Papathanasopoulou, Vasileia;Mahajan, Vishal;Koutsopoulos, Haris N.;Antoniou, Constantinos
Data-driven traffic prediction and simulation models: mobility patterns using machine learning techniques
Mobility Patterns, Big Data and Transport Analytics
Elsevier
2026

Singh, Ramandeep;Abouelela, Mohamed;Antoniou, Constantinos
Inequalities in mobility: data-driven analysis of social equity issues in transport
Mobility Patterns, Big Data and Transport Analytics
Elsevier
2026

Adamidis, Filippos;Zame, Shahriar Iqbal;Antoniou, Constantinos
Comparative Analysis of Interpretable Data‐Driven and Analytical Car‐Following Models on Highways: Robustness, Sensitivity and Transferability
IET Intelligent Transport Systems
2026
20
1

Hassanzada, Mohammad Javad;Yamnenko, Iuliia;Antoniou, Constantinos
Exploring the role of wavelet decomposition order in deep learning-based network-wide traffic prediction
Journal of Traffic and Transportation Engineering (English Edition)
2026
13
1
148-167

Yang, Ningkang;Singh, Ramandeep;Shtykalo, Oleksandr;Yamnenko, Iuliia;Antoniou, Constantinos
Vertical federated learning for transport mode detection using multi-modality data
Transportation Research Part C: Emerging Technologies
2026
184
105546

Tzachristas, Ioannis;Narayanan, Santhanakrishnan;Antoniou, Constantinos
LLM-PDM: An LLM Persona-Driven Method for replicating personal mobility preferences at scale
Communications in Transportation Research
2026
6
1
9640004

Fu, Mengying;Othman, Mohammed M.;Moeckel, Rolf;Hornung, Mirko;Antoniou, Constantinos
User preferences for Regional Air Mobility: Insights from Germany
Journal of Air Transport Management
2026
132
102934

Guo, Jia;Kang, Xiao yan;Susilo, Yusak;Antoniou, Constantinos;Pernestål, Anna
Changes in the Service Evaluations of Automated Buses Over Time: A One-Year, Three-Wave Panel Study in Stockholm
Journal of Urban Technology
2026
33
3
5-25

Qu, Xiaobo;Li, Keqiang;Antoniou, Constantinos;Geroliminis, Nikolas;Wang, Shuaian
Future transportation: Integrated research agenda on system, technology, equity, and sustainability
Communications in Transportation Research
2026
6
2
9640028

Lu, Teer;Sadrani, Mohammad;Singh, Ramandeep;Zheng, Han;Chen, Junhua;Liu, Yuxuan;Antoniou, Constantinos
Exploring Fairness in Train Timetabling and Rolling Stock Scheduling with Flexible (Un)coupling in a Y-Shaped Network
Urban Rail Transit
2026
12
3
400-427