Have a personal or library account? Click to login
The Use of Multimodal Service Level and Artificial Neural Networks for the Improvement of Public Transport Cover

The Use of Multimodal Service Level and Artificial Neural Networks for the Improvement of Public Transport

Open Access
|Aug 2024

References

  1. MALEANU, M. A., Contributions on the use of neural networks in traffic engineering, PhD. Thesis, Technical University of Civil Engineering Bucharest, 2023.
  2. Transit Capacity and Quality of Service Manual, Third Edition, https://nap.nationalacademies.org/catalog/24766/transit-capacity-and-quality-of-service-manual-third-edition, 26.02.2024.
  3. Multimodal Level of Service Analysis for Urban Streets, https://nap.nationalacademies.org/catalog/14175/multimodal-level-of-service-analysis-for-urban-streets, 26.02.2024.
  4. XIN, Y., FU, L., SACCOMANNO, F. F.: Assessing Transit Level of Service along Travel Corridors: Case Study Using the Transit Capacity and Quality of Service Manual, Transportation Research Record, 1927 (2005) 1, pp. 258-267, doi:10.1177/0361198105192700129
  5. ZUNIGA-GARCIA, N., ROSS, H. W., MACHEMEHL, R. B.: Multimodal Level of Service Methodologies: Evaluation of the Multimodal Performance of Arterial Corridors, Transportation Research Record, 2672 (2018) 15, pp. 142-154, doi:10.1177/0361198118776112
  6. FU, L., XIN, Y.: A New Performance Index for Evaluating Transit Quality of Service, Journal of Public Transportation, 10 (2007) 3, pp. 47-69, doi:10.5038/2375-0901.10.3.4.
  7. HENSHER, D.A., STOPHER, P., BULLOCK, P.: Service quality––developing a service quality index in the provision of commercial bus contracts, Transportation Research Part A-policy and Practice, 37 (2003), pp. 499-517, doi: 10.1016/S0965-8564(02)00075-7
  8. FURTH, P. G., MULLER, T. H. J.: Service Reliability and Hidden Waiting Time: Insights from Automatic Vehicle Location Data, Transportation Research Record, 1955 (2006) 1, pp. 79-87, doi.:10.1177/0361198106195500110
  9. Urban Street Design Guidelines. Adopted by Charlotte City Council October 22, 2007, https://www.charlottenc.gov/files/sharedassets/city/v/1/growth-and-development/documents/dev-center-fees/manual/usdg-full-document.pdf, 26.02.2024.
  10. KHOSRAVI, A., MAZLOUMI, E., NAHAVANDI, S., CREIGHTON, D.C., VAN LINT, J.: A genetic algorithm-based method for improving quality of travel time prediction intervals, Transportation Research Part C-emerging Technologies, 19 (2011), pp. 1364-1376, doi:10.1016/J.TRC.2011.04.002.
  11. JEONG, R., RILETT, R.: Bus arrival time prediction using artificial neural network model, The 7th International IEEE Conference on Intelligent Transportation Systems (IEEE Cat. No.04TH8749) 2004, pp. 988-993, Washington, USA, 3-6 October 2004
  12. MAZLOUMI, E., ROSE, G., CURRIE, G., SARVI, M.: An Integrated Framework to Predict Bus Travel Time and Its Variability Using Traffic Flow Data, Journal of Intelligent Transportation Systems, 15 (2011), pp. 75 – 90, doi: 10.1080/15472450.2011.570109
  13. CELIKOGLU.,H.M.: Application of radial basis function and generalized regression neural networks in non-linear utility function specification for travel mode choice modelling, Mathematical and Computer Modelling: An International Journal, 44 (2006) 7-8, pp. 640–658, doi:10.1016/j.mcm.2006.02.002
  14. XIE, M., LI, X., ZHOU, W., FU, Y.: Forecasting the Short-Term Passenger Flow on High-Speed Railway with Neural Networks, Computational Intelligence and Neuroscience, vol. 2014 (2014,), Article ID 375487, 8 pages, doi: 10.1155/2014/375487
  15. PEI, Y., ZHOU, K., PENG, T.: Prediction Model of Passenger Waiting Time in High-Speed Rail Hub Based on BP Neural Network, Applied Mechanics and Materials, (2013) 321-324, pp.1903 – 1906, doi: 10.4028/www.scientific.net/AMM.321-324.1903
  16. Public transport network from Bucharest-Ilfov, https://stbsa.ro/maps1/Generala.pdf, 26.02.2024.
Language: English
Page range: 1 - 10
Published on: Aug 9, 2024
Published by: Technical University of Civil Engineering of Bucharest
In partnership with: Paradigm Publishing Services
Publication frequency: 2 issues per year

© 2024 Mihai Maleanu, Valentin-Vasile Ungureanu, published by Technical University of Civil Engineering of Bucharest
This work is licensed under the Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 License.