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Research Article

A novel fuzzy inference method for urban incomplete road weight assignment

ORCID Icon & ORCID Icon
Received 13 Mar 2023, Accepted 15 Sep 2023, Published online: 01 Nov 2023

References

  • Akhtar, M., S. Moridpour, and M. Bazant. 2021. “A Review of Traffic Congestion Prediction Using Artificial Intelligence.” Journal of Advanced Transportation 2021:1–18. https://doi.org/10.1155/2021/8878011.
  • Avila, A. M., and I. Mezic. 2020. “Data-Driven Analysis and Forecasting of Highway Traffic Dynamics.” Nature Communications 11 (1): 2090. https://doi.org/10.1038/s41467-020-15582-5.
  • Calabrese, F., M. Colonna, P. Lovisolo, D. Parata, and C. Ratti. 2011. “Real-Time Urban Monitoring Using Cell Phones: A Case Study in Rome.” IEEE Transactions on Intelligent Transportation Systems 12 (1): 141–151. https://doi.org/10.1109/TITS.2010.2074196.
  • Castro, P. S., D. Q. Zhang, C. Chen, S. J. Li, and G. Pan. 2013. “From Taxi GPS Traces to Social and Community Dynamics: A Survey.” ACM Computing Surveys 46 (2): 1–34. https://doi.org/10.1145/2543581.2543584.
  • Chen, P., R. Tong, B. Yu, and Y. P. Wang. 2020. “Reliable Shortest Path Finding in Stochastic Time-Dependent Road Network with Spatial-Temporal Link Correlations: A Case Study from Beijing.” Expert Systems with Applications 147:113192. https://doi.org/10.1016/j.eswa.2020.113192.
  • Deng, S. J., S. Y. Jia, and J. Chen. 2019. “Exploring Spatial-Temporal Relations via Deep Convolutional Neural Networks for Traffic Flow Prediction with Incomplete Data.” Applied Soft Computing 78:712–721. https://doi.org/10.1016/j.asoc.2018.09.040.
  • Guo, Y., B. Li, Z. Lu, and J. Zhou. 2022. “A Novel Method for Road Network Mining from Floating Car Data.” Geo-Spatial Information Science 25 (2): 197–211. https://doi.org/10.1080/10095020.2021.2003165.
  • Hall, J. D., and J. M. Madsen. 2022. “Can Behavioral Interventions Be Too Salient? Evidence from Traffic Safety Messages.” Science 376 (6591): 370. https://doi.org/10.1126/science.abm3427.
  • Huang, B., Q. Wu, and F. B. Zhan. 2007. “A Shortest Path Algorithm with Novel Heuristics for Dynamic Transportation Networks.” International Journal of Geographical Information Science 21 (6): 625–644. https://doi.org/10.1080/13658810601079759.
  • Huo, J., X. H. Wu, C. Lyu, W. B. Zhang, and Z. Y. Liu. 2022. “Quantify the Road Link Performance and Capacity Using Deep Learning Models.” IEEE Transactions on Intelligent Transportation Systems 23 (10): 18581–18591. https://doi.org/10.1109/TITS.2022.3153397.
  • Karamete, B. K., L. Adhami, and E. Glaser. 2021. “An Adaptive Markov Chain Algorithm Applied Over Map-Matching of Vehicle Trip GPS Data.” Geo-Spatial Information Science 24 (3): 484–497. https://doi.org/10.1080/10095020.2020.1866956.
  • Li, B., Z. S. Xu, and Y. X. Zhang. 2021. “Two-Stage Multi-Sided Matching Dispatching Models Based on Improved BPR Function with Probabilistic Linguistic Term Sets.” International Journal of Machine Learning and Cybernetics 12 (1): 151–169. https://doi.org/10.1007/s13042-020-01162-y.
  • Li, X., W. Shu, M. Li, H. Huang, P. Luo, and M. Wu. 2009. “Performance Evaluation of Vehicle-Based Mobile Sensor Networks for Traffic Monitoring.” IEEE Transactions on Vehicular Technology 58 (4): 1647–1653. https://doi.org/10.1109/TVT.2008.2005775.
  • Lu, J., B. Li, H. Li, and A. Al-Barakani. 2021. “Expansion of City Scale, Traffic Modes, Traffic Congestion, and Air Pollution.” Cities 108:102974. https://doi.org/10.1016/j.cities.2020.102974.
  • Mi, J., Y. L. Bai, M. B. Luo, H. Wang, and M. R. Chen. 2019. “Microscopic Estimation of Road Impedance by Decomposing Traffic Delay into Individual Road Segments: An Analytical Approach.” Mathematical Problems in Engineering 2019. https://doi.org/10.1155/2019/3285498.
  • Minguez, R., S. Sanchez-Cambronero, E. Castillo, and P. Jimenez. 2010. “Optimal Traffic Plate Scanning Location for OD Trip Matrix and Route Estimation in Road Networks.” Transportation Research Part B-Methodological 44 (2): 282–298. https://doi.org/10.1016/j.trb.2009.07.008.
  • Mohandes, M. A., T. O. Halawani, S. Rehman, and A. A. Hussain. 2004. “Support Vector Machines for Wind Speed Prediction.” Renewable Energy 29 (6): 939–947. https://doi.org/10.1016/j.renene.2003.11.009.
