Bilal Farooq - RankMe

109 papers C 2Journal 88Unranked 19

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Assessment of Latent Pedestrian-Vehicle Interaction Risk Profiles at Midblock Crossing in VR. CoRR Rulla Al-Haideri, Bilal Farooq, Elisabetta Cherchi
2026	J	`jnl`	Copula-ResLogit: A Deep-Copula Framework for Unobserved Confounding Effects. CoRR Kimia Kamal, Bilal Farooq
2026	J	`jnl`	Enhancing Diversity and Feasibility: Joint Population Synthesis from Multi-source Data Using Generative Models. CoRR Farbod Abbasi, Zachary Patterson, Bilal Farooq
2026	J	`jnl`	From GEV to ResLogit: Spatially Correlated Discrete Choice Models for Pedestrian Movement Prediction. CoRR Rulla Al-Haideri, Bilal Farooq
2026	J	`jnl`	Modelling Pedestrian Behaviour in Autonomous Vehicle Encounters Using Naturalistic Dataset. CoRR Rulla Al-Haideri, Bilal Farooq
2025	J	`jnl`	Dynamic Campus Origin-Destination Mobility Prediction using Graph Convolutional Neural Network on WiFi Logs. CoRR Godwin Badu-Marfo, Bilal Farooq
2025	—	`conf`	LSTM vs. DistilBERT: A Comparative Study for 2025 SHL Recognition Challenge. UbiComp Companion Mahan Mollajafari, Zachary Patterson, Bilal Farooq
2025	—	`conf`	Quantum Machine Learning in Transportation: A Case Study of Pedestrian Stress Modelling. ITSC Bara Rababah, Bilal Farooq
2025	J	`jnl`	Quantum Machine Learning in Transportation: A Case Study of Pedestrian Stress Modelling. CoRR Bara Rababah, Bilal Farooq
2025	J	`jnl`	Quantum-Efficient Reinforcement Learning Solutions for Last-Mile On-Demand Delivery. CoRR Farzan Moosavi, Bilal Farooq
2025	—	`conf`	Sphereabout: A Spherical Intersection Design for Networked Urban Air Mobility. ITSC Farzan Moosavi, Bilal Farooq
2025	J	`jnl`	Towards Locally Deployable Fine-Tuned Causal Large Language Models for Mode Choice Behaviour. CoRR Tareq Alsaleh, Bilal Farooq
2025	—	`conf`	Vision-Based Perception System for Automated Delivery Robot-Pedestrians Interactions. ISC2 Ergi Tushe, Bilal Farooq
2025	J	`jnl`	Vision-based Perception System for Automated Delivery Robot-Pedestrians Interactions. CoRR Ergi Tushe, Bilal Farooq
2024	J	`jnl`	A Coalition Game for On-demand Multi-modal 3D Automated Delivery System. CoRR Farzan Moosavi, Bilal Farooq
2024	J	`jnl`	A deep causal inference model for fully-interpretable travel behaviour analysis. CoRR Kimia Kamal, Bilal Farooq
2024	J	`jnl`	Decoding Driver Takeover Behaviour in Conditional Automation with Immersive Virtual Reality. CoRR Muhammad Sajjad Ansar, Bilal Farooq
2024	J	`jnl`	Decoding Pedestrian Stress on Urban Streets using Electrodermal Activity Monitoring in Virtual Immersive Reality. CoRR Mohsen Nazemi, Bara Rababah, Daniel Ramos, Tangxu Zhao, Bilal Farooq
2024	—	`conf`	Defense via Behavior Attestation against Attacks in Connected and Automated Vehicles based Federated Learning Systems. VTC Spring Godwin Badu-Marfo, Ranwa Al Mallah, Bilal Farooq
2024	J	`jnl`	Defense via Behavior Attestation against Attacks in Connected and Automated Vehicles based Federated Learning Systems. CoRR Godwin Badu-Marfo, Ranwa Al Mallah, Bilal Farooq
2024	J	`jnl`	Towards a large-scale fused and labeled dataset of human pose while interacting with robots in shared urban areas. CoRR Elahe Sherafat, Bilal Farooq
