Bilal Farooq

Publication Activity (10 Years)

Years Active: 2012-2024
Publications (10 Years): 91

Top Topics

Top Venues

IEEE Trans. Intell. Transp. Syst.

Publications

Muhammad Sajjad Ansar, Bilal Farooq
Decoding Driver Takeover Behaviour in Conditional Automation with Immersive Virtual Reality. CoRR (2024)
Godwin Badu-Marfo, Ranwa Al Mallah, Bilal Farooq
Defense via Behavior Attestation against Attacks in Connected and Automated Vehicles based Federated Learning Systems. CoRR (2024)
Kimia Kamal, Bilal Farooq
A deep causal inference model for fully-interpretable travel behaviour analysis. CoRR (2024)
Elahe Sherafat, Bilal Farooq
Towards a large-scale fused and labeled dataset of human pose while interacting with robots in shared urban areas. CoRR (2024)
Nael Alsaleh, Bilal Farooq
Sustainability Analysis Framework for On-Demand Public Transit Systems. CoRR (2023)
Muhammad Sajjad Ansar, Nael Alsaleh, Bilal Farooq
Driver Heterogeneity in Willingness to Give Control to Conditional Automation. CoRR (2023)
Ranwa Al Mallah, David López, Godwin Badu-Marfo, Bilal Farooq
Untargeted Poisoning Attack Detection in Federated Learning via Behavior AttestationAl. IEEE Access 11 (2023)
Saba Sabet, Bilal Farooq
Exploring sustainable pathways for urban traffic decarbonization: vehicle technologies, management strategies, and driving behaviour. CoRR (2023)
Elahe Sherafat, Bilal Farooq, Amir Hossein Karbasi, Seyedehsan Seyedabrishami
Attention-LSTM for Multivariate Traffic State Prediction on Rural Roads. CoRR (2023)
Ranwa Al Mallah, Talal Halabi, Bilal Farooq
Resilience-by-design in Adaptive Multi-agent Traffic Control Systems. ACM Trans. Priv. Secur. 26 (3) (2023)
Seyed Mehdi Meshkani, Bilal Farooq
Centralized and decentralized algorithms for two-to-one matching problem in ridehailing systems. EURO J. Transp. Logist. 12 (2023)
Seyed Mehdi Meshkani, Bilal Farooq
Decentralized Matching in Shared Intelligent Vehicles Fleet. CoRR (2022)
Godwin Badu-Marfo, Bilal Farooq, Zachary Patterson
Composite Travel Generative Adversarial Networks for Tabular and Sequential Population Synthesis. IEEE Trans. Intell. Transp. Syst. 23 (10) (2022)
Kimia Kamal, Bilal Farooq, Mahwish Mudassar, Arash Kalatian
Ordered-logit pedestrian stress model for traffic flow with automated vehicles. IV (2022)
Daniel Opoku Mensah, Godwin Badu-Marfo, Ranwa Al Mallah, Bilal Farooq
eFedDNN: Ensemble based Federated Deep Neural Networks for Trajectory Mode Inference. ISC2 (2022)
Kimia Kamal, Bilal Farooq
Debiased machine learning for estimating the causal effect of urban traffic on pedestrian crossing behaviour. CoRR (2022)
Kimia Kamal, Bilal Farooq, Mahwish Mudassar, Arash Kalatian
Ordered-logit pedestrian stress model for traffic flow with automated vehicles. CoRR (2022)
Ranwa Al Mallah, Alejandro Quintero, Bilal Farooq
Prediction of Traffic Flow via Connected Vehicles. IEEE Trans. Mob. Comput. 21 (1) (2022)
Daniel Opoku Mensah, Godwin Badu-Marfo, Ranwa Al Mallah, Bilal Farooq
eFedDNN: Ensemble based Federated Deep Neural Networks for Trajectory Mode Inference. CoRR (2022)
Seyed Mehdi Meshkani, Bilal Farooq
Distributed Ride-Matching for Shared Ridehailing Service with Intelligent City Infrastructure. ISC2 (2022)
Kimia Kamal, Bilal Farooq
Ordinal-ResLogit: Interpretable Deep Residual Neural Networks for Ordered Choices. CoRR (2022)
Omair Ahmad, Bilal Farooq
