From Travel Times to Lane-Based Hourly Traffic Flow: An Explainable Machine Learning Framework
Data Science for Transportation 7, 18, 2025
Projects
Publications
Mixed traffic microscopic interactions modelling in shared space using machine learning
Advances in Transportation Studies 65, 2025
Leveraging multisource data for οff-street parking occupancy prediction: A twofold analysis
International Journal of Transportation Science and Technology, 2025
AI assisted dynamic bus lane control in connected urban environments: the case of intermittent dynamic bus lanes
2023 IEEE 26th International Conference on Intelligent Transportation …, 2024
Reconstructing mobility from smartphone data: Empirical evidence of the effects of COVID-19 pandemic crisis on working and leisure
Transport Policy 146, 241-254, 2024
Reinforcement Learning for Efficient Bus Priority Systems: Balancing Transit Efficiency and Traffic Impact
Data Science for Transportation 6 (2), 16, 2023
Effects of Driving Behavior on Fuel Consumption with Explainable Gradient Boosting Decision Trees
8th International Conference on Models and Technologies for Intelligent Transportation Systems (MT-ITS), IEEE, 2023
A Deep Learning Framework For Modeling Pedestrian–Vehicle Interactions In Shared Space
8th International Conference on Models and Technologies for Intelligent Transportation Systems (MT-ITS), IEEE, 2023
Shared space multi-modal traffic modeling using LSTM networks with repulsion map and an intention-based multi-loss function
Transportation Research Part C: Emerging Technologies 150, 104104, 2023
Integrated Signal and Bus Lane Control: An Intersection-Level Approach
2023 IEEE 26th International Conference on Intelligent Transportation …, 2023
Impact assessment in the era of multimodality and cooperation in transport
Transportation Research Procedia 72, 3964-3971, 2023
Urban road network resilience metrics and their relationship: Some experimental findings
Case Studies on Transport Policy 10 (4), 2377-2392, 2022
Understanding user perception and feelings for autonomous mobility on demand in the COVID-19 pandemic era
Transportation Research Interdisciplinary Perspectives16, 100692, 2022
Smartphone sensing for understanding driving behavior: Current practice and challenges
International Journal of Transportation Science and Technology10(3), 266-282, 2021
Deep survival analysis of searching for on-street parking in urban areas
Transportation Research Part C: Emerging Technologies 128, 103173, 2021
Temporal analysis of driving efficiency using smartphone data
Accident Analysis & Prevention 154, 106081, 2021
Eco-driving and its impacts on fuel efficiency: An overview of technologies and data-driven methods
Sustainability 13 (1), 226, 2020
PHD Theses
Integrating the Concept of Generic Resilience in Urban Road Networks Traffic Management
2025
Dynamic space sharing schemes in urban networks
2021