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Volumn 190 CCIS, Issue PART 1, 2011, Pages 619-630

Multi-density clustering algorithm for anomaly detection Using KDD'99 dataset

Author keywords

ADWICE model of clustering; Anomaly Detection; BIRCH model of clustering; k mean clustering; MCAD clustering

Indexed keywords

ADWICE MODEL OF CLUSTERING; ANOMALY DETECTION; BIRCH MODEL OF CLUSTERING; K-MEAN CLUSTERING; MCAD CLUSTERING;

EID: 80051571493     PISSN: 18650929     EISSN: None     Source Type: Book Series    
DOI: 10.1007/978-3-642-22709-7_60     Document Type: Conference Paper
Times cited : (2)

References (12)
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    • Mukhrjee, B.1    Levitt, N.2
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    • Han, H., Lu, X.L., Lu, J., Bo, C.: Data mining aided signature discovery in network-based intrusion detection system. ACM SIGOPS Operating System Review 36, 7-13 (2002)
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    • Han, H.1    Lu, X.L.2    Lu, J.3    Bo, C.4
  • 6
    • 51149102669 scopus 로고    scopus 로고
    • An application of supervised and Unsupervised learning approaches to telecommunications fraud detection
    • Hilas, C.S., Mastorocostas, P.A.: An application of supervised and Unsupervised learning approaches to telecommunications fraud detection. ACM Journal of Knowledge-Based systems 21, 721-726 (2008)
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    • Hilas, C.S.1    Mastorocostas, P.A.2
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    • A novel unsupervised classification approach for network anomaly detection by k-means clustering and ID3 decision tree learning method
    • Yasami, Y., Mozaffari, S.P.: A novel unsupervised classification approach for network anomaly detection by k-means clustering and ID3 decision tree learning method. ACM Jounal of Supercomputing 53, 231-245 (2010)
    • (2010) ACM Jounal of Supercomputing , vol.53 , pp. 231-245
    • Yasami, Y.1    Mozaffari, S.P.2
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    • A study on fuzzy C-mean clustering-based systems in automatic spike detection
    • Hilal Inan, Z., Kuntalp, M.: A study on fuzzy C-mean clustering-based systems in automatic spike detection. ACM Journal of Computers in Biology and Medicine 37, 1160-1166 (2007)
    • (2007) ACM Journal of Computers in Biology and Medicine , vol.37 , pp. 1160-1166
    • Hilal Inan, Z.1    Kuntalp, M.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.