 scopus 로고    scopus 로고
    • A survey of techniques for Internet traffic classification using machine learning
    • T. T. T. Nguyen, G. Armitage, A survey of techniques for Internet traffic classification using machine learning, Communications Surveys & Tutorials, IEEE, 10 (4), 2008, 56-76
    • (2008) Communications Surveys & Tutorials , vol.10 , Issue.4 , pp. 56-76
    • Nguyen, T.T.T.1    Armitage, G.2
  • 11
    • 33846098197 scopus 로고    scopus 로고
    • Bayesian neural networks for Internet traffic classification
    • T. Auld, A. W. Moore, S. F. Gull, Bayesian neural networks for Internet traffic classification, IEEE Transactions on Neural Networks, 18 (1), 2007, 223-39
    • (2007) IEEE Transactions on Neural Networks , vol.18 , Issue.1 , pp. 39-223
    • Auld, T.1    Moore, A.W.2    Gull, S.F.3
  • 13
    • 0347763609 scopus 로고    scopus 로고
    • Using evolutionary algorithms as instance selection for data reduction in KDD: An experimental study
    • J. R. Cano, F. Herrera, M. Lozano, Using evolutionary algorithms as instance selection for data reduction in KDD: An experimental study, IEEE Transactions on Evolutionary Computation, 7 (6), 2003, 561-575
    • (2003) IEEE Transactions on Evolutionary Computation , vol.7 , Issue.6 , pp. 561-575
    • Cano, J.R.1    Herrera, F.2    Lozano, M.3
  • 19
    • 0002607026 scopus 로고    scopus 로고
    • Bayesian classification (AutoClass): Theory and results, Advances in knowledge discovery and data mining
    • P. Cheeseman, J. Stutz, Bayesian classification (AutoClass): Theory and results, Advances in knowledge discovery and data mining, American Association for Artificial Intelligence, 1996, 153-180
    • (1996) American Association for Artificial Intelligence , pp. 153-180
    • Cheeseman, P.1    Stutz, J.2
  • 22
    • 84868252391 scopus 로고    scopus 로고
    • (2006) , vol.36 , Issue.5 , pp. 7-15


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.