Short-Term Traffic Flow Prediction Using Neuro-Genetic Algorithms. - Baher Abdulhai; Himanshu Porwal; Will Recker (J. Intell. Transp. Syst., 2002)

Development and Performance Evaluation of an ITS-Ready Microscopic Traffic Model for Irvine, California. - Baher Abdulhai; Jiuh-Biing Sheu; Wilfred W. Recker (J. Intell. Transp. Syst., 2002)

ITS, Eh! Meet Canada's Flagship ITS Centre and Testbed. - Baher Abdulhai (IEEE Intell. Syst., 2003)

Integrated traffic corridor control using machine learning. - Céline Jacob; Baher Abdulhai (SMC, 2005)

Real-Time Optimization for Adaptive Traffic Signal Control Using Genetic Algorithms. - Jinwoo Lee 007; Baher Abdulhai; Amer Shalaby; Eui-Hwan Chung (J. Intell. Transp. Syst., 2005)

Welcome to ITSC 2006! - Baher Abdulhai (ITSC, 2006)

Travel Time Collection and Traffic Monitoring Via GPS Technologies. - Young-Ji Byon; Amer Shalaby; Baher Abdulhai (ITSC, 2006)

Evaluating the impacts of changeable message signs on traffic diversion. - Simon Foo; Baher Abdulhai (ITSC, 2006)

Building an online its research and training facility - The icat database and platform. - Simon Foo; Roger Browne; Eamonn Doherty; Dave Ashton; Baher Abdulhai (ITSC, 2006)

Highway Work Zone Dynamic Traffic Control Using Machine Learning. - Céline Jacob; Baher Abdulhai; Alireza Hadayeghi; Brian J. Malone (ITSC, 2006)

Modeling Driver Psychological Deliberation During Dynamic Route Selection Processes. - Hoda Talaat; Baher Abdulhai (ITSC, 2006)

A Wireless Mesh Network-Based Platform for ITS. - Hazem Ahmed; Mohamed El-Darieby; Yasser L. Morgan; Baher Abdulhai (VTC Spring, 2008)

Mobile service-oriented content delivery in wireless mesh networks. - Mohamed Elshenawy; Mohamed El-Darieby; Baher Abdulhai (Integrated Network Management, 2009)

Vehicular Mobility Management Schemes for Balancing Loads among WMN Access Points. - Mohamed Elshenawy; Mohamed El-Darieby; Baher Abdulhai (VTC Spring, 2009)

Real-Time Transportation Mode Detection via Tracking Global Positioning System Mobile Devices. - Young-Ji Byon; Baher Abdulhai; Amer Shalaby (J. Intell. Transp. Syst., 2009)

An agent-based learning towards decentralized and coordinated traffic signal control. - Samah El-Tantawy; Baher Abdulhai (ITSC, 2010)

Distributed evolutionary estimation of dynamic traffic origin/destination. - Lina Kattan; Baher Abdulhai (ITSC, 2010)

Scalable and location-aware its content management in vehicular environments. - Mohamed Elshenawy; Mohamed El-Darieby; Baher Abdulhai (Intelligent Vehicles Symposium, 2010)

Multi-Agent Reinforcement Learning for Integrated Network of Adaptive Traffic Signal Controllers (MARLIN-ATSC). - Samah El-Tantawy; Baher Abdulhai (ITSC, 2012)

Application of reinforcement learning with continuous state space to ramp metering in real-world conditions. - Kasra Rezaee; Baher Abdulhai; Hossam Abdelgawad (ITSC, 2012)

Forecasting of short-term traffic-flow based on improved neurofuzzy models via emotional temporal difference learning algorithm. - Javad Abdi 001; Behzad Moshiri; Baher Abdulhai; Ali Khaki-Sedigh (Eng. Appl. Artif. Intell., 2012)

Sensitivity Analysis of an Evolutionary-Based Time-Dependent Origin/Destination Estimation Framework. - Lina Kattan; Baher Abdulhai (IEEE Trans. Intell. Transp. Syst., 2012)

Estimation Vehicular Waiting Time at Traffic Build-Up Queues. - Mohamed Maher Ata; Mohamed El-Darieby; Baher Abdulhai; Emad A. Felemban; Saleh M. Basalamah; Basim Zafar (Int. J. Distributed Sens. Networks, 2013)

Fusing a Bluetooth Traffic Monitoring System With Loop Detector Data for Improved Freeway Traffic Speed Estimation. - Chris Bachmann; Matthew J. Roorda; Baher Abdulhai; Behzad Moshiri (J. Intell. Transp. Syst., 2013)

