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2025
Fusing lane-level flow inference and multi-step RL for adaptive traffic signal coordination
International Journal of Machine Learning and Cybernetics
2025
Mobility Management With AI
IEEE Access
2025
Predicting container intermodal transport arrival times: An approach based on IoT data
Internet of Things
2025
SAE Technical Paper Series
2025
DeepST-Net: Leveraging Spatiotemporal Data Refinement for Enhanced Travel Time Prediction
Applied Sciences
2025
Complex seasonality in bus urban mobility: assessment of individual and ensemble prediction models
Transportmetrica B: Transport Dynamics
2025
Neural network insights: explainable artificial intelligence (XAI) and hyper-parameter dynamics for precise travel time predictions
International Journal of Computers and Applications
2025
Services for Connected, Cooperated, and Automated Mobility based on Big Data and Artificial Intelligence: The SHOW project paradigm
Open Research Europe
2025
Bus Arrival Time Prediction: A Comprehensive Review
IEEE Transactions on Intelligent Transportation Systems
2025
Ten quick tips for improving estimated time of arrival predictions using machine learning in logistics and transportation systems
PeerJ Computer Science
2024
Multimodal urban mobility solutions for a smart campus using artificial neural networks for route determination and an algorithm for arrival time prediction
Engineering Applications of Artificial Intelligence
2024
A microscopic public transportation simulation framework based on machine learning
Journal of Public Transportation
2024
Enhancing vessel arrival time prediction: A fusion-based deep learning approach
Expert Systems with Applications
2024
Travel time prediction for an intelligent transportation system based on a data-driven feature selection method considering temporal correlation
Transportation Engineering
2024
Bayesian Modeling of Travel Times on the Example of Food Delivery: Part 2—Model Creation and Handling Uncertainty
Electronics
2024
Improving Urban Travel Time Estimation Using Gaussian Mixture Models
IEEE Transactions on Intelligent Transportation Systems
2024
Bayesian Modeling of Travel Times on the Example of Food Delivery: Part 1—Spatial Data Analysis and Processing
Electronics
2024
DEVS: Secure and optimal decentralized energy trading scheme for Electric Vehicle and Charging Station using game theory
Concurrency and Computation: Practice and Experience
2024
Estimating travel time in the Helsinki region utilising sequential Bayesian inference
Proceedings of the Institution of Civil Engineers - Municipal Engineer
2024
Real-Time Bus Departure Prediction Using Neural Networks for Smart IoT Public Bus Transit
IoT
2024
2024 IEEE 27th International Conference on Intelligent Transportation Systems (ITSC)
2023
2023 IEEE 26th International Conference on Intelligent Transportation Systems (ITSC)
2023
A new approach to COVID-19 data mining: A deep spatial–temporal prediction model based on tree structure for traffic revitalization index
Data & Knowledge Engineering
2023
Lecture Notes in Intelligent Transportation and Infrastructure
2023
The GNAR-edge model: a network autoregressive model for networks with time-varying edge weights
Journal of Complex Networks
2022
Predictive Proactive Caching in VANETs for Social Networking
IEEE Transactions on Vehicular Technology
2022
2022 IEEE 25th International Conference on Intelligent Transportation Systems (ITSC)
2022
2022 IEEE 7th International Conference on Intelligent Transportation Engineering (ICITE)
2022
Comparative Validation of Spatial Interpolation Methods for Traffic Density for Data-driven Travel-time Prediction
International Journal of Intelligent Transportation Systems Research
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