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Volumn , Issue , 2003, Pages 613-618

Online novelty detection on temporal sequences

Author keywords

Anomaly Detection; Novelty detection; Online algorithm; Support vector regression

Indexed keywords

ANOMALY DETECTION; CONFIDENCE VALUES; DETECTION ALGORITHM; NOVELTY DETECTION; ON-LINE ALGORITHMS; ON-LINE DETECTION; ONLINE SUPPORT; REAL WORLD DATA; SUPPORT VECTOR REGRESSIONS; TEMPORAL SEQUENCES;

EID: 70350649248     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1145/956750.956828     Document Type: Conference Paper
Times cited : (178)

References (17)
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  • 8
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    • Finding surprising patterns in a time series database in linear time and space
    • the, Edmonton, Alberta, Canada, July 23-26
    • Keogh, E., S Lonardi, and W Chiu, Finding Surprising Patterns in a Time Series Database In Linear Time and Space, In the 8th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, pp 550-556, Edmonton, Alberta, Canada, July 23-26, 2002.
    • (2002) 8th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining , pp. 550-556
    • Keogh, E.1    S Lonardi2    W Chiu3
  • 10
    • 84948141376 scopus 로고    scopus 로고
    • A mixture approach to novelty detection using training data with outliers
    • Lauer, Martin, A Mixture Approach to Novelty Detection Using Training Data With Outliers, Lecture Notes in Computer Science, vol. 2167, pp. 300-310, 2001.
    • (2001) Lecture Notes in Computer Science , vol.2167 , pp. 300-310
    • Lauer, M.1
  • 11
    • 0141765796 scopus 로고    scopus 로고
    • Accurate online support vector regression
    • to appear
    • Ma, Junshui, James Theiler, and Simon Perkins, "Accurate Online Support Vector Regression," to appear in Neural Computation, 2003.
    • (2003) Neural Computation
    • Ma, J.1    Theiler, J.2    Perkins, S.3
  • 13
    • 0001614845 scopus 로고
    • A probabilistic resource allocating network for novelty detection
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    • (1994) Neural Computation , vol.6 , pp. 270-284
    • Roberts, S.1    Tarassenko, L.2
  • 16
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    • A tutorial on support vector regression
    • Royal Holloway College, University of London, UK
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    • (1998) NeuroCOLT Technical Report NC-TR-98-030
    • Smola, A.J.1    Scholkopf, B.2
  • 17
    • 0013448831 scopus 로고    scopus 로고
    • Progress in Connectionist-Based Information Systems, London: Springer
    • Ypma, Alexander, and Rober P. Duin, Novelty Detection Using Self-Organizing Maps, in Progress in Connectionist-Based Information Systems, pp 1322-1325, London: Springer, 1997.
    • (1997) Novelty Detection Using Self-organizing Maps , pp. 1322-1325
    • Ypma, A.1    Duin, R.P.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.