publications

2022


Badu-Marfo, G., Farooq, B., Patterson, Z., 2022. Composite Travel Generative Adversarial Networks for Tabular and Sequential Population Synthesis. IEEE Transactions on Intelligent Transportation Systems.


2021


Al Mallah, R., Badu-Marfo G., Farooq, B., 2021. On the Initial Behavior Monitoring Issues in Federated Learning. IEEE Access.


Mudassar, M., Kalatian, A., Farooq, B., 2022. Analysis of pedestrian stress level using GSR sensor in virtual immersive reality. Collective Dynamics.


Dehman, A., Farooq, B., 2021. Are Work Zones and Connected Automated Vehicles Ready for a Harmonious Coexistence? A Scoping Review and Research Agenda. Transportation Research Part C: Emerging Technologies.


Alsaleh, N., Farooq, B., 2021. Interpretable Data-Driven Demand Modelling for On-Demand Transit Services. Transportation Research Part A: Policy and Practice.


Meshkani, A., Farooq, B., 2021. A generalized ride-matching approach for sustainable shared mobility. Sustainable Cities and Society.


Buerstlein, J., Lopez, D., Farooq, B., 2021. Exploring first-mile on-demand transit solutions for North American suburbia: A case study of Markham, Canada. Transportation Research Part A: Policy and Practice.


Al Mallah, R., Lopez, D., Farooq, B., 2021. Cyber-Security Risk Assessment Framework for Blockchains in Smart Mobility. IEEE Open Journal of Intelligent Transportation Systems.


Yazdizadeh, A., Patterson, Z., Farooq, B., 2021. Semi-supervised GANs to Infer Travel Modes in GPS Trajectories. Journal of Big Data Analytics in Transportation.


Haghani, M., Bliemer, M.C.J., Farooq, B., Kim, I., Li, Z., Oh, C., Shahhoseini, Z., MacDougall, H., 2021. Applications of brain imaging methods in driving behaviour research. Accident Analysis & Prevention.


Yazdizadeh, A., Farooq, B., 2021. Smart Mobility Ontology: Current Trends and Future Directions. In: Augusto J.C. (eds) Handbook of Smart Cities. Springer, Cham.


Wong, M., Farooq, B., 2021. ResLogit: A residual neural network logit model for data-driven choice modelling. Transportation Research Part C: Emerging Technologies.


Sanaullah, I. (equal contribution), Alsaleh, N. (equal contribution), Djavadian, S., Farooq, B., 2021. Spatio-Temporal Analysis of On-Demand Transit: A Case Study of Belleville, Canada. Transportation Research Part A: Policy and Practice.


2020


Kalatian, A., Farooq, B., 2021. Decoding pedestrian and automated vehicle interactions using immersive virtual reality and interpretable deep learning. Transportation Research Part C: Emerging Technologies.


Ansar, M.S., Ma, Y., Chen, S., Tang, K., and Zhang, Z., 2020. Investigating the trip configured causal effect of distracted driving on aggressive driving behavior for e-hailing taxi drivers. Journal of Traffic and Transportation Engineering.


Alfaseeh, L., Farooq, B., 2020. Deep Learning Based Proactive Multi-Objective Eco-Routing Strategies for Connected & Automated Vehicles. Frontiers in Future Transportation.


Alfaseeh, L., Tu, R., Farooq, B., Hatzopoulou, M., 2020. Greenhouse Gas Emission Prediction on Road Network Using Deep Sequence Learning. Transportation Research Part D: Transport and Environment.


Kalatian, A., Farooq, B., 2020. A semi-supervised deep residual network for mode detection in Wi-Fi signals. Journal of Big Data Analytics in Transportation.


Djavadian, S., Tu, R., Farooq, B., Hatzopoulou, M., 2020. Multi-Objective Eco-Routing for Dynamic Control of Connected and Automated Vehicles. Transportation Research Part D: Transport and Environment.


Tu, R., Gai, Y., Farooq, B., Posen, D., Hatzopoulou, M. 2020. Electric vehicle charging optimization to minimize marginal greenhouse gas emissions from power generation. Applied Energy.


Al Mallah, R., Quintero, A., Farooq, B., 2020. Prediction of Traffic Flow via Connected Vehicles. IEEE Transaction on Mobile Computing.


Benarbia, T., Axhausen, K., Farooq, B., 2020. Modelling, Relocation and Real-Time Inventory Control of One-Way Electric Cars Sharing Systems in a Stochastic Petri nets framework. IEEE Transactions on Intelligent Transportation Systems.


López, D., Farooq, B., 2020. A multi-layered blockchain framework for smart mobility data-markets. Transportation Research Part C: Emerging Technologies.


2019


Alfaseeh, L., Farooq, B., 2020. Multi-Factor Taxonomy of Eco-Routing Models and Future Outlook. Sensors.


Wong, M., Farooq, B., 2020. A bi-partite generative model framework for analyzing and simulating large scale multiple discrete-continuous travel behaviour data. Transportation Research Part C: Emerging Technologies.