An alternative approach for modelling and simulation of traffic data: Artificial neural networks

Simulation Modelling Practice and Theory

Volumn 12, Issue 5, 2004, Pages 351-362

  Kalyoncuoglu, S Figen ^a   Tigdemir, Mesut ^a  

^a SULEYMAN DEMIREL UNIVERSITY   (Turkey)

Author keywords

Data mining; Explorative dataset analysis; Identification; Neural network; Simulation; Traffic model problem

Indexed keywords

ACCIDENTS; COMPUTER SIMULATION; COMPUTER SOFTWARE; DATA MINING; MATHEMATICAL MODELS; NEURAL NETWORKS;

EXPLORATIVE DATASET ANALYSIS; IDENTIFICATION; TRAFFIC MODEL PROBLEM;

DATA REDUCTION;

EID: 3242723964     PISSN: 1569190X     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.simpat.2004.04.002     Document Type: Article

References (13)

1. S.F. Kalyoncuoglu, Analysis of driver behaviors influencing traffic safety in Turkey, I.T.U. Natural and Applied Science Institute, Ph.D. thesis, Istanbul, 1999 (in Turkish).
2. I. Efil, The role of psychotechnique to minimize of work accidents, II. Seminar für Verkehrssicherheit und Psychotechnische Anwendungen, Universitat Uludag, Bursa, 1990, pp.75-100 (in Turkish).
3. Evans L. Traffic Safety and The Driver. 1991;Van Nostrand Reinhold, New York, NY.
4. Mannering F.L. Male/female driver, characteristics and accident risk. Accident Anal. Prev. 25:1993;77-84.
5. Labergenadeau C., Maag U., Bourbeau R. The effects of age and experience on accidents with injuries-should the licensing age be raised? Accident Anal. Prev. 24:1992;107-116.
6. Woodson W.E., Tillman B., Tillman P. Human Factors Design Handbook. 1992;696-710 Mc Graw Hill, New York, NY.
7. Greenshields B.D. Changes in driver performance with time in driving. Highway Res. Record. 9:1996;11-18.
8. Himanen V., Nijkamp P., Reggiani A., Raitio J. Neural Networks In Transport Applications. 1998;Ashgate, USA.
9. B. Belgarovi, J.M. Blosseville, A Road Traffic Application of Neural Techniques, Recherche Tranports Sec. Eng., No. 9, Washington, DC, 1993, 53-65.
10. V.P. Huang, D. Prahlad Pant, A simulation neural network model for evaluating dilemma zone problems, in: 73rd Annual Meeting of Transportation Research Board, Washington, DC, 1994, pp. 9-13.
11. S.M. Chin, H.L. Huang, T. Per, Using neural networks to synthesize origin-destination flows in a traffic circle, in: 73rd Annual Meeting Of Transportation Research Board, Washington, DC, 1994, pp. 9-13.
12. Lin C.T., Lee C.S. Neural network based fuzzy logic control and decision systems. IEEE Trans. Comp. 40(12):1991;1320-1336.
13. T. Loton, H.N. Koutsopoulos, Approximate reasoning models for route charce behaviour in the presence of information in Daganzo, in: Proceedings of 12th International Symposium on Transportation and Traffic Theory, 1993, pp. 71-88.