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Volumn , Issue , 2009, Pages 990-995

Adaptive and online one-class support vector machine-based outlier detection techniques for wireless sensor networks

Author keywords

[No Author keywords available]

Indexed keywords

CRITICAL EVENTS; DATA QUALITY; DETECTION ACCURACY; FALSE ALARM RATE; NORMAL BEHAVIOR; ONE-CLASS SUPPORT VECTOR MACHINE; OUTLIER DETECTION; RELIABLE DETECTION; RESOURCE CONSUMPTION; SENSOR DATA; SPATIAL AND TEMPORAL CORRELATION; SYNTHETIC AND REAL DATA;

EID: 70350130114     PISSN: 1550445X     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/WAINA.2009.200     Document Type: Conference Paper
Times cited : (104)

References (10)
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    • Outlier detection: A survey
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    • V. Chandola, A. Banerjee, and V. Kumar. Outlier detection: A survey. Technical Report, University of Minnesota, 2007.
    • (2007)
    • Chandola, V.1    Banerjee, A.2    Kumar, V.3
  • 2
    • 70350117675 scopus 로고    scopus 로고
    • http : //sensorscope.epfl.ch/index.php/Mainpage.
  • 3
    • 63149149520 scopus 로고    scopus 로고
    • An online outlier detection technique for wireless sensor networks using unsupervised quarter-sphere support vector machine
    • to appear
    • Y. Zhang, N. Meratnia, and P. Havinga. An online outlier detection technique for wireless sensor networks using unsupervised quarter-sphere support vector machine. ISSNIP 2008, to appear.
    • ISSNIP 2008
    • Zhang, Y.1    Meratnia, N.2    Havinga, P.3
  • 5
    • 0942266514 scopus 로고    scopus 로고
    • Support vector data description
    • D. M. J. Tax and R. P. W. Duin. Support vector data description. Machine Learning, 54(1):45-66, 2004.
    • (2004) Machine Learning , vol.54 , Issue.1 , pp. 45-66
    • Tax, D.M.J.1    Duin, R.P.W.2
  • 8
    • 33947677461 scopus 로고    scopus 로고
    • An online support vector machine for abnomal events detection
    • M. Davy, F. Desobry, A. Gretton, and C. Doncarli. An online support vector machine for abnomal events detection. Signal Processing, 8(2):52-57, 2006.
    • (2006) Signal Processing , vol.8 , Issue.2 , pp. 52-57
    • Davy, M.1    Desobry, F.2    Gretton, A.3    Doncarli, C.4
  • 9
    • 0004182779 scopus 로고    scopus 로고
    • Linear and nonlinear programming
    • S. G. Nash and A. Sofer. Linear and nonlinear programming. McGrawHill, 37(3-4), 1996.
    • (1996) McGrawHill , vol.37 , Issue.3-4
    • Nash, S.G.1    Sofer, A.2
  • 10
    • 63149180032 scopus 로고    scopus 로고
    • Outlier detection techniques for wireless sensor networks: A survey
    • Technical Report, University of Twente
    • Y. Zhang, N. Meratnia, and P. Havinga. Outlier detection techniques for wireless sensor networks: A survey. Technical Report, University of Twente, 2007.
    • (2007)
    • Zhang, Y.1    Meratnia, N.2    Havinga, P.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.