Baher Abdulhai

67 papers A* 1B 2Journal 32Unranked 32

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Enhancing transit corridor performance through dynamic bus lanes: analyzing performance at different traffic compliance rates. Public Transp. Kareem Othman, Amer Shalaby, Baher Abdulhai
2025	—	`conf`	Getting Ready for Deployment: Transformer-Enabled Robust Adaptive Traffic Signal Control. ITSC Xiaoyu Wang, Ilia Smirnov, Scott Sanner, Baher Abdulhai
2025	J	`jnl`	Ground Plane Projection for Improved Traffic Analytics at Intersections. CoRR Sajjad Pakdamansavoji, Kumar Vaibhav Jha, Baher Abdulhai, James H. Elder
2024	J	`jnl`	Generalized Multi-hop Traffic Pressure for Heterogeneous Traffic Perimeter Control. CoRR Xiaocan Li, Xiaoyu Wang, Ilia Smirnov, Scott Sanner, Baher Abdulhai
2024	—	`conf`	Ground Plane Projection for Improved Traffic Analytics at Intersections. ITSC Sajjad Pakdamansavoji, Kumar Vaibhav Jha, Baher Abdulhai, James H. Elder
2024	—	`conf`	Impact of Electrification on the Required Bus Fleet Size: The Case of Overnight Depot Charging. SM Kareem Othman, Amer Shalaby, Baher Abdulhai
2024	J	`jnl`	Mitigating Partial Observability in Adaptive Traffic Signal Control with Transformers. CoRR Xiaoyu Wang, Ayal Taitler, Scott Sanner, Baher Abdulhai
2024	J	`jnl`	Multi-hop Upstream Preemptive Traffic Signal Control with Deep Reinforcement Learning. CoRR Xiaocan Li, Xiaoyu Wang, Ilia Smirnov, Scott Sanner, Baher Abdulhai
2024	J	`jnl`	SECRM-2D: RL-Based Efficient and Comfortable Route-Following Autonomous Driving with Analytic Safety Guarantees. CoRR Tianyu Shi, Ilia Smirnov, Omar ElSamadisy, Baher Abdulhai
2024	J	`jnl`	eMARLIN+: Addressing Partial Observability to Promote Traffic Signal Coordination by Leveraging Historical Information. IEEE Trans. Intell. Transp. Syst. Xiaoyu Wang, Ayal Taitler, Ilia Smirnov, Scott Sanner, Baher Abdulhai
2023	—	`conf`	A Case for Monte Carlo Tree Search in Adaptive Traffic Signal Control: Modifiability, Interpretability and Generalization. ITSC Ilia Smirnov, Scott Sanner, Baher Abdulhai
2023	A*	`conf`	Conservative Bayesian Model-Based Value Expansion for Offline Policy Optimization. ICLR Jihwan Jeong, Xiaoyu Wang, Michael Gimelfarb, Hyunwoo Kim, Baher Abdulhai, Scott Sanner
2023	J	`jnl`	Deep Reinforcement Learning Two-Way Transit Signal Priority Algorithm for Optimizing Headway Adherence and Speed. IEEE Trans. Intell. Transp. Syst. Wen Xun Hu, Hirotaka Ishihara, Chuhan Chen, Amer Shalaby, Baher Abdulhai
2023	—	`conf`	Perimeter Control Using Deep Reinforcement Learning: A Model-Free Approach Towards Homogeneous Flow Rate Optimization. ITSC Xiaocan Li, Ray Coden Mercurius, Ayal Taitler, Xiaoyu Wang, Mohammad Noaeen, Scott Sanner, Baher Abdulhai
2023	J	`jnl`	Perimeter Control Using Deep Reinforcement Learning: A Model-free Approach towards Homogeneous Flow Rate Optimization. CoRR Xiaocan Li, Ray Coden Mercurius, Ayal Taitler, Xiaoyu Wang, Mohammad Noaeen, Scott Sanner, Baher Abdulhai
2023	J	`jnl`	Revisiting Random Forests in a Comparative Evaluation of Graph Convolutional Neural Network Variants for Traffic Prediction. CoRR Ta Jiun Ting, Xiaocan Li, Scott Sanner, Baher Abdulhai
2023	—	`conf`	SMAC-tuned Deep Q-learning for Ramp Metering. SM Omar ElSamadisy, Yazeed Abdulhai, Haoyuan Xue, Ilia Smirnov, Elias B. Khalil, Baher Abdulhai
2023	—	`conf`	eMARLIN+: Overcoming Partial-Observability Caused by Sensor Limitations and Short Detection Ranges in Traffic Signal Control. ITSC Xiaoyu Wang, Ayal Taitler, Ilia Smirnov, Scott Sanner, Baher Abdulhai
2022	J	`jnl`	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. CoRR Xiaoyu Wang, Scott Sanner, Baher Abdulhai
2022	J	`jnl`	Adaptive Traffic Signal Control With Deep Reinforcement Learning and High Dimensional Sensory Inputs: Case Study and Comprehensive Sensitivity Analyses. IEEE Trans. Intell. Transp. Syst. Soheil Mohamad Alizadeh Shabestary, Baher Abdulhai
2022	J	`jnl`	Bilateral Deep Reinforcement Learning Approach for Better-than-human Car Following Model. CoRR Tianyu Shi, Yifei Ai, Omar ElSamadisy, Baher Abdulhai
2022	—	`conf`	Bilateral Deep Reinforcement Learning Approach for Better-than-human Car-following. ITSC Tianyu Shi, Yifei Ai, Omar ElSamadisy, Baher Abdulhai
2022	J	`jnl`	Conservative Bayesian Model-Based Value Expansion for Offline Policy Optimization. CoRR Jihwan Jeong, Xiaoyu Wang, Michael Gimelfarb, Hyunwoo Kim, Baher Abdulhai, Scott Sanner
2021	—	`conf`	Microscopic Model-Based RL Approaches for Traffic Signal Control Generalize Better than Model-Free RL Approaches. ITSC Parth Jaggi, Xiaoyu Wang, Nicolas Carrara, Scott Sanner, Baher Abdulhai
2021	—	`conf`	Revisiting Random Forests in a Comparative Evaluation of Graph Convolutional Neural Network Variants for Traffic Prediction. ITSC Ta Jiun Ting, Xiaocan Li, Scott Sanner, Baher Abdulhai
2020	—	`conf`	Cycle-level vs. Second-by-Second Adaptive Traffic Signal Control using Deep Reinforcement Learning. ITSC Soheil Mohamad Alizadeh Shabestary, Baher Abdulhai, Haohai Ma, Yi Huo
2019	—	`conf`	Multimodal iNtelligent Deep (MiND) Traffic Signal Controller. ITSC Soheil Mohamad Alizadeh Shabestary, Baher Abdulhai
2018	—	`conf`	Automatic Imputation of Missing Highway Traffic Volume Data. PerCom Workshops Mohamed Elshenawy, Mohamed El-Darieby, Baher Abdulhai
2018	—	`conf`	Deep Learning vs. Discrete Reinforcement Learning for Adaptive Traffic Signal Control. ITSC Soheil Mohamad Alizadeh Shabestary, Baher Abdulhai
2018	J	`jnl`	Harnessing the Power of HPC in Simulation and Optimization of Large Transportation Networks: Spatio-Temporal Traffic Management in the Greater Toronto Area. IEEE Intell. Transp. Syst. Mag. Aya Aboudina, Islam Kamel, Mohamed Elshenawy, Hossam Abdelgawad, Baher Abdulhai
2018	J	`jnl`	Towards a service-oriented cyber-physical systems of systems for smart city mobility applications. Future Gener. Comput. Syst. Mohamed Elshenawy, Baher Abdulhai, Mohamed El-Darieby
2018	J	`jnl`	Traffic capacity implications of automated vehicles mixed with regular vehicles. J. Intell. Transp. Syst. Arash Olia, Saiedeh N. Razavi, Baher Abdulhai, Hossam Abdelgawad
2018	—	`conf`	iCity: big data and visualization urban transportation strategies. CASCON 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, David Kossowsky, Esri Canada, Michael Luubert, Brent Hall, Judy Farvolen, Elyse Parker, Jesse Coleman
2017	J	`jnl`	Optimizing the number and locations of freeway roadside equipment units for travel time estimation in a connected vehicle environment. J. Intell. Transp. Syst. Arash Olia, Hossam Abdelgawad, Baher Abdulhai, Saiedeh N. Razavi
2016	J	`jnl`	Assessing the Potential Impacts of Connected Vehicles: Mobility, Environmental, and Safety Perspectives. J. Intell. Transp. Syst. Arash Olia, Hossam Abdelgawad, Baher Abdulhai, Saiedeh N. Razavi
2015	—	`conf`	Assessment of Adaptive Traffic Signal Control Using Hardware in the Loop Simulation. ITSC Hossam Abdelgawad, Kasra Rezaee, Samah El-Tantawy, Baher Abdulhai, Tamer Abdulazim
2015	—	`conf`	Closed Loop Optimal Adaptive Traffic Signal and Ramp Control: A Case Study on Downtown Toronto. ITSC Samah El-Tantawy, Kasra Rezaee, Baher Abdulhai
2015	J	`jnl`	Robust Network Design for Roadway Networks: Unifying Framework and Application. IEEE Intell. Transp. Syst. Mag. Agop Koulakezian, Hossam Abdelgawad, Ali Tizghadam, Baher Abdulhai, Alberto Leon-Garcia
2015	—	`conf`	Speedup of DTA-Based Simulation of Large Metropolises for Quasi Real-Time ITS Applications. ITSC Agop Koulakezian, Billy Graydon, Hossam Abdelgawad, Baher Abdulhai, Yi-Chang Chiu, Alberto Leon-Garcia
2014	J	`jnl`	Design of Reinforcement Learning Parameters for Seamless Application of Adaptive Traffic Signal Control. J. Intell. Transp. Syst. Samah El-Tantawy, Baher Abdulhai, Hossam Abdelgawad
2014	—	`conf`	Frame-based mobility estimation via compressive sensing in delay-tolerant vehicular networks. WiVeC Waleed Alasmary, Shahrokh Valaee, Samah El-Tantawy, Baher Abdulhai
2013	J	`jnl`	Estimation Vehicular Waiting Time at Traffic Build-Up Queues. Int. J. Distributed Sens. Networks Mohamed Maher Ata, Mohamed El-Darieby, Baher Abdulhai, Emad A. Felemban, Saleh M. Basalamah, Basim Zafar
2013	J	`jnl`	Fusing a Bluetooth Traffic Monitoring System With Loop Detector Data for Improved Freeway Traffic Speed Estimation. J. Intell. Transp. Syst. Chris Bachmann, Matthew J. Roorda, Baher Abdulhai, Behzad Moshiri
2013	J	`jnl`	Multiagent Reinforcement Learning for Integrated Network of Adaptive Traffic Signal Controllers (MARLIN-ATSC): Methodology and Large-Scale Application on Downtown Toronto. IEEE Trans. Intell. Transp. Syst. Samah El-Tantawy, Baher Abdulhai, Hossam Abdelgawad
2013	J	`jnl`	Short-term traffic flow forecasting: parametric and nonparametric approaches via emotional temporal difference learning. Neural Comput. Appl. Javad Abdi, Behzad Moshiri, Baher Abdulhai, Ali Khaki-Sedigh
2012	—	`conf`	Application of reinforcement learning with continuous state space to ramp metering in real-world conditions. ITSC Kasra Rezaee, Baher Abdulhai, Hossam Abdelgawad
