메뉴 건너뛰기




Volumn , Issue , 2011, Pages 154-159

Detecting anomalies to improve classification performance in opportunistic sensor networks

Author keywords

Activity recognition; anomaly detection; classifier fusion; intelligent sensor nodes

Indexed keywords

ACTIVITY RECOGNITION; ANOMALY DETECTION; CLASSIFICATION ACCURACY; CLASSIFICATION PERFORMANCE; CLASSIFIER FUSION; DATA SETS; INTELLIGENT SENSORS;

EID: 79958023700     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/PERCOMW.2011.5766860     Document Type: Conference Paper
Times cited : (13)

References (14)
  • 1
    • 79958064353 scopus 로고    scopus 로고
    • On-line fault detection of sensor measurements
    • jun.
    • F. Koushanfar, M. Potkonjak, and A. Sangiovanni-Vincentelli, "On-line fault detection of sensor measurements," in IEEE Sensors, vol. 3, no. 2, jun 2002, pp. 69-85.
    • (2002) IEEE Sensors , vol.3 , Issue.2 , pp. 69-85
    • Koushanfar, F.1    Potkonjak, M.2    Sangiovanni-Vincentelli, A.3
  • 2
    • 34250722535 scopus 로고    scopus 로고
    • A survey of fault management in wireless sensor networks
    • DOI 10.1007/s10922-007-9062-0
    • L. Paradis and Q. Han, "A survey of fault management in wireless sensor networks," Journal of Network and Systems Management, vol. 15, no. 2, pp. 171-190, 2007. (Pubitemid 46965654)
    • (2007) Journal of Network and Systems Management , vol.15 , Issue.2 , pp. 171-190
    • Paradis, L.1    Han, Q.2
  • 4
    • 0017022844 scopus 로고
    • A survey of design methods for failure detection in dynamic systems
    • A. S. Willsky, "A survey of design methods for failure detection in dynamic systems," Automatica, vol. 12, no. 6, pp. 601 - 611, 1976.
    • (1976) Automatica , vol.12 , Issue.6 , pp. 601-611
    • Willsky, A.S.1
  • 5
    • 0021468997 scopus 로고
    • PROCESS FAULT DETECTION BASED ON MODELING AND ESTIMATION METHODS - A SURVEY
    • DOI 10.1016/0005-1098(84)90098-0
    • R. Isermann, "Process fault detection based on modeling and estimation methods - a survey," Automatica, vol. 20, no. 4, pp. 387 - 404, 1984. (Pubitemid 14664634)
    • (1984) Automatica , vol.20 , Issue.4 , pp. 387-404
    • Isermann Rolf1
  • 6
    • 0025421966 scopus 로고
    • Fault diagnosis in dynamic systems using analytical and knowledge-based redundancy - A survey and some new results
    • P. M. Frank, "Fault diagnosis in dynamic systems using analytical and knowledge-based redundancy - a survey and some new results," Automatica, vol. 26, no. 3, pp. 459-474, 1990.
    • (1990) Automatica , vol.26 , Issue.3 , pp. 459-474
    • Frank, P.M.1
  • 7
    • 0028667329 scopus 로고
    • Hidden Markov models for fault detection in dynamic systems
    • DOI 10.1016/0031-3203(94)90024-8
    • P. Smyth, "Hidden markov models for fault detection in dynamic systems," Pattern Recognition, vol. 27, no. 1, pp. 149 - 164, 1994. (Pubitemid 124017399)
    • (1994) Pattern Recognition , vol.27 , Issue.1 , pp. 149-164
    • Smyth, P.1
  • 8
    • 0034027739 scopus 로고    scopus 로고
    • A cumulative sum type of method for environmental monitoring
    • B. F. J. Manly and D. Mackenzie, "A cumulative sum type of method for environmental monitoring," Environmetrics, vol. 11, no. 2, pp. 151-166, 2000. (Pubitemid 30192158)
    • (2000) Environmetrics , vol.11 , Issue.2 , pp. 151-166
    • Manly, B.F.J.1    Mackenzie, D.2
  • 9
    • 34547260152 scopus 로고    scopus 로고
    • An adaptive cusum-based test for signal change detection
    • IEEE
    • C. Alippi and M. Roveri, "An adaptive cusum-based test for signal change detection," in ISCAS. IEEE, 2006.
    • (2006) ISCAS
    • Alippi, C.1    Roveri, M.2
  • 10
  • 11
    • 0002975203 scopus 로고
    • On the generalised distance in statistics
    • April [Online]. Available
    • P. C. Mahalanobis, "On the generalised distance in statistics," in Proceedings National Institute of Science, India, vol. 2, no. 1, April 1936, pp. 49-55. [Online]. Available: http://ir.isical.ac.in/dspace/handle/1/1268
    • (1936) Proceedings National Institute of Science, India , vol.2 , Issue.1 , pp. 49-55
    • Mahalanobis, P.C.1
  • 12
    • 42549158677 scopus 로고    scopus 로고
    • Wearable activity tracking in car manufacturing
    • DOI 10.1109/MPRV.2008.40, 4487087
    • T. Stiefmeier, D. Roggen, G. Ogris, P. Lukowicz, and G. Tröster, "Wearable activity tracking in car manufacturing," IEEE Pervasive Computing Magazine, pp. 42-50, 2008. (Pubitemid 351575121)
    • (2008) IEEE Pervasive Computing , vol.7 , Issue.2 , pp. 42-50
    • Stiefmeier, T.1    Roggen, D.2    Ogris, G.3    Lukowicz, P.4    Troster, G.5
  • 13
    • 0026860706 scopus 로고
    • Methods of combining multiple classifiers and their applications to handwriting recognition
    • IEEE Transactions on may
    • L. Xu, A. Krzyzak, and C. Suen, "Methods of combining multiple classifiers and their applications to handwriting recognition," Systems, Man and Cybernetics, IEEE Transactions on, vol. 22, no. 3, pp. 418-435, may. 1992.
    • (1992) Systems, Man and Cybernetics , vol.22 , Issue.3 , pp. 418-435
    • Xu, L.1    Krzyzak, A.2    Suen, C.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.