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Volumn 13, Issue 6, 2008, Pages 829-835

Robust PCA-Based Abnormal Traffic Flow Pattern Isolation and Loop Detector Fault Detection

Author keywords

loop detector faults; robust principal components analysis (RPCA); traffic flow pattern

Indexed keywords

DATA PROCESSING; DETECTORS; FAULT DETECTION; FLOW PATTERNS; GAIT ANALYSIS; INTELLIGENT VEHICLE HIGHWAY SYSTEMS; TRAFFIC SURVEYS; VEHICLE LOCATING SYSTEMS;

EID: 59349121003     PISSN: 10070214     EISSN: None     Source Type: Journal    
DOI: 10.1016/S1007-0214(08)72208-9     Document Type: Article
Times cited : (21)

References (20)
  • 2
    • 0033680031 scopus 로고    scopus 로고
    • Turochy R E, Smith B L. Applying quality control to traffic condition monitoring. In: Proceedings of IEEE Conference on Intelligent Transportation Systems. Dearborn, MI, USA, 2000: 15-20.
    • Turochy R E, Smith B L. Applying quality control to traffic condition monitoring. In: Proceedings of IEEE Conference on Intelligent Transportation Systems. Dearborn, MI, USA, 2000: 15-20.
  • 3
    • 33646691798 scopus 로고    scopus 로고
    • Enhancing short-term traffic forecasting with traffic condition information
    • Turochy R.E. Enhancing short-term traffic forecasting with traffic condition information. Journal of Transportation Engineering 132 6 (2006) 469-474
    • (2006) Journal of Transportation Engineering , vol.132 , Issue.6 , pp. 469-474
    • Turochy, R.E.1
  • 5
    • 34547308807 scopus 로고    scopus 로고
    • Chen Y D, Hu J M, Zhang Y, Li Y. Traffic data analysis using kernel PCA and self-organizing map. In: Proceedings of IEEE Intelligent Vehicles Symposium. Tokyo, Japan, 2006: 472-477.
    • Chen Y D, Hu J M, Zhang Y, Li Y. Traffic data analysis using kernel PCA and self-organizing map. In: Proceedings of IEEE Intelligent Vehicles Symposium. Tokyo, Japan, 2006: 472-477.
  • 6
    • 37249035184 scopus 로고    scopus 로고
    • Simultaneously prediction of network traffic flow based on PCA-SVR
    • Jin X.X., Zhang Y., and Yao D.Y. Simultaneously prediction of network traffic flow based on PCA-SVR. Lecture Notes on Computer Science 4492 (2007) 1022-1031
    • (2007) Lecture Notes on Computer Science , vol.4492 , pp. 1022-1031
    • Jin, X.X.1    Zhang, Y.2    Yao, D.Y.3
  • 7
    • 59349093052 scopus 로고    scopus 로고
    • Dailey D J. Improved error detection for inductive loop sensors. Report No. WA-RD 300.1. Washington State Department of Transportation, Seattle, USA, 1993.
    • Dailey D J. Improved error detection for inductive loop sensors. Report No. WA-RD 300.1. Washington State Department of Transportation, Seattle, USA, 1993.
  • 8
    • 0342637313 scopus 로고    scopus 로고
    • Aid to determining freeway metering rates and detecting loop errors
    • Nihan N. Aid to determining freeway metering rates and detecting loop errors. Journal of Transportation Engineering 123 6 (1997) 454-458
    • (1997) Journal of Transportation Engineering , vol.123 , Issue.6 , pp. 454-458
    • Nihan, N.1
  • 9
    • 1942472972 scopus 로고    scopus 로고
    • Detecting errors and imputing missing data for single-loop surveillance systems
    • Chen C., Kwon J., Rice J., et al. Detecting errors and imputing missing data for single-loop surveillance systems. Transportation Research Record 1855 (2003) 160-167
    • (2003) Transportation Research Record , vol.1855 , pp. 160-167
    • Chen, C.1    Kwon, J.2    Rice, J.3
  • 12
    • 0000263797 scopus 로고
    • Projection pursuit
    • Huber P.J. Projection pursuit. The Annals of Statistics 13 2 (1985) 435-475
    • (1985) The Annals of Statistics , vol.13 , Issue.2 , pp. 435-475
    • Huber, P.J.1
  • 13
    • 59349117395 scopus 로고    scopus 로고
    • Shyu M L, Chen S C, Sarinnapakorn K, Chang L W. A novel anomaly detection scheme based on principal component classifier. In: Proceedings of IEEE Foundations and New Directions of Data Mining. Melbourne, Florida, USA, 2003: 171-179.
    • Shyu M L, Chen S C, Sarinnapakorn K, Chang L W. A novel anomaly detection scheme based on principal component classifier. In: Proceedings of IEEE Foundations and New Directions of Data Mining. Melbourne, Florida, USA, 2003: 171-179.
  • 14
    • 0002954125 scopus 로고
    • Robust estimates, residuals and outlier detection with multiresponse data
    • Gnanadesikan R., and Kettenring J.R. Robust estimates, residuals and outlier detection with multiresponse data. Biometrics 28 (1972) 81-124
    • (1972) Biometrics , vol.28 , pp. 81-124
    • Gnanadesikan, R.1    Kettenring, J.R.2
  • 15
    • 0032680362 scopus 로고    scopus 로고
    • A fast algorithm for the minimum covariance determinant estimator
    • Rousseeuw P.J., and Driessen K. A fast algorithm for the minimum covariance determinant estimator. Technometrics 41 (1999) 212-223
    • (1999) Technometrics , vol.41 , pp. 212-223
    • Rousseeuw, P.J.1    Driessen, K.2
  • 16
    • 0000263797 scopus 로고
    • Projection pursuit
    • Huber P.J. Projection pursuit. The Annals of Statistics 13 2 (1985) 435-475
    • (1985) The Annals of Statistics , vol.13 , Issue.2 , pp. 435-475
    • Huber, P.J.1
  • 17
    • 18744376591 scopus 로고    scopus 로고
    • High breakdown estimators for principal components: The projection-pursuit approach revisited
    • Croux C., and Ruiz-Gazen A. High breakdown estimators for principal components: The projection-pursuit approach revisited. Journal of Multivariate Analysis 95 (2005) 206-226
    • (2005) Journal of Multivariate Analysis , vol.95 , pp. 206-226
    • Croux, C.1    Ruiz-Gazen, A.2
  • 18
    • 84984285731 scopus 로고    scopus 로고
    • Robust principal component analysis by projection pursuit
    • Xie Y.L., Wang J.H., Liang Y.Z., et al. Robust principal component analysis by projection pursuit. Journal of Chemometrics 7 6 (2005) 527-541
    • (2005) Journal of Chemometrics , vol.7 , Issue.6 , pp. 527-541
    • Xie, Y.L.1    Wang, J.H.2    Liang, Y.Z.3
  • 19
    • 13444287831 scopus 로고    scopus 로고
    • Robpca: A new approach to robust principal components analysis
    • Hubert M., Rousseeuw P., and Branden K.V. Robpca: A new approach to robust principal components analysis. Technometrics 47 1 (2005) 64-79
    • (2005) Technometrics , vol.47 , Issue.1 , pp. 64-79
    • Hubert, M.1    Rousseeuw, P.2    Branden, K.V.3
  • 20
    • 33747331979 scopus 로고    scopus 로고
    • A comparison of three procedures for robust PCA in high dimensions
    • Engelen S., Hubert M., and Branden K.V. A comparison of three procedures for robust PCA in high dimensions. Austrian Journal of Statistics 34 2 (2005) 117-126
    • (2005) Austrian Journal of Statistics , vol.34 , Issue.2 , pp. 117-126
    • Engelen, S.1    Hubert, M.2    Branden, K.V.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.