Evaluation Mechanism for Decentralised Collaborative Pattern Learning in Heterogeneous Vehicular Networks
Journal Article
Qiao, C., Qiu, J., Tan, Z., Min, G., Zomaya, A. Y., & Tian, Z. (2023)
Evaluation Mechanism for Decentralised Collaborative Pattern Learning in Heterogeneous Vehicular Networks. IEEE Transactions on Intelligent Transportation Systems, 24(11), 13123 - 13132. https://doi.org/10.1109/TITS.2022.3186630
Collaborative machine learning, especially Feder-ated Learning (FL), is widely used to build high-quality Machine Learning (ML) models in the Internet of Vehicles (IoV). In th...
The Impact Of COVID-19 On Future Public Transport Use In Scotland
Journal Article
Downey, L., Fonzone, A., Fountas, G., & Semple, T. (2022)
The Impact Of COVID-19 On Future Public Transport Use In Scotland. Transportation Research Part A: Policy and Practice, 163, 338-352. https://doi.org/10.1016/j.tra.2022.06.005
This paper examines the determinants of changes in future public transport use in Scotland after the COVID-19 pandemic. An online questionnaire was distributed to 994 Scottish...
The impact of public-private partnerships for roadway projects on traffic safety: An exploratory empirical analysis of crash frequencies
Journal Article
Sonduru Pantangi, S., Fountas, G., Tawfiq Sarwar, M., Bhargava, A., Mohan, S. B., Savolainen, P., & Ch. Anastasopoulos, P. (2022)
The impact of public-private partnerships for roadway projects on traffic safety: An exploratory empirical analysis of crash frequencies. Analytic Methods in Accident Research, 33, Article 100192. https://doi.org/10.1016/j.amar.2021.100192
Since the mid-2000s, Public-Private Partnerships (PPP) have been established in transportation infrastructure projects as an effective alternative to the traditional procureme...
Designing Interaction and Interfaces for Automated Vehicles: User-Centred Ecological Design and Testing
Book
Stanton, N. A., Revell, K. M. A., & Langdon, P. (Eds.)
(2021). Designing Interaction and Interfaces for Automated Vehicles: User-Centred Ecological Design and Testing. Boca Raton, FL: CRC Press. https://doi.org/10.1201/9781003050841
Driving automation and autonomy are already upon us and the problems that were predicted twenty years ago are beginning to appear. These problems include shortfalls in expecte...