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Volumn 2015-October, Issue , 2015, Pages 2219-2224

Traffic Flow Decomposition and Prediction Based on Robust Principal Component Analysis

Author keywords

[No Author keywords available]

Indexed keywords

FINANCIAL DATA PROCESSING; FORECASTING; INTELLIGENT SYSTEMS; INTELLIGENT VEHICLE HIGHWAY SYSTEMS; MATRIX ALGEBRA; RELIABILITY ANALYSIS; ROBUST CONTROL; TRANSPORTATION;

EID: 84950257798     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ITSC.2015.358     Document Type: Conference Paper
Times cited : (22)

References (20)
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  • 5
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    • Robust PCA based abnormal traffic flow pattern isolation and loop detector fault detection
    • X. Jin, Y. Zhang, L. Li, J. Hu, "Robust PCA based abnormal traffic flow pattern isolation and loop detector fault detection, " Tsinghua Sciences and Technologies, vol. 13, no. 6, pp. 829-835, 2008.
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    • Jin, X.1    Zhang, Y.2    Li, L.3    Hu, J.4
  • 10
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    • Detecting road traffic events by coupling multiple timeseries with nonparametric Bayesian method
    • S. Yang, K. Kalpakis, A. Biem, "Detecting Road Traffic Events by Coupling Multiple Timeseries with Nonparametric Bayesian Method, " IEEE Transactions on Intelligent Transportation Systems, vol. 15, no. 5, pp. 1936-1946, 2014.
    • (2014) IEEE Transactions on Intelligent Transportation Systems , vol.15 , Issue.5 , pp. 1936-1946
    • Yang, S.1    Kalpakis, K.2    Biem, A.3
  • 11
    • 77952741387 scopus 로고    scopus 로고
    • Matrix completion with noise
    • E. J. Cand'es, Y. Plan, "Matrix completion with noise, " Proceedings of the IEEE, vol. 98, no. 6, pp. 925C936, 2010.
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    • Cand'Es, E.J.1    Plan, Y.2
  • 13
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    • Templates for convex cone problems with applications to sparse signal recovery
    • S. Becker, E. J. Cands, and M. Grant, "Templates for convex cone problems with applications to sparse signal recovery, Math. Programm. Comput., vol. 3, no. 3, pp. 165C218, 2011.
    • (2011) Math. Programm. Comput. , vol.3 , Issue.3 , pp. 165C218
    • Becker, S.1    Cands, E.J.2    Grant, M.3
  • 14
    • 71049116435 scopus 로고    scopus 로고
    • Exact matrix completion via convex optimization
    • E. J. Cand'es, B. Recht, "Exact matrix completion via convex optimization, " Foundations of Computational Mathematics, vol. 9, no. 6, pp. 717C772, 2009.
    • (2009) Foundations of Computational Mathematics , vol.9 , Issue.6 , pp. 717C772
    • Cand'Es, E.J.1    Recht, B.2
  • 15
  • 16
    • 84902550168 scopus 로고    scopus 로고
    • A hybrid short-term traffic flow forecasting method based on spectral analysis and statistical volatility model
    • Y. Zhang, Y. Zhang, A. Haghani, "A hybrid short-term traffic flow forecasting method based on spectral analysis and statistical volatility model, " Transportation Research Part C: Emerging Technologies, vol. 43, pp. 65-78, 2014.
    • (2014) Transportation Research Part C: Emerging Technologies , vol.43 , pp. 65-78
    • Zhang, Y.1    Zhang, Y.2    Haghani, A.3
  • 19
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    • A comparison of detrending models and multiregime models for traffic flow prediction
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    • Li, Z.1    Li, Y.2    Li, L.3
  • 20
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    • Traffic prediction, data compression, abnormal data detection and missing data imputation: An integrated study based on the decomposition of traffic time series
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* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.