2012	J	`jnl`	Forecasting of short-term traffic-flow based on improved neurofuzzy models via emotional temporal difference learning algorithm. Eng. Appl. Artif. Intell. Javad Abdi, Behzad Moshiri, Baher Abdulhai, Ali Khaki-Sedigh
2012	—	`conf`	Multi-Agent Reinforcement Learning for Integrated Network of Adaptive Traffic Signal Controllers (MARLIN-ATSC). ITSC Samah El-Tantawy, Baher Abdulhai
2012	J	`jnl`	Sensitivity Analysis of an Evolutionary-Based Time-Dependent Origin/Destination Estimation Framework. IEEE Trans. Intell. Transp. Syst. Lina Kattan, Baher Abdulhai
2010	—	`conf`	An agent-based learning towards decentralized and coordinated traffic signal control. ITSC Samah El-Tantawy, Baher Abdulhai
2010	—	`conf`	Distributed evolutionary estimation of dynamic traffic origin/destination. ITSC Lina Kattan, Baher Abdulhai
2010	B	`conf`	Scalable and location-aware its content management in vehicular environments. Intelligent Vehicles Symposium Mohamed Elshenawy, Mohamed El-Darieby, Baher Abdulhai
2009	—	`conf`	Mobile service-oriented content delivery in wireless mesh networks. Integrated Network Management Mohamed Elshenawy, Mohamed El-Darieby, Baher Abdulhai
2009	J	`jnl`	Real-Time Transportation Mode Detection via Tracking Global Positioning System Mobile Devices. J. Intell. Transp. Syst. Young-Ji Byon, Baher Abdulhai, Amer Shalaby
2009	—	`conf`	Vehicular Mobility Management Schemes for Balancing Loads among WMN Access Points. VTC Spring Mohamed Elshenawy, Mohamed El-Darieby, Baher Abdulhai
2008	—	`conf`	A Wireless Mesh Network-Based Platform for ITS. VTC Spring Hazem Ahmed, Mohamed El-Darieby, Yasser L. Morgan, Baher Abdulhai
2006	—	`conf`	Building an online its research and training facility - The icat database and platform. ITSC Simon Foo, Roger Browne, Eamonn Doherty, Dave Ashton, Baher Abdulhai
2006	—	`conf`	Evaluating the impacts of changeable message signs on traffic diversion. ITSC Simon Foo, Baher Abdulhai
2006	—	`conf`	Highway Work Zone Dynamic Traffic Control Using Machine Learning. ITSC Céline Jacob, Baher Abdulhai, Alireza Hadayeghi, Brian J. Malone
2006	—	`conf`	Modeling Driver Psychological Deliberation During Dynamic Route Selection Processes. ITSC Hoda Talaat, Baher Abdulhai
2006	—	`conf`	Travel Time Collection and Traffic Monitoring Via GPS Technologies. ITSC Young-Ji Byon, Amer Shalaby, Baher Abdulhai
2006	—	`conf`	Welcome to ITSC 2006! ITSC Baher Abdulhai
2005	B	`conf`	Integrated traffic corridor control using machine learning. SMC Céline Jacob, Baher Abdulhai
2005	J	`jnl`	Real-Time Optimization for Adaptive Traffic Signal Control Using Genetic Algorithms. J. Intell. Transp. Syst. Jinwoo Lee, Baher Abdulhai, Amer Shalaby, Eui-Hwan Chung
2003	J	`jnl`	ITS, Eh! Meet Canada's Flagship ITS Centre and Testbed. IEEE Intell. Syst. Baher Abdulhai
2002	J	`jnl`	Development and Performance Evaluation of an ITS-Ready Microscopic Traffic Model for Irvine, California. J. Intell. Transp. Syst. Baher Abdulhai, Jiuh-Biing Sheu, Wilfred W. Recker
2002	J	`jnl`	Short-Term Traffic Flow Prediction Using Neuro-Genetic Algorithms. J. Intell. Transp. Syst. Baher Abdulhai, Himanshu Porwal, Will Recker