Investigating machine learning for simulating urban transport patterns: A comparison with traditional macro-models (original) (raw)
Related papers
2018
Traffic Flow Prediction Using Machine Learning
Third International Conference “Transport for Today’s Society “, 2021
Reconstructing commuters network using machine learning and urban indicators
Scientific Reports, 2019
Machine Learning and statistic predictive modeling for road traffic flow
International Journal of Traffic and Transportation Management, 2021
2018
Traffic Prediction for Intelligent Transportation Systems Using Machine Learning
International Journal of Scientific Research in Science, Engineering and Technology IJSRSET
International Journal of Scientific Research in Science, Engineering and Technology, 2023
Modeling Urban Traffic by Means of Traffic Density Data: Istanbul Case
emrah sezer, Tutku Tuncalı Yaman
Intelligent and Fuzzy Techniques: Smart and Innovative Solutions. INFUS 2020. Advances in Intelligent Systems and Computing, vol 1197, 2021
IEEE Transactions on Knowledge and Data Engineering, 2021
A Comparison of Machine Learning Methods for the Prediction of Traffic Speed in Urban Places
Sustainability, 2019
Urban Land-Use Transport Interaction modelling: State of the art and applications
2007
2020
Journal of Advanced Transportation, 2021
IRJET, 2024
Predicting travel flows with spatially explicit aggregate models
Transportation Research Part A: Policy and Practice, 2018
Indonesian Journal of Electrical Engineering and Computer Science, 2019
Transportation Research Procedia, 2019
Coupled microscopic modelling of traffic demand and traffic flow on a city level
2016
Luciano Comelli, Gaetano Fusco
Journal of Advanced Transportation, 2020
Traffic Flow Prediction using Machine Learning Techniques -A Systematic Literature Review
Srinivas Publication, 2022
Journal of Transport Geography
Machine Learning Based Traffic Volume Count Prediction
IRJET, 2022
Comparison of Traffic Flow Models with Real Traffic Data Based on a Quantitative Assessment
Applied Sciences
Spatio-temporal Traffic Flow Prediction
2017
Canadian Journal of Civil Engineering, 2019
Traffic Prediction For Intelligent Transport System Using Machine Learning
International Journal of Scientific Research in Science, Engineering and Technology IJSRSET
International Journal of Scientific Research in Science, Engineering and Technology, 2023
International Journal for Research in Applied Science and Engineering Technology, 2023
A land-use transport-interaction framework for large scale strategic urban modeling
Eleni Kalantzi, Fulvio D Lopane, R. Milton
Computers, Environment and Urban Systems, 2023
A Novel Mixed Method of Machine Learning Based Models in Vehicular Traffic Flow Prediction
Proceedings of the International Conference on Modeling Analysis and Simulation of Wireless and Mobile Systems on International Conference on Modeling Analysis and Simulation of Wireless and Mobile Systems
Toward simulating entire cities with behavioral models of traffic
IBM Journal of Research and Development, 2000
2021 International Conference on UK-China Emerging Technologies (UCET)
Modeling and Characterization of Traffic Flows in Urban Environments
Jorge Luis Zambrano-Martinez, Ph.D
MDPI Sensors
Predicted congestions never occur. On the gap between transport modelling and human behaviour
Transport Problems, 2011