  • Munizaga, M. A., and C. Palma. 2012. “Estimation of a Disaggregate Multimodal Public Transport Origin-Destination Matrix from Passive Smartcard Data from Santiago, Chile.” Transportation Research Part C-Emerging Technologies 24:9–18. https://doi.org/10.1016/j.trc.2012.01.007.
  • Neuhold, R., and M. Fellendorf. 2014. “Volume Delay Functions Based on Stochastic Capacity.” Transportation Research Record 2421 (1): 93–102. https://doi.org/10.3141/2421-11.
  • Olayode, I. O., L. K. Tartibu, and M. O. Okwu. 2021. “Prediction and Modeling of Traffic Flow of Human-Driven Vehicles at a Signalized Road Intersection Using Artificial Neural Network Model: A South African Road Transportation System Scenario.” Transportation Engineering 6:100095. https://doi.org/10.1016/j.treng.2021.100095.
  • Shang, P., R. Li, J. Guo, K. Xian, and X. Zhou. 2019. “Integrating Lagrangian and Eulerian Observations for Passenger Flow State Estimation in an Urban Rail Transit Network: A Space-Time-State Hyper Network-Based Assignment Approach.” Transportation Research Part B-Methodological 121:135–167. https://doi.org/10.1016/j.trb.2018.12.015.
  • Sun, S., C. Zhang, and G. Yu. 2006. “A Bayesian Network Approach to Traffic Flow Forecasting.” IEEE Transactions on Intelligent Transportation Systems 7 (1): 124–132. https://doi.org/10.1109/TITS.2006.869623.
  • Tang, J., F. Liu, Y. Zou, W. Zhang, and Y. Wang. 2017. “An Improved Fuzzy Neural Network for Traffic Speed Prediction Considering Periodic Characteristic.” IEEE Transactions on Intelligent Transportation Systems 18 (9): 2340–2350. https://doi.org/10.1109/TITS.2016.2643005.
  • Wang, C. X., S. Zourlidou, J. Golze, and M. Sester. 2021. “Trajectory Analysis at Intersections for Traffic Rule Identification.” Geo-Spatial Information Science 24 (1): 75–84. https://doi.org/10.1080/10095020.2020.1843374.
  • Wang, L. H., J. Wu, R. Li, Y. J. Song, J. Y. Zhou, X. P. Rui, and H. W. Xu. 2021. “A Weight Assignment Algorithm for Incomplete Traffic Information Road Based on Fuzzy Random Forest Method.” Symmetry-Basel 13 (9): 1588. https://doi.org/10.3390/sym13091588.
  • Wong, W., and S. C. Wong. 2016. “Network Topological Effects on the Macroscopic Bureau of Public Roads Function.” Transportmetrica A: Transport Science 12 (3): 272–296. https://doi.org/10.1080/23249935.2015.1129650.
  • Xu, Y. Y., L. E. Olmos, S. Abbar, and M. C. Gonzalez. 2020. “Deconstructing Laws of Accessibility and Facility Distribution in Cities.” Science Advances 6 (37). https://doi.org/10.1126/sciadv.abb4112.
  • Yang, B., M. Kaul, and C. S. Jensen. 2014. “Using Incomplete Information for Complete Weight Annotation of Road Networks.” IEEE Transactions on Knowledge and Data Engineering 26 (5): 1267–1279. https://doi.org/10.1109/TKDE.2013.89.
  • Yang, H. 1995. “Heuristic Algorithms for the Bilevel Origin Destination Matrix Estimation Problem.” Transportation Research Part B-Methodological 29 (4): 231–242. https://doi.org/10.1016/0191-2615(95)00003-V.
  • Yao, Y., Z. Peng, and B. Xiao. 2018. “Parallel Hyper-Heuristic Algorithm for Multi-Objective Route Planning in a Smart City.” IEEE Transactions on Vehicular Technology 67 (11): 10307–10318. https://doi.org/10.1109/TVT.2018.2868942.
  • Ye, Q., W. Y. Szeto, and S. C. Wong. 2012. “Short-Term Traffic Speed Forecasting Based on Data Recorded at Irregular Intervals.” IEEE Transactions on Intelligent Transportation Systems 13 (4): 1727–1737. https://doi.org/10.1109/TITS.2012.2203122.
  • Yu, Y., K. Han, and W. Ochieng. 2020. “Day-To-Day Dynamic Traffic Assignment with Imperfect Information, Bounded Rationality and Information Sharing.” Transportation Research Part C-Emerging Technologies 114:59–83. https://doi.org/10.1016/j.trc.2020.02.004.
  • Zhang, T., W. Zhang, and Z. He. 2021. “Measuring Positive Public Transit Accessibility Using Big Transit Data.” Geo-Spatial Information Science 24 (4): 722–741. https://doi.org/10.1080/10095020.2021.1993754.
  • Zhu, A. X., G. Lu, J. Liu, C. Z. Qin, and C. Zhou. 2018. “Spatial Prediction Based on Third Law of Geography.” Annals of GIS 24 (4): 225–240. https://doi.org/10.1080/19475683.2018.1534890.