Auxiliary-LSTM based floor-level occupancy prediction using Wi-Fi access point logs. J. Smart Cities Soc. 1 (3) (2022)
Nael Alsaleh, Bilal Farooq
The Impact of COVID-19 Pandemic on Ridesourcing Services Differed Between Small Towns and Large Cities. CoRR (2022)
Saba Sabet, Bilal Farooq
Green Vehicle Routing Problem: State of the Art and Future Directions. IEEE Access 10 (2022)
Daniel Opoku Mensah, Godwin Badu-Marfo, Bilal Farooq
Robustness Analysis of Deep Learning Models for Population Synthesis. CoRR (2022)
Taha Benarbia, Kay W. Axhausen, Bilal Farooq
Modeling, Relocation, and Real-Time Inventory Control of One-Way Electric Cars Sharing Systems in a Stochastic Petri Nets Framework. IEEE Trans. Intell. Transp. Syst. 22 (5) (2021)
Ranwa Al Mallah, Godwin Badu-Marfo, Bilal Farooq
Cybersecurity Threats in Connected and Automated Vehicles based Federated Learning Systems. CoRR (2021)
Seyed Mehdi Meshkani, Bilal Farooq
Graph-based many-to-one dynamic ride-matching for shared mobility services in congested networks. CoRR (2021)
Ranwa Al Mallah, David López, Bilal Farooq
Untargeted Poisoning Attack Detection in Federated Learning via Behavior Attestation. CoRR (2021)
Arash Kalatian, Bilal Farooq
A context-aware pedestrian trajectory prediction framework for automated vehicles. CoRR (2021)
Ali Yazdizadeh, Arash Kalatian, Zachary Patterson, Bilal Farooq
Multi-task Recurrent Neural Networks to Simultaneously Infer Mode and Purpose in GPS Trajectories. CoRR (2021)
Seyed Mehdi Meshkani, Shadi Djavadian, Bilal Farooq
Demand for shared mobility to replace private mobility using connected and automated vehicles. CoRR (2021)
Mahwish Mudassar, Arash Kalatian, Bilal Farooq
Analysis of pedestrian stress level using GSR sensor in virtual immersive reality. CoRR (2021)
Shadi Djavadian, Bilal Farooq, Seyed Mehdi Meshkani
Demand for shared mobility to complement public transportation: Human driven and autonomous vehicles. CoRR (2021)
Seyed Mehdi Meshkani, Bilal Farooq
A Decentralized Shared CAV System Design and Application. CoRR (2021)
Ranwa Al Mallah, Godwin Badu-Marfo, Bilal Farooq
On the Initial Behavior Monitoring Issues in Federated Learning. IEEE Access 9 (2021)
Ranwa Al Mallah, Godwin Badu-Marfo, Bilal Farooq
Cybersecurity Threats in Connected and Automated Vehicles based Federated Learning Systems. IV Workshops (2021)
Ranwa Al Mallah, Godwin Badu-Marfo, Bilal Farooq
On the Initial Behavior Monitoring Issues in Federated Learning. CoRR (2021)
Amjad Dehman, Bilal Farooq
Are Work Zones and Connected Automated Vehicles Ready for a Harmonious Coexistence? A Scoping Review and Research Agenda. CoRR (2021)
Ranwa Al Mallah, Bilal Farooq
Actor-based risk analysis for blockchains in smart mobility. CryBlock@MOBICOM (2020)
Lama Alfaseeh, Bilal Farooq
Deep Learning Based Anticipatory Multi-Objective Eco-Routing Strategies for Connected and Automated Vehicles. CoRR (2020)
Milad Haghani, Michiel C. J. Bliemer, Bilal Farooq, Inhi Kim, Zhibin Li, Cheol Oh, Zahra Shahhoseini, Hamish MacDougall
Applications of brain imaging methods in driving behaviour research. CoRR (2020)
Irum Sanaullah, Nael Alsaleh, Shadi Djavadian, Bilal Farooq
Spatio-Temporal Analysis of On Demand Transit: A Case Study of Belleville, Canada. CoRR (2020)
Farah Samouh, Veronica Gluza, Shadi Djavadian, Seyed Mehdi Meshkani, Bilal Farooq
Multimodal Autonomous Last-Mile Delivery System Design and Application. ISC2 (2020)
Arash Kalatian, Bilal Farooq
Decoding pedestrian and automated vehicle interactions using immersive virtual reality and interpretable deep learning. CoRR (2020)
Ranwa Al Mallah, Bilal Farooq
Actor-based Risk Analysis for Blockchains in Smart Mobility. CoRR (2020)
Lama Alfaseeh, Ran Tu, Bilal Farooq, Marianne Hatzopoulou
Greenhouse Gas Emission Prediction on Road Network using Deep Sequence Learning. CoRR (2020)
Lama Alfaseeh, Bilal Farooq
Multi-Factor Taxonomy of Eco-Routing Models and Future Outlook. J. Sensors 2020 (2020)
Nael Alsaleh, Bilal Farooq
Machine Learning Based Demand Modelling for On-Demand Transit Services: A Case Study of Belleville, Ontario. CoRR (2020)
Ali Yazdizadeh, Bilal Farooq
Smart Mobility Ontology: Current Trends and Future Directions. CoRR (2020)
Shadi Djavadian, Ran Tu, Bilal Farooq, Marianne Hatzopoulou
Multi-Objective Eco-Routing for Dynamic Control of Connected & Automated Vehicles. CoRR (2020)
Ali Yazdizadeh, Zachary Patterson, Bilal Farooq
Ensemble Convolutional Neural Networks for Mode Inference in Smartphone Travel Survey. IEEE Trans. Intell. Transp. Syst. 21 (6) (2020)
Ranwa Al Mallah, Talal Halabi, Bilal Farooq
A Minimax Game for Resilient-by-design Adaptive Traffic Control Systems. CoRR (2020)
Ranwa Al Mallah, Alejandro Quintero, Bilal Farooq
Cooperative Evaluation of the Cause of Urban Traffic Congestion via Connected Vehicles. IEEE Trans. Intell. Transp. Syst. 21 (1) (2020)
Farah Samouh, Veronica Gluza, Shadi Djavadian, Seyed Mehdi Meshkani, Bilal Farooq
Multimodal Autonomous Last Mile Delivery System Design and Application. CoRR (2020)
Ranwa Al Mallah, Bilal Farooq, Alejandro Quintero
Prediction of Traffic Flow via Connected Vehicles. CoRR (2020)
Godwin Badu-Marfo, Bilal Farooq, Zachary Patterson
Composite Travel Generative Adversarial Networks for Tabular and Sequential Population Synthesis. CoRR (2020)
Godwin Badu-Marfo, Bilal Farooq, Zachary Patterson
A Differentially Private Multi-Output Deep Generative Networks Approach For Activity Diary Synthesis. CoRR (2020)
Arash Kalatian, Bilal Farooq
A semi-supervised deep residual network for mode detection in Wi-Fi signals. CoRR (2019)
Johannes Eckert, David López, Carlos Lima Azevedo, Bilal Farooq
A blockchain-based user-centric emission monitoring and trading system for multi-modal mobility. CoRR (2019)
Ali Yazdizadeh, Zachary Patterson, Bilal Farooq
Semi-supervised GANs to Infer Travel Modes in GPS Trajectories. CoRR (2019)
Ali Yazdizadeh, Zachary Patterson, Bilal Farooq
Ensemble Convolutional Neural Networks for Mode Inference in Smartphone Travel Survey. CoRR (2019)
Melvin Wong, Bilal Farooq
A combined entropy and utility based generative model for large scale multiple discrete-continuous travel behaviour data. CoRR (2019)
Lama Alfaseeh, Shadi Djavadian, Ran Tu, Bilal Farooq, Marianne Hatzopoulou
Multi-objective Eco-routing in a Distributed Routing Framework. ISC2 (2019)
Ranwa Al Mallah, Bilal Farooq, Alejandro Quintero
Distributed Classification of Urban Congestion Using VANET. CoRR (2019)
Shadi Djavadian, Bilal Farooq, Rafael Vasquez, Grace Yip
Virtual Immersive Reality based Analysis of Behavioral Responses in Connected and Autonomous Vehicle Environment. CoRR (2019)
Godwin Badu-Marfo, Bilal Farooq, Zachary Patterson
Perturbation Privacy for Sensitive Locations in Transit Data Publication: A Case Study of Montreal Trajet Surveys. CoRR (2019)
David López, Bilal Farooq
Privacy-Aware Distributed Mobility Choice Modelling over Blockchain. CoRR (2019)
David López, Bilal Farooq
Privacy-Aware Distributed Mobility Choice Modelling over Blockchain. ISC2 (2019)
Rafael Vasquez, Bilal Farooq
Multi-Objective Autonomous Braking System using Naturalistic Dataset. CoRR (2019)
Arash Kalatian, Bilal Farooq
DeepSurvival: Pedestrian Wait Time Estimation in Mixed Traffic Conditions Using Deep Survival Analysis. CoRR (2019)
Arash Kalatian, Anae Sobhani, Bilal Farooq
Analysis of distracted pedestrians' waiting time: Head-Mounted Immersive Virtual Reality application. CoRR (2019)
Rafael Vasquez, Bilal Farooq
Multi-Objective Autonomous Braking System using Naturalistic Dataset. ITSC (2019)
Arash Kalatian, Bilal Farooq
DeepWait: Pedestrian Wait Time Estimation in Mixed Traffic Conditions Using Deep Survival Analysis. ITSC (2019)
David López, Bilal Farooq
A multi-layered blockchain framework for smart mobility data-markets. CoRR (2019)
Lama Alfaseeh, Shadi Djavadian, Bilal Farooq
Impact of Distributed Routing of Intelligent Vehicles on Urban Traffic. ISC2 (2018)
Guilhem Poucin, Bilal Farooq, Zachary Patterson
Activity patterns mining in Wi-Fi access point logs. Comput. Environ. Urban Syst. 67 (2018)
Anae Sobhani, Bilal Farooq
Impact of Smartphone Distraction on Pedestrians' Crossing Behaviour: An Application of Head-Mounted Immersive Virtual Reality. CoRR (2018)
Bilal Farooq, Elisabetta Cherchi, Anae Sobhani
Virtual Immersive Reality for Stated Preference Travel Behaviour Experiments: A Case Study of Autonomous Vehicles on Urban Roads. CoRR (2018)
Melvin Wong, Bilal Farooq
Modelling Latent Travel Behaviour Characteristics with Generative Machine Learning. CoRR (2018)
Arash Kalatian, Bilal Farooq
Mobility Mode Detection Using WiFi Signals. ISC2 (2018)
David López, Bilal Farooq
A blockchain framework for smart mobility. ISC2 (2018)
David López, Bilal Farooq
A blockchain framework for smart mobility. CoRR (2018)
Ismaïl Saadi, Bilal Farooq, Ahmed M. Mustafa, Jacques Teller, Mario Cools
An efficient hierarchical model for multi-source information fusion. Expert Syst. Appl. 110 (2018)
Godwin Badu-Marfo, Bilal Farooq, Zachary Patterson
A Perspective on the Challenges and Opportunities for Privacy-Aware Big Transportation Data. CoRR (2018)
Melvin Wong, Bilal Farooq
Modelling Latent Travel Behaviour Characteristics with Generative Machine Learning. ITSC (2018)
Arash Kalatian, Bilal Farooq
Mobility Mode Detection Using WiFi Signals. CoRR (2018)
Melvin Wong, Bilal Farooq, Guillaume-Alexandre Bilodeau
Discriminative conditional restricted Boltzmann machine for discrete choice and latent variable modelling. CoRR (2017)
Ismaïl Saadi, Melvin Wong, Bilal Farooq, Jacques Teller, Mario Cools
An investigation into machine learning approaches for forecasting spatio-temporal demand in ride-hailing service. CoRR (2017)
Ranwa Al Mallah, Alejandro Quintero, Bilal Farooq
Distributed Classification of Urban Congestion Using VANET. IEEE Trans. Intell. Transp. Syst. 18 (9) (2017)
Anae Sobhani, Bilal Farooq, Zihui Zhong
Distracted pedestrians crossing behaviour: Application of immersive head mounted virtual reality. ITSC (2017)
Shazib Ehsan Shaikh, Zahoor Hassan, Bilal Farooq, Abdul R. Shahid
Business Intelligence at Telenor Pakistan. ICIS (2012)