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Volumn , Issue , 2011, Pages 1511-1516

Fast anomaly detection for streaming data

Author keywords

[No Author keywords available]

Indexed keywords

ANOMALY DETECTION; ANOMALY DETECTOR; CONSTANT MEMORY; DETECTION ACCURACY; DETECTION PERFORMANCE; PARAMETER SETTING; RUN-TIME PERFORMANCE; STATE-OF-THE-ART METHODS;

EID: 84881083375     PISSN: 10450823     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.5591/978-1-57735-516-8/IJCAI11-254     Document Type: Conference Paper
Times cited : (225)

References (21)
  • 4
    • 77952380096 scopus 로고    scopus 로고
    • Mining distance-based anomalies in near linear time with randomization and a simple pruning rule
    • S.D. Bay and M. Schwabacher. Mining distance-based anomalies in near linear time with randomization and a simple pruning rule. In Proceedings of the 9th ACM SIGKDD, 2003.
    • Proceedings of the 9th ACM SIGKDD, 2003
    • Bay, S.D.1    Schwabacher, M.2
  • 6
    • 0035478854 scopus 로고    scopus 로고
    • Random forests
    • DOI 10.1023/A:1010933404324
    • L. Breiman. Random forests. Machine Learning, 45:5-32, 2001. (Pubitemid 32933532)
    • (2001) Machine Learning , vol.45 , Issue.1 , pp. 5-32
    • Breiman, L.1
  • 9
    • 33646950083 scopus 로고    scopus 로고
    • An online support vector machine for abnormal events detection
    • M. Davy, F. Desobry, A. Gretton, and C. Doncarli. An online support vector machine for abnormal events detection. Signal Processing, 86:2009-2025, 2005.
    • (2005) Signal Processing , vol.86 , pp. 2009-2025
    • Davy, M.1    Desobry, F.2    Gretton, A.3    Doncarli, C.4
  • 11
    • 0003562954 scopus 로고    scopus 로고
    • A Simple Generalisation of the Area Under the ROC Curve for Multiple Class Classification Problems
    • DOI 10.1023/A:1010920819831
    • D.J. Hand and R.J. Till. A simple generalisation of the area under the roc curve for multiple class classification problems. Machine Learning, 45:171-186, 2001. (Pubitemid 33635984)
    • (2001) Machine Learning , vol.45 , Issue.2 , pp. 171-186
    • Hand, D.J.1    Till, R.J.2
  • 12
    • 0037410488 scopus 로고    scopus 로고
    • Discovering cluster-based local outliers
    • Z. He, X. Xu, and S. Deng. Discovering cluster-based local outliers. Pattern Recognition Letter, 24:1641-1650, 2003.
    • (2003) Pattern Recognition Letter , vol.24 , pp. 1641-1650
    • He, Z.1    Xu, X.2    Deng, S.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.