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Volumn 5326 LNCS, Issue , 2008, Pages 9-16

Kernel regression with a mahalanobis metric for short-term traffic flow forecasting

Author keywords

Euclidean metric; Gradient descent; Kernel regression; Mahalanobis metric; Traffic flow forecasting

Indexed keywords

EIGENVALUES AND EIGENFUNCTIONS; GRADIENT METHODS;

EID: 58049121417     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/978-3-540-88906-9_2     Document Type: Conference Paper
Times cited : (15)

References (13)
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    • William, B.M.: Modeling and Forecasting Vehicular Traffic Flow as a Seasonal Stochastic Time Series Process. Ph.D. Dissertation. Univ. Virginia, Charlottesville, VA (1999)
    • William, B.M.: Modeling and Forecasting Vehicular Traffic Flow as a Seasonal Stochastic Time Series Process. Ph.D. Dissertation. Univ. Virginia, Charlottesville, VA (1999)
  • 2
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    • Short Term Traffic Forecasting Using Time Series Methods
    • Moorthy, C.K., Ratcliffe, B.G.: Short Term Traffic Forecasting Using Time Series Methods. Transp. Plan. Technol. 12, 45-56 (1988)
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    • Moorthy, C.K.1    Ratcliffe, B.G.2
  • 3
    • 0033226152 scopus 로고    scopus 로고
    • Application of Subsets Autoregressive Integrated Moving Average Model for Short-Term Freeway Traffic Volume Forecasting
    • Lee, S., Fambro, D.B.: Application of Subsets Autoregressive Integrated Moving Average Model for Short-Term Freeway Traffic Volume Forecasting. Transp. Res. Rec. 1678, 179-188 (1999)
    • (1999) Transp. Res. Rec , vol.1678 , pp. 179-188
    • Lee, S.1    Fambro, D.B.2
  • 4
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    • The Limitations of Artificial Neural Networks for Traffic Prediction
    • Athens, Greece, pp
    • Hall, J., Mars, P.: The Limitations of Artificial Neural Networks for Traffic Prediction. In: Proc. 3rd IEEE Symp. Computers and Communications, Athens, Greece, pp. 8-12 (1998)
    • (1998) Proc. 3rd IEEE Symp. Computers and Communications , pp. 8-12
    • Hall, J.1    Mars, P.2
  • 5
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    • Dynamic Prediction of Traffic Volume through Kalman Filter Theory
    • Okutani, I., Stephanedes, Y.J.: Dynamic Prediction of Traffic Volume through Kalman Filter Theory. Transp. Res., Part B: Methodol. 18, 1-11 (1984)
    • (1984) Transp. Res., Part B: Methodol , vol.18 , pp. 1-11
    • Okutani, I.1    Stephanedes, Y.J.2
  • 6
    • 84908258002 scopus 로고    scopus 로고
    • Short-Term Traffic Flow Forecasting based on Markov Chain Model
    • Columbus, OH, pp
    • Yu, G., Hu, J., Zhang, C., Zhuang, L., Song, J.: Short-Term Traffic Flow Forecasting based on Markov Chain Model. In: Proc. IEEE Intelligent Vehicles Symp., Columbus, OH, pp. 208-212 (2003)
    • (2003) Proc. IEEE Intelligent Vehicles Symp , pp. 208-212
    • Yu, G.1    Hu, J.2    Zhang, C.3    Zhuang, L.4    Song, J.5
  • 8
    • 33644989492 scopus 로고    scopus 로고
    • A Bayesian Network Approach to Traffic Flow Forecasting
    • Sun, S., Zhang, C.: A Bayesian Network Approach to Traffic Flow Forecasting. IEEE Trans. Intell. Transp. Syst. 7, 124-132 (2006)
    • (2006) IEEE Trans. Intell. Transp. Syst , vol.7 , pp. 124-132
    • Sun, S.1    Zhang, C.2
  • 9
    • 0034205574 scopus 로고    scopus 로고
    • Estimation of AADT from Short Period Counts in Hong Kong-A Comparison between Neural Network Method and Regression Analysis
    • Lam, W.H.K., Xu, J.: Estimation of AADT from Short Period Counts in Hong Kong-A Comparison between Neural Network Method and Regression Analysis. J. Adv. Transp. 34, 249-268 (2000)
    • (2000) J. Adv. Transp , vol.34 , pp. 249-268
    • Lam, W.H.K.1    Xu, J.2
  • 10
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    • Comparison of Parametric and Nonparametric Models for Traffic Flow Forecasting
    • Smith, B.L., Williams, B.M., Oswald, R.K.: Comparison of Parametric and Nonparametric Models for Traffic Flow Forecasting. Transp. Res., Part C: Emerg. Technol. 10, 303-321 (2002)
    • (2002) Transp. Res., Part C: Emerg. Technol , vol.10 , pp. 303-321
    • Smith, B.L.1    Williams, B.M.2    Oswald, R.K.3
  • 11
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    • Non-Parametric Regression and Short-Term Freeway Traffic Forecasting
    • Davis, G.A., Nihan, N.L.: Non-Parametric Regression and Short-Term Freeway Traffic Forecasting. J. Transp. Eng. 177, 178-188 (1991)
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    • Davis, G.A.1    Nihan, N.L.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.