Baher Abdulhai

According to our database, Baher Abdulhai authored at least 54 papers between 2002 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

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., August, 2023

SMAC-tuned Deep Q-learning for Ramp Metering.

Omar ElSamadisy, Yazeed Abdulhai, Haoyuan Xue, Ilia Smirnov, Elias B. Khalil, Baher Abdulhai

Proceedings of the IEEE International Conference on Smart Mobility, 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

Proceedings of the 25th IEEE International Conference on Intelligent Transportation Systems, 2023

A Case for Monte Carlo Tree Search in Adaptive Traffic Signal Control: Modifiability, Interpretability and Generalization.

Ilia Smirnov, Scott Sanner, Baher Abdulhai

Proceedings of the 25th IEEE International Conference on Intelligent Transportation Systems, 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

Proceedings of the 25th IEEