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Volumn 39, Issue 10, 2012, Pages 9087-9096

Ensemble based sensing anomaly detection in wireless sensor networks

Author keywords

Binary classifier; Data accuracy; Ensemble based systems; Sensors anomalies; Wireless sensor networks

Indexed keywords

ANOMALY DETECTION; BINARY CLASSIFIERS; DATA ACCURACY; DECISIONAL SYSTEM; DYNAMIC ENVIRONMENTS; DYNAMICAL MODEL; HOSTILE ENVIRONMENTS; PHYSICAL CHARACTERISTICS; SENSING DATA; SENSOR BEHAVIOR; WIRELESS SENSOR NETWORK (WSN);

EID: 84859212083     PISSN: 09574174     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.eswa.2012.02.036     Document Type: Article
Times cited : (53)

References (31)
  • 1
    • 78049530724 scopus 로고    scopus 로고
    • Detection of process anomalies using an improved statistical learning framework
    • S.H. An, G. Heo, and S.H. Chang Detection of process anomalies using an improved statistical learning framework Expert Systems with Applications 38 3 2011 1356 1363
    • (2011) Expert Systems with Applications , vol.38 , Issue.3 , pp. 1356-1363
    • An, S.H.1    Heo, G.2    Chang, S.H.3
  • 5
    • 34247114268 scopus 로고    scopus 로고
    • Diagnosing anomalies and identifying faulty nodes in sensor networks
    • V. Chatzigiannakis, and S. Papavassiliou Diagnosing anomalies and identifying faulty nodes in sensor networks IEEE Sensors Journal 7 5 2007 637 645
    • (2007) IEEE Sensors Journal , vol.7 , Issue.5 , pp. 637-645
    • Chatzigiannakis, V.1    Papavassiliou, S.2
  • 7
    • 0034250160 scopus 로고    scopus 로고
    • An experimental comparison of three methods for constructing ensembles of decision trees: Bagging, boosting, and randomization
    • T.G. Dietterich An experimental comparison of three methods for constructing ensembles of decision trees: Bagging, boosting, and randomization Machine Learning 40 2 2000 139 157
    • (2000) Machine Learning , vol.40 , Issue.2 , pp. 139-157
    • Dietterich, T.G.1
  • 8
    • 67349220171 scopus 로고    scopus 로고
    • Boosting k-nearest neighbor classifier by means of input space projection
    • N. García-Pedrajas, and D. Ortiz-Boyer Boosting k-nearest neighbor classifier by means of input space projection Expert Systems with Applications 36 7 2009 10570 10582
    • (2009) Expert Systems with Applications , vol.36 , Issue.7 , pp. 10570-10582
    • García-Pedrajas, N.1    Ortiz-Boyer, D.2
  • 14
    • 71349086364 scopus 로고    scopus 로고
    • Ensemble with neural networks for bankruptcy prediction
    • M. Kim, and D. Kang Ensemble with neural networks for bankruptcy prediction Expert Systems with Applications 37 4 2010 3373 3379
    • (2010) Expert Systems with Applications , vol.37 , Issue.4 , pp. 3373-3379
    • Kim, M.1    Kang, D.2
  • 15
    • 0037403516 scopus 로고    scopus 로고
    • Measures of diversity in classifier ensembles and their relationship with the ensemble accuracy
    • L. Kuncheva, and C. Whitaker Measures of diversity in classifier ensembles and their relationship with the ensemble accuracy Machine Learning 51 2 2003 181 207
    • (2003) Machine Learning , vol.51 , Issue.2 , pp. 181-207
    • Kuncheva, L.1    Whitaker, C.2
  • 16
    • 80255137421 scopus 로고    scopus 로고
    • Case-based reasoning ensemble and business application: A computational approach from multiple case representations driven by randomness
    • H. Li, and J. Sun Case-based reasoning ensemble and business application: A computational approach from multiple case representations driven by randomness Expert Systems with Applications 39 3 2012 3298 3310
    • (2012) Expert Systems with Applications , vol.39 , Issue.3 , pp. 3298-3310
    • Li, H.1    Sun, J.2
  • 22
    • 84944408768 scopus 로고    scopus 로고
    • Matlab fuzzy logic toolbox
    • MathWorks Natick, MA: The Math Works Inc
    • MathWorks (2002). Matlab fuzzy logic toolbox. User's guide version 2. Natick, MA: The Math Works Inc.
    • (2002) User's Guide Version 2
  • 23
    • 33748611921 scopus 로고    scopus 로고
    • Ensemble based systems in decision making
    • R. Polikar Ensemble based systems in decision making IEEE Circuits and Systems Magazine 6 3 2006 21 45
    • (2006) IEEE Circuits and Systems Magazine , vol.6 , Issue.3 , pp. 21-45
    • Polikar, R.1
  • 26
  • 28
    • 77956619458 scopus 로고    scopus 로고
    • A comparative assessment of ensemble learning for credit scoring
    • G. Wang, J.X. Hao, J. Ma, and H.B. Jiang A comparative assessment of ensemble learning for credit scoring Expert Systems with Applications 38 1 2011 223 230
    • (2011) Expert Systems with Applications , vol.38 , Issue.1 , pp. 223-230
    • Wang, G.1    Hao, J.X.2    Ma, J.3    Jiang, H.B.4
  • 31
    • 0026858012 scopus 로고
    • Rotation-base RLS algorithms: Unified derivations, numerical properties and parallel implementations
    • B. Yang, and J.F. Bohme Rotation-base RLS algorithms: Unified derivations, numerical properties and parallel implementations IEEE Transactions on Signal Processing 40 5 1992 1151 1166
    • (1992) IEEE Transactions on Signal Processing , vol.40 , Issue.5 , pp. 1151-1166
    • Yang, B.1    Bohme, J.F.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.