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List of works by Bilal Farooq

A Bayesian approach to detect pedestrian destination-sequences from WiFi signatures

A Semi-Supervised Deep Residual Network for Mode Detection in Wi-Fi Signals

scientific article published in August 2020

A blockchain framework for smart mobility

scientific article published in September 2018

A blockchain-based user-centric emission monitoring and trading system for multi-modal mobility

scientific article published on 3 November 2020

A context-aware pedestrian trajectory prediction framework for automated vehicles

scientific article published in January 2022

A dynamic mixed logit model with agent effect for pedestrian next location choice using ubiquitous Wi-Fi network data

scholarly article

A generalized partite-graph method for transportation data association

scientific article published in March 2017

A macroscopic loading model for time-varying pedestrian flows in public walking areas

scientific article published in November 2014

A multi-layered blockchain framework for smart mobility data-markets ⬇️

scholarly article

A multidimensional decisions modeling framework for built space supply

scientific article published on 14 November 2013

Activity patterns mining in Wi-Fi access point logs

scientific article published in January 2018

Actor-based risk analysis for blockchains in smart mobility

scientific article published on 04 September 2020

An automated approach from GPS traces to complete trip information

scientific article published in March 2019

An efficient hierarchical model for multi-source information fusion

scholarly article published in November 2018

An ensemble federated learning framework for privacy-by-design mobility behaviour inference in smart cities

scientific article published in October 2023

An online survey to enhance the understanding of car drivers route choices

scholarly article

Applications of brain imaging methods in driving behaviour research

scientific article published in May 2021

Associations Generation in Synthetic Population for Transportation Applications

scientific article published in January 2014

Automated Pedestrian Data-collection and Flow Analysis in Public Spaces

scientific article published in 2014

Capacity characteristics of long-term work zones on signalized intersection approaches

scientific article published in September 2023

Centralized and decentralized algorithms for two-to-one matching problem in ridehailing systems

scientific article published in 2023

Composite Travel Generative Adversarial Networks for Tabular and Sequential Population Synthesis

scientific article published in October 2022

Cooperative Evaluation of the Cause of Urban Traffic Congestion via Connected Vehicles

scholarly article

Cyber-Security Risk Assessment Framework for Blockchains in Smart Mobility

scientific article published in 2021

Debiased Machine Learning for Estimating the Causal Effect of Urban Traffic on Pedestrian Crossing Behavior

scientific article published on 8 February 2023

Decoding pedestrian and automated vehicle interactions using immersive virtual reality and interpretable deep learning

scientific article published in March 2021

Decoding pedestrian stress on urban streets using electrodermal activity monitoring in virtual immersive reality

scientific article published in February 2025

DeepWait: Pedestrian Wait Time Estimation in Mixed Traffic Conditions Using Deep Survival Analysis

scientific article published in October 2019

Discriminative conditional restricted Boltzmann machine for discrete choice and latent variable modelling

scientific article published in December 2018

Distracted pedestrians crossing behaviour: Application of immersive head mounted virtual reality

scientific article published in October 2017

Distributed Classification of Urban Congestion Using VANET

scientific article published in September 2017

Driver heterogeneity in willingness to give control to conditional automation

scientific article published in May 2024

Electric vehicle charging optimization to minimize marginal greenhouse gas emissions from power generation

scientific article published in November 2020

Ensemble Convolutional Neural Networks for Mode Inference in Smartphone Travel Survey

scholarly article

Estimating Pedestrian Destinations Using Traces from WiFi Infrastructures

conference paper

Exploring first-mile on-demand transit solutions for North American suburbia: A case study of Markham, Canada

scientific article published in November 2021

Frequent versus occasional drivers: A hybrid route choice model

scholarly article

Green Vehicle Routing Problem: State of the Art and Future Directions

scientific article published in 2022

Greenhouse gas emission prediction on road network using deep sequence learning

scientific article published in November 2020

Hedonic Analysis of Office Space Rent

scientific article published in January 2010

Hidden Markov Model-based population synthesis

scientific article published in August 2016

Historical Validation of Integrated Transport–Land Use Model System

scientific article published in January 2011

Impact of Distributed Routing of Intelligent Vehicles on Urban Traffic

scientific article published in September 2018

Impact of smartphone distraction on pedestrians’ crossing behaviour: An application of head-mounted immersive virtual reality

scholarly article published in October 2018

Interpretable and actionable vehicular greenhouse gas emission prediction at road link-level

scientific article published in May 2023

Metropolis-Hasting based Expanded Path Size Logit model for cyclists’ route choice using GPS data

scholarly article

Microsimulation framework for urban price-taker markets

scientific article published on 10 April 2013

Mobility Mode Detection Using WiFi Signals

scientific article published in September 2018

Modeling Location Decisions of Office Firms

scientific article published in January 2009

Modeling, Relocation, and Real-Time Inventory Control of One-Way Electric Cars Sharing Systems in a Stochastic Petri Nets Framework

scientific article published in May 2021

Modelling Latent Travel Behaviour Characteristics with Generative Machine Learning

scientific article published in November 2018

Multi-Factor Taxonomy of Eco-Routing Models and Future Outlook

scientific article published on 11 January 2020

Multi-Objective Autonomous Braking System using Naturalistic Dataset

scientific article published in October 2019

Multi-objective Eco-routing in a Distributed Routing Framework

scientific article published in October 2019

Multi-objective eco-routing for dynamic control of connected & automated vehicles

scientific article published in October 2020

Multimodal Autonomous Last-Mile Delivery System Design and Application

scientific article published on 28 September 2020

On the Initial Behavior Monitoring Issues in Federated Learning

scientific article published in 2021

On the role of bridges as anchor points in route choice modeling

scientific article published on 2 February 2017

On-demand transit user preference analysis using hybrid choice models

scientific article published in December 2023

Ordinal-ResLogit: Interpretable deep residual neural networks for ordered choices

scientific article published in March 2024

Perturbation Methods for Protection of Sensitive Location Data: Smartphone Travel Survey Case Study

scholarly article

Privacy-Aware Distributed Mobility Choice Modelling over Blockchain

scientific article published in October 2019

Probabilistic speed–density relationship for pedestrian traffic

scientific article published in July 2016

Quality of urban patterns: Spatially explicit evidence for multiple scales

scientific article published in 2015

Quantifying the impacts of dynamic control in connected and automated vehicles on greenhouse gas emissions and urban NO2 concentrations

scholarly article

ResLogit: A residual neural network logit model for data-driven choice modelling

scientific article published in May 2021

Resilience-by-design in Adaptive Multi-agent Traffic Control Systems

scientific article published on 26 June 2023

Simulation based population synthesis

scientific article published in December 2013

Simulations of firm location decisions: Replicating office location choices in the Greater Toronto Area

scientific article published in December 2015

Spatio-temporal analysis of on-demand transit: A case study of Belleville, Canada

scientific article published in March 2021

The impact of COVID-19 pandemic on ridesourcing services differed between small towns and large cities

scientific article published in 2022

Towards integrated land use and transportation: A dynamic disequilibrium based microsimulation framework for built space markets

scientific article published in August 2012

Ubiquitous monitoring of pedestrian dynamics: Exploring wireless ad hoc network of multi-sensor technologies

scientific article published in November 2015

Virtual Immersive Reality for Stated Preference Travel Behavior Experiments: A Case Study of Autonomous Vehicles on Urban Roads

scholarly article published on 8 June 2018

Workshop Synthesis: New directions in experimental design

scholarly article

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