2023	J	`jnl`	Attention-LSTM for Multivariate Traffic State Prediction on Rural Roads. CoRR Elahe Sherafat, Bilal Farooq, Amir Hossein Karbasi, Seyedehsan Seyedabrishami
2023	J	`jnl`	Centralized and decentralized algorithms for two-to-one matching problem in ridehailing systems. EURO J. Transp. Logist. Seyed Mehdi Meshkani, Bilal Farooq
2023	J	`jnl`	Driver Heterogeneity in Willingness to Give Control to Conditional Automation. CoRR Muhammad Sajjad Ansar, Nael Alsaleh, Bilal Farooq
2023	J	`jnl`	Exploring sustainable pathways for urban traffic decarbonization: vehicle technologies, management strategies, and driving behaviour. CoRR Saba Sabet, Bilal Farooq
2023	J	`jnl`	Resilience-by-design in Adaptive Multi-agent Traffic Control Systems. ACM Trans. Priv. Secur. Ranwa Al Mallah, Talal Halabi, Bilal Farooq
2023	J	`jnl`	Sustainability Analysis Framework for On-Demand Public Transit Systems. CoRR Nael Alsaleh, Bilal Farooq
2023	J	`jnl`	Untargeted Poisoning Attack Detection in Federated Learning via Behavior AttestationAl. IEEE Access Ranwa Al Mallah, David López, Godwin Badu-Marfo, Bilal Farooq
2022	J	`jnl`	Auxiliary-LSTM based floor-level occupancy prediction using Wi-Fi access point logs. J. Smart Cities Soc. Omair Ahmad, Bilal Farooq
2022	J	`jnl`	Composite Travel Generative Adversarial Networks for Tabular and Sequential Population Synthesis. IEEE Trans. Intell. Transp. Syst. Godwin Badu-Marfo, Bilal Farooq, Zachary Patterson
2022	J	`jnl`	Debiased machine learning for estimating the causal effect of urban traffic on pedestrian crossing behaviour. CoRR Kimia Kamal, Bilal Farooq
2022	J	`jnl`	Decentralized Matching in Shared Intelligent Vehicles Fleet. CoRR Seyed Mehdi Meshkani, Bilal Farooq
2022	—	`conf`	Distributed Ride-Matching for Shared Ridehailing Service with Intelligent City Infrastructure. ISC2 Seyed Mehdi Meshkani, Bilal Farooq
2022	J	`jnl`	Green Vehicle Routing Problem: State of the Art and Future Directions. IEEE Access Saba Sabet, Bilal Farooq
2022	C	`conf`	Ordered-logit pedestrian stress model for traffic flow with automated vehicles. IV Kimia Kamal, Bilal Farooq, Mahwish Mudassar, Arash Kalatian
2022	J	`jnl`	Ordered-logit pedestrian stress model for traffic flow with automated vehicles. CoRR Kimia Kamal, Bilal Farooq, Mahwish Mudassar, Arash Kalatian
2022	J	`jnl`	Ordinal-ResLogit: Interpretable Deep Residual Neural Networks for Ordered Choices. CoRR Kimia Kamal, Bilal Farooq
2022	J	`jnl`	Prediction of Traffic Flow via Connected Vehicles. IEEE Trans. Mob. Comput. Ranwa Al Mallah, Alejandro Quintero, Bilal Farooq
2022	J	`jnl`	Robustness Analysis of Deep Learning Models for Population Synthesis. CoRR Daniel Opoku Mensah, Godwin Badu-Marfo, Bilal Farooq
2022	J	`jnl`	The Impact of COVID-19 Pandemic on Ridesourcing Services Differed Between Small Towns and Large Cities. CoRR Nael Alsaleh, Bilal Farooq
2022	—	`conf`	eFedDNN: Ensemble based Federated Deep Neural Networks for Trajectory Mode Inference. ISC2 Daniel Opoku Mensah, Godwin Badu-Marfo, Ranwa Al Mallah, Bilal Farooq
2022	J	`jnl`	eFedDNN: Ensemble based Federated Deep Neural Networks for Trajectory Mode Inference. CoRR Daniel Opoku Mensah, Godwin Badu-Marfo, Ranwa Al Mallah, Bilal Farooq
2021	J	`jnl`	A Decentralized Shared CAV System Design and Application. CoRR Seyed Mehdi Meshkani, Bilal Farooq
2021	J	`jnl`	A context-aware pedestrian trajectory prediction framework for automated vehicles. CoRR Arash Kalatian, Bilal Farooq
2021	J	`jnl`	Analysis of pedestrian stress level using GSR sensor in virtual immersive reality. CoRR Mahwish Mudassar, Arash Kalatian, Bilal Farooq
2021	J	`jnl`	Are Work Zones and Connected Automated Vehicles Ready for a Harmonious Coexistence? A Scoping Review and Research Agenda. CoRR Amjad Dehman, Bilal Farooq
2021	—	`conf`	Cybersecurity Threats in Connected and Automated Vehicles based Federated Learning Systems. IV Workshops Ranwa Al Mallah, Godwin Badu-Marfo, Bilal Farooq
2021	J	`jnl`	Cybersecurity Threats in Connected and Automated Vehicles based Federated Learning Systems. CoRR Ranwa Al Mallah, Godwin Badu-Marfo, Bilal Farooq
2021	J	`jnl`	Demand for shared mobility to complement public transportation: Human driven and autonomous vehicles. CoRR Shadi Djavadian, Bilal Farooq, Seyed Mehdi Meshkani
2021	J	`jnl`	Demand for shared mobility to replace private mobility using connected and automated vehicles. CoRR Seyed Mehdi Meshkani, Shadi Djavadian, Bilal Farooq
2021	J	`jnl`	Graph-based many-to-one dynamic ride-matching for shared mobility services in congested networks. CoRR Seyed Mehdi Meshkani, Bilal Farooq
2021	J	`jnl`	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. Taha Benarbia, Kay W. Axhausen, Bilal Farooq
2021	J	`jnl`	Multi-task Recurrent Neural Networks to Simultaneously Infer Mode and Purpose in GPS Trajectories. CoRR Ali Yazdizadeh, Arash Kalatian, Zachary Patterson, Bilal Farooq
2021	J	`jnl`	On the Initial Behavior Monitoring Issues in Federated Learning. IEEE Access Ranwa Al Mallah, Godwin Badu-Marfo, Bilal Farooq
2021	J	`jnl`	On the Initial Behavior Monitoring Issues in Federated Learning. CoRR Ranwa Al Mallah, Godwin Badu-Marfo, Bilal Farooq
2021	J	`jnl`	Untargeted Poisoning Attack Detection in Federated Learning via Behavior Attestation. CoRR Ranwa Al Mallah, David López, Bilal Farooq
2020	J	`jnl`	A Differentially Private Multi-Output Deep Generative Networks Approach For Activity Diary Synthesis. CoRR Godwin Badu-Marfo, Bilal Farooq, Zachary Patterson
2020	J	`jnl`	A Minimax Game for Resilient-by-design Adaptive Traffic Control Systems. CoRR Ranwa Al Mallah, Talal Halabi, Bilal Farooq
2020	J	`jnl`	Actor-based Risk Analysis for Blockchains in Smart Mobility. CoRR Ranwa Al Mallah, Bilal Farooq
2020	—	`conf`	Actor-based risk analysis for blockchains in smart mobility. CryBlock@MOBICOM Ranwa Al Mallah, Bilal Farooq
2020	J	`jnl`	Applications of brain imaging methods in driving behaviour research. CoRR Milad Haghani, Michiel C. J. Bliemer, Bilal Farooq, Inhi Kim, Zhibin Li, Cheol Oh, Zahra Shahhoseini, Hamish MacDougall
2020	J	`jnl`	Composite Travel Generative Adversarial Networks for Tabular and Sequential Population Synthesis. CoRR Godwin Badu-Marfo, Bilal Farooq, Zachary Patterson
2020	J	`jnl`	Cooperative Evaluation of the Cause of Urban Traffic Congestion via Connected Vehicles. IEEE Trans. Intell. Transp. Syst. Ranwa Al Mallah, Alejandro Quintero, Bilal Farooq
2020	J	`jnl`	Decoding pedestrian and automated vehicle interactions using immersive virtual reality and interpretable deep learning. CoRR Arash Kalatian, Bilal Farooq
2020	J	`jnl`	Deep Learning Based Anticipatory Multi-Objective Eco-Routing Strategies for Connected and Automated Vehicles. CoRR Lama Alfaseeh, Bilal Farooq
2020	J	`jnl`	Ensemble Convolutional Neural Networks for Mode Inference in Smartphone Travel Survey. IEEE Trans. Intell. Transp. Syst. Ali Yazdizadeh, Zachary Patterson, Bilal Farooq
2020	J	`jnl`	Greenhouse Gas Emission Prediction on Road Network using Deep Sequence Learning. CoRR Lama Alfaseeh, Ran Tu, Bilal Farooq, Marianne Hatzopoulou
2020	J	`jnl`	Machine Learning Based Demand Modelling for On-Demand Transit Services: A Case Study of Belleville, Ontario. CoRR Nael Alsaleh, Bilal Farooq
2020	J	`jnl`	Multi-Factor Taxonomy of Eco-Routing Models and Future Outlook. J. Sensors Lama Alfaseeh, Bilal Farooq
2020	J	`jnl`	Multi-Objective Eco-Routing for Dynamic Control of Connected & Automated Vehicles. CoRR Shadi Djavadian, Ran Tu, Bilal Farooq, Marianne Hatzopoulou
2020	J	`jnl`	Multimodal Autonomous Last Mile Delivery System Design and Application. CoRR Farah Samouh, Veronica Gluza, Shadi Djavadian, Seyed Mehdi Meshkani, Bilal Farooq
2020	—	`conf`	Multimodal Autonomous Last-Mile Delivery System Design and Application. ISC2 Farah Samouh, Veronica Gluza, Shadi Djavadian, Seyed Mehdi Meshkani, Bilal Farooq
2020	J	`jnl`	Prediction of Traffic Flow via Connected Vehicles. CoRR Ranwa Al Mallah, Bilal Farooq, Alejandro Quintero
2020	J	`jnl`	Smart Mobility Ontology: Current Trends and Future Directions. CoRR Ali Yazdizadeh, Bilal Farooq
2020	J	`jnl`	Spatio-Temporal Analysis of On Demand Transit: A Case Study of Belleville, Canada. CoRR Irum Sanaullah, Nael Alsaleh, Shadi Djavadian, Bilal Farooq
2019	J	`jnl`	A blockchain-based user-centric emission monitoring and trading system for multi-modal mobility. CoRR Johannes Eckert, David López, Carlos Lima Azevedo, Bilal Farooq
2019	J	`jnl`	A combined entropy and utility based generative model for large scale multiple discrete-continuous travel behaviour data. CoRR Melvin Wong, Bilal Farooq
2019	J	`jnl`	A multi-layered blockchain framework for smart mobility data-markets. CoRR David López, Bilal Farooq
2019	J	`jnl`	A semi-supervised deep residual network for mode detection in Wi-Fi signals. CoRR Arash Kalatian, Bilal Farooq
2019	J	`jnl`	Analysis of distracted pedestrians' waiting time: Head-Mounted Immersive Virtual Reality application. CoRR Arash Kalatian, Anae Sobhani, Bilal Farooq
2019	J	`jnl`	DeepSurvival: Pedestrian Wait Time Estimation in Mixed Traffic Conditions Using Deep Survival Analysis. CoRR Arash Kalatian, Bilal Farooq
2019	—	`conf`	DeepWait: Pedestrian Wait Time Estimation in Mixed Traffic Conditions Using Deep Survival Analysis. ITSC Arash Kalatian, Bilal Farooq
2019	J	`jnl`	Distributed Classification of Urban Congestion Using VANET. CoRR Ranwa Al Mallah, Bilal Farooq, Alejandro Quintero
2019	J	`jnl`	Ensemble Convolutional Neural Networks for Mode Inference in Smartphone Travel Survey. CoRR Ali Yazdizadeh, Zachary Patterson, Bilal Farooq
2019	—	`conf`	Multi-Objective Autonomous Braking System using Naturalistic Dataset. ITSC Rafael Vasquez, Bilal Farooq
2019	J	`jnl`	Multi-Objective Autonomous Braking System using Naturalistic Dataset. CoRR Rafael Vasquez, Bilal Farooq
2019	—	`conf`	Multi-objective Eco-routing in a Distributed Routing Framework. ISC2 Lama Alfaseeh, Shadi Djavadian, Ran Tu, Bilal Farooq, Marianne Hatzopoulou
2019	J	`jnl`	Perturbation Privacy for Sensitive Locations in Transit Data Publication: A Case Study of Montreal Trajet Surveys. CoRR Godwin Badu-Marfo, Bilal Farooq, Zachary Patterson
2019	—	`conf`	Privacy-Aware Distributed Mobility Choice Modelling over Blockchain. ISC2 David López, Bilal Farooq
2019	J	`jnl`	Privacy-Aware Distributed Mobility Choice Modelling over Blockchain. CoRR David López, Bilal Farooq
2019	J	`jnl`	Semi-supervised GANs to Infer Travel Modes in GPS Trajectories. CoRR Ali Yazdizadeh, Zachary Patterson, Bilal Farooq
2019	J	`jnl`	Virtual Immersive Reality based Analysis of Behavioral Responses in Connected and Autonomous Vehicle Environment. CoRR Shadi Djavadian, Bilal Farooq, Rafael Vasquez, Grace Yip
2018	J	`jnl`	A Perspective on the Challenges and Opportunities for Privacy-Aware Big Transportation Data. CoRR Godwin Badu-Marfo, Bilal Farooq, Zachary Patterson
2018	—	`conf`	A blockchain framework for smart mobility. ISC2 David López, Bilal Farooq
2018	J	`jnl`	A blockchain framework for smart mobility. CoRR David López, Bilal Farooq
2018	J	`jnl`	Activity patterns mining in Wi-Fi access point logs. Comput. Environ. Urban Syst. Guilhem Poucin, Bilal Farooq, Zachary Patterson
2018	J	`jnl`	An efficient hierarchical model for multi-source information fusion. Expert Syst. Appl. Ismaïl Saadi, Bilal Farooq, Ahmed M. Mustafa, Jacques Teller, Mario Cools
2018	—	`conf`	Impact of Distributed Routing of Intelligent Vehicles on Urban Traffic. ISC2 Lama Alfaseeh, Shadi Djavadian, Bilal Farooq
2018	J	`jnl`	Impact of Smartphone Distraction on Pedestrians' Crossing Behaviour: An Application of Head-Mounted Immersive Virtual Reality. CoRR Anae Sobhani, Bilal Farooq
2018	—	`conf`	Mobility Mode Detection Using WiFi Signals. ISC2 Arash Kalatian, Bilal Farooq
2018	J	`jnl`	Mobility Mode Detection Using WiFi Signals. CoRR Arash Kalatian, Bilal Farooq
2018	—	`conf`	Modelling Latent Travel Behaviour Characteristics with Generative Machine Learning. ITSC Melvin Wong, Bilal Farooq
2018	J	`jnl`	Modelling Latent Travel Behaviour Characteristics with Generative Machine Learning. CoRR Melvin Wong, Bilal Farooq
2018	J	`jnl`	Virtual Immersive Reality for Stated Preference Travel Behaviour Experiments: A Case Study of Autonomous Vehicles on Urban Roads. CoRR Bilal Farooq, Elisabetta Cherchi, Anae Sobhani
2017	J	`jnl`	An investigation into machine learning approaches for forecasting spatio-temporal demand in ride-hailing service. CoRR Ismaïl Saadi, Melvin Wong, Bilal Farooq, Jacques Teller, Mario Cools
2017	J	`jnl`	Discriminative conditional restricted Boltzmann machine for discrete choice and latent variable modelling. CoRR Melvin Wong, Bilal Farooq, Guillaume-Alexandre Bilodeau
2017	—	`conf`	Distracted pedestrians crossing behaviour: Application of immersive head mounted virtual reality. ITSC Anae Sobhani, Bilal Farooq, Zihui Zhong
2017	J	`jnl`	Distributed Classification of Urban Congestion Using VANET. IEEE Trans. Intell. Transp. Syst. Ranwa Al Mallah, Alejandro Quintero, Bilal Farooq
2012	C	`conf`	Business Intelligence at Telenor Pakistan. ICIS Shazib Ehsan Shaikh, Zahoor Hassan, Bilal Farooq, Abdul R. Shahid