메뉴 건너뛰기




Volumn 4492 LNCS, Issue PART 2, 2007, Pages 1022-1031

Simultaneously prediction of network traffic flow based on PCA-SVR

Author keywords

[No Author keywords available]

Indexed keywords

DATA ACQUISITION; DATA REDUCTION; INTELLIGENT VEHICLE HIGHWAY SYSTEMS; PRINCIPAL COMPONENT ANALYSIS; REAL TIME SYSTEMS;

EID: 37249035184     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/978-3-540-72393-6_121     Document Type: Conference Paper
Times cited : (68)

References (15)
  • 1
    • 0037336276 scopus 로고    scopus 로고
    • Traffic Prediction Using Multivariate Nonparametric Regression
    • Stephen Clark: Traffic Prediction Using Multivariate Nonparametric Regression. Journal of Transportation Engineering. (2003) 161-168
    • (2003) Journal of Transportation Engineering , pp. 161-168
    • Stephen Clark1
  • 2
    • 0035563672 scopus 로고    scopus 로고
    • Billy: Multivariate Vehicular Traffic Flow Prediction: Evaluation of ARIMAX Modeling
    • Williams, M., Billy: Multivariate Vehicular Traffic Flow Prediction: Evaluation of ARIMAX Modeling. Transportation Research Board. (2001) 194-200
    • (2001) Transportation Research Board , pp. 194-200
    • Williams, M.1
  • 3
    • 0001477735 scopus 로고    scopus 로고
    • Macroscopic Modeling of Freeway Traffic Using an Artificial Neural Network
    • Zhang, H., Ritchie, S.G., Lo, Z.P.: Macroscopic Modeling of Freeway Traffic Using an Artificial Neural Network. Transportation Research Record (2000) 110-119
    • (2000) Transportation Research Record , pp. 110-119
    • Zhang, H.1    Ritchie, S.G.2    Lo, Z.P.3
  • 6
    • 0036825901 scopus 로고    scopus 로고
    • Modified Support Vector Machines in Financial Time Series Forecasting
    • Francis, EH., TAY, L., Cao, J.: Modified Support Vector Machines in Financial Time Series Forecasting. Neurocomputing, 48 (2002) 847-861
    • (2002) Neurocomputing , vol.48 , pp. 847-861
    • Francis, E.H.1    TAY, L.2    Cao, J.3
  • 7
    • 0032997601 scopus 로고    scopus 로고
    • A Neural Network Model to Forecast Japanese Demand for Travel to Hong Kong
    • Rob Law, Norman Au: A Neural Network Model to Forecast Japanese Demand for Travel to Hong Kong. Tourism Management, 20 (1999) 87-97
    • (1999) Tourism Management , vol.20 , pp. 87-97
    • Rob Law, N.A.1
  • 8
    • 0005424677 scopus 로고    scopus 로고
    • The Theoretical Models of Urban Traffic Flow Guidance Based on Higher-order Generalized Neural Network
    • in Chinese
    • Yang, Z., Jiang G.: The Theoretical Models of Urban Traffic Flow Guidance Based on Higher-order Generalized Neural Network. Journal of Highway and Transportation Research and Development. 115 (1998) 16-19 (in Chinese)
    • (1998) Journal of Highway and Transportation Research and Development , vol.115 , pp. 16-19
    • Yang, Z.1    Jiang, G.2
  • 11
    • 0035181296 scopus 로고    scopus 로고
    • Optimal control by least squares support vector machines
    • Suykens, J.A.K., Vandewalle, J., De Moor, B.: Optimal control by least squares support vector machines. Neural Networks, 14 (2001) 23-35
    • (2001) Neural Networks , vol.14 , pp. 23-35
    • Suykens, J.A.K.1    Vandewalle, J.2    De Moor, B.3
  • 13
    • 0016576853 scopus 로고
    • A Coordinate Transformation Method for The Numerical Solution of Nonlinear Minimum-Time Control Problems
    • Kwon, Y.D., Evans, L.B.: A Coordinate Transformation Method for The Numerical Solution of Nonlinear Minimum-Time Control Problems. AIChE J., 21 (1975) 1158-1164
    • (1975) AIChE J , vol.21 , pp. 1158-1164
    • Kwon, Y.D.1    Evans, L.B.2
  • 14
    • 37249006859 scopus 로고    scopus 로고
    • Structural Analysis of Network Traffic Flow
    • in press
    • Jin, X., Zhang Y.: Structural Analysis of Network Traffic Flow, in press
    • Jin, X.1    Zhang, Y.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.