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Volumn , Issue , 2004, Pages 194-199

A comparison of the performance of artificial neural networks and support vector machines for the prediction of traffic speed

Author keywords

[No Author keywords available]

Indexed keywords

DATA REDUCTION; DATABASE SYSTEMS; INTELLIGENT VEHICLE HIGHWAY SYSTEMS; QUALITY CONTROL; RAILROAD TRAFFIC CONTROL; SAFETY FACTOR; SPEED CONTROL; TRAFFIC SIGNALS;

EID: 4544262864     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper
Times cited : (150)

References (14)
  • 2
    • 0022268551 scopus 로고
    • Time series for vehicle speeds
    • D. Mahalel, and A. S. Hakkert, "Time series for vehicle speeds", Transportation Research, Vol. 19B, No. 3, 1995, pp. 217 - 225.
    • (1995) Transportation Research , vol.19 B , Issue.3 , pp. 217-225
    • Mahalel, D.1    Hakkert, A.S.2
  • 7
    • 4544385722 scopus 로고
    • Data needs for short term link travel time prediction
    • Urban Transportation Center, University of Illinois, Chicago
    • P. Thakuriah, A. Sen, J. Li, N. Liu, F. S. Koppelman, and C. Bhat, "Data Needs For Short Term Link Travel Time Prediction," Advance working paper series number 19, Urban Transportation Center, University of Illinois, Chicago, 1992.
    • (1992) Advance Working Paper Series Number 19 , vol.19
    • Thakuriah, P.1    Sen, A.2    Li, J.3    Liu, N.4    Koppelman, F.S.5    Bhat, C.6
  • 10
    • 0032623401 scopus 로고    scopus 로고
    • Forecasting freeway link ravel times with a multi-layer feed forward neural network
    • D. Park and L. R. Rilett, "Forecasting freeway link ravel times with a multi-layer feed forward neural network," Computer Aided Civil And Infra Structure Engineering, vol. 14, 1999, pp. 358 - 367.
    • (1999) Computer Aided Civil and Infra Structure Engineering , vol.14 , pp. 358-367
    • Park, D.1    Rilett, L.R.2
  • 11
    • 0002473867 scopus 로고
    • Using neural networks to recognize, predict and model traffic
    • M. Bielli, G. Ambrosino and M. Boero, Eds., Netherlands
    • M. S. Dougherty, H. R. Kirby, and R. D. Boyle, "Using neural networks to recognize, predict and model traffic," Artificial Intelligence Applications to Traffic Engrg., M. Bielli, G. Ambrosino and M. Boero, Eds., Netherlands, 1994, pp. 233 - 250.
    • (1994) Artificial Intelligence Applications to Traffic Engrg. , pp. 233-250
    • Dougherty, M.S.1    Kirby, H.R.2    Boyle, R.D.3
  • 12
    • 0036825821 scopus 로고    scopus 로고
    • Kernel methods: A survey of current techniques
    • C. Campbell, "Kernel Methods: A Survey Of Current Techniques," Neuro Computing, Vol. 48, 2002, pp. 63-84.
    • (2002) Neuro Computing , vol.48 , pp. 63-84
    • Campbell, C.1
  • 13
    • 0942289503 scopus 로고    scopus 로고
    • Gear fault detection using artificial neural networks and support vector machines with genetic algorithms
    • B. Samanta, "Gear fault detection using artificial neural networks and support vector machines with genetic algorithms," Mechanical Systems and Signal Processing, Vol.18, 2004, pp. 625 - 644.
    • (2004) Mechanical Systems and Signal Processing , vol.18 , pp. 625-644
    • Samanta, B.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.