Short-term traffic flow forecasting: parametric and nonparametric approaches via emotional temporal difference learning. - Javad Abdi 001; Behzad Moshiri; Baher Abdulhai; Ali Khaki-Sedigh (Neural Comput. Appl., 2013)

Multiagent Reinforcement Learning for Integrated Network of Adaptive Traffic Signal Controllers (MARLIN-ATSC): Methodology and Large-Scale Application on Downtown Toronto. - Samah El-Tantawy; Baher Abdulhai; Hossam Abdelgawad (IEEE Trans. Intell. Transp. Syst., 2013)

Frame-based mobility estimation via compressive sensing in delay-tolerant vehicular networks. - Waleed Alasmary; Shahrokh Valaee; Samah El-Tantawy; Baher Abdulhai (WiVeC, 2014)

Design of Reinforcement Learning Parameters for Seamless Application of Adaptive Traffic Signal Control. - Samah El-Tantawy; Baher Abdulhai; Hossam Abdelgawad (J. Intell. Transp. Syst., 2014)

Assessment of Adaptive Traffic Signal Control Using Hardware in the Loop Simulation. - Hossam Abdelgawad; Kasra Rezaee; Samah El-Tantawy; Baher Abdulhai; Tamer Abdulazim (ITSC, 2015)

Closed Loop Optimal Adaptive Traffic Signal and Ramp Control: A Case Study on Downtown Toronto. - Samah El-Tantawy; Kasra Rezaee; Baher Abdulhai (ITSC, 2015)

Speedup of DTA-Based Simulation of Large Metropolises for Quasi Real-Time ITS Applications. - Agop Koulakezian; Billy Graydon; Hossam Abdelgawad; Baher Abdulhai; Yi-Chang Chiu; Alberto Leon-Garcia (ITSC, 2015)

Robust Network Design for Roadway Networks: Unifying Framework and Application. - Agop Koulakezian; Hossam Abdelgawad; Ali Tizghadam; Baher Abdulhai; Alberto Leon-Garcia (IEEE Intell. Transp. Syst. Mag., 2015)

Assessing the Potential Impacts of Connected Vehicles: Mobility, Environmental, and Safety Perspectives. - Arash Olia; Hossam Abdelgawad; Baher Abdulhai; Saiedeh N. Razavi (J. Intell. Transp. Syst., 2016)

Optimizing the number and locations of freeway roadside equipment units for travel time estimation in a connected vehicle environment. - Arash Olia; Hossam Abdelgawad; Baher Abdulhai; Saiedeh N. Razavi (J. Intell. Transp. Syst., 2017)

iCity: big data and visualization urban transportation strategies. - Sara Diamond; Mark S. Fox; Megan Katsumi; Ajaz Hussain; Jeremy Bowes; Marcus Gordon; Baher Abdulhai; Amad Aqra; Amer Shalaby; Ehab Diab; Matthew J. Roorda; Dena Kasraian; et al. (CASCON, 2018)

Deep Learning vs. Discrete Reinforcement Learning for Adaptive Traffic Signal Control. - Soheil Mohamad Alizadeh Shabestary; Baher Abdulhai (ITSC, 2018)

Automatic Imputation of Missing Highway Traffic Volume Data. - Mohamed Elshenawy; Mohamed El-Darieby; Baher Abdulhai (PerCom Workshops, 2018)

Towards a service-oriented cyber-physical systems of systems for smart city mobility applications. - Mohamed Elshenawy; Baher Abdulhai; Mohamed El-Darieby (Future Gener. Comput. Syst., 2018)

Harnessing the Power of HPC in Simulation and Optimization of Large Transportation Networks: Spatio-Temporal Traffic Management in the Greater Toronto Area. - Aya Aboudina; Islam Kamel; Mohamed Elshenawy; Hossam Abdelgawad; Baher Abdulhai (IEEE Intell. Transp. Syst. Mag., 2018)

Traffic capacity implications of automated vehicles mixed with regular vehicles. - Arash Olia; Saiedeh N. Razavi; Baher Abdulhai; Hossam Abdelgawad (J. Intell. Transp. Syst., 2018)

Multimodal iNtelligent Deep (MiND) Traffic Signal Controller. - Soheil Mohamad Alizadeh Shabestary; Baher Abdulhai (ITSC, 2019)

Cycle-level vs. Second-by-Second Adaptive Traffic Signal Control using Deep Reinforcement Learning. - Soheil Mohamad Alizadeh Shabestary; Baher Abdulhai; Haohai Ma; Yi Huo (ITSC, 2020)

Microscopic Model-Based RL Approaches for Traffic Signal Control Generalize Better than Model-Free RL Approaches. - Parth Jaggi; Xiaoyu Wang; Nicolas Carrara; Scott Sanner; Baher Abdulhai (ITSC, 2021)

Revisiting Random Forests in a Comparative Evaluation of Graph Convolutional Neural Network Variants for Traffic Prediction. - Ta Jiun Ting; Xiaocan Li; Scott Sanner; Baher Abdulhai (ITSC, 2021)

Bilateral Deep Reinforcement Learning Approach for Better-than-human Car-following. - Tianyu Shi; Yifei Ai; Omar ElSamadisy; Baher Abdulhai (ITSC, 2022)

Bilateral Deep Reinforcement Learning Approach for Better-than-human Car Following Model. - Tianyu Shi; Yifei Ai; Omar ElSamadisy; Baher Abdulhai (CoRR, 2022)

A Critical Review of Traffic Signal Control and A Novel Unified View of Reinforcement Learning and Model Predictive Control Approaches for Adaptive Traffic Signal Control. - Xiaoyu Wang; Scott Sanner; Baher Abdulhai (CoRR, 2022)

Adaptive Traffic Signal Control With Deep Reinforcement Learning and High Dimensional Sensory Inputs: Case Study and Comprehensive Sensitivity Analyses. - Soheil Mohamad Alizadeh Shabestary; Baher Abdulhai (IEEE Trans. Intell. Transp. Syst., 2022)

Conservative Bayesian Model-Based Value Expansion for Offline Policy Optimization. - Jihwan Jeong; Xiaoyu Wang; Michael Gimelfarb; Hyunwoo Kim; Baher Abdulhai; Scott Sanner (ICLR, 2023)

Perimeter Control Using Deep Reinforcement Learning: A Model-Free Approach Towards Homogeneous Flow Rate Optimization. - Xiaocan Li; Ray Coden Mercurius; Ayal Taitler; Xiaoyu Wang; Mohammad Noaeen; Scott Sanner; Baher Abdulhai (ITSC, 2023)

A Case for Monte Carlo Tree Search in Adaptive Traffic Signal Control: Modifiability, Interpretability and Generalization. - Ilia Smirnov; Scott Sanner; Baher Abdulhai (ITSC, 2023)

eMARLIN+: Overcoming Partial-Observability Caused by Sensor Limitations and Short Detection Ranges in Traffic Signal Control. - Xiaoyu Wang; Ayal Taitler; Ilia Smirnov; Scott Sanner; Baher Abdulhai (ITSC, 2023)

SMAC-tuned Deep Q-learning for Ramp Metering. - Omar ElSamadisy; Yazeed Abdulhai; Haoyuan Xue; Ilia Smirnov; Elias B. Khalil; Baher Abdulhai (SM, 2023)

Deep Reinforcement Learning Two-Way Transit Signal Priority Algorithm for Optimizing Headway Adherence and Speed. - Wen Xun Hu; Hirotaka Ishihara; Chuhan Chen; Amer Shalaby; Baher Abdulhai (IEEE Trans. Intell. Transp. Syst., 2023)

Ground Plane Projection for Improved Traffic Analytics at Intersections. - Sajjad Pakdamansavoji; Kumar Vaibhav Jha; Baher Abdulhai; James H. Elder (ITSC, 2024)

Impact of Electrification on the Required Bus Fleet Size: The Case of Overnight Depot Charging. - Kareem Othman; Amer Shalaby; Baher Abdulhai (SM, 2024)

SECRM-2D: RL-Based Efficient and Comfortable Route-Following Autonomous Driving with Analytic Safety Guarantees. - Tianyu Shi; Ilia Smirnov; Omar ElSamadisy; Baher Abdulhai (CoRR, 2024)

Generalized Multi-hop Traffic Pressure for Heterogeneous Traffic Perimeter Control. - Xiaocan Li; Xiaoyu Wang; Ilia Smirnov; Scott Sanner; Baher Abdulhai (CoRR, 2024)

Mitigating Partial Observability in Adaptive Traffic Signal Control with Transformers. - Xiaoyu Wang; Ayal Taitler; Scott Sanner; Baher Abdulhai (CoRR, 2024)

Multi-hop Upstream Preemptive Traffic Signal Control with Deep Reinforcement Learning. - Xiaocan Li; Xiaoyu Wang; Ilia Smirnov; Scott Sanner; Baher Abdulhai (CoRR, 2024)

eMARLIN+: Addressing Partial Observability to Promote Traffic Signal Coordination by Leveraging Historical Information. - Xiaoyu Wang; Ayal Taitler; Ilia Smirnov; Scott Sanner; Baher Abdulhai (IEEE Trans. Intell. Transp. Syst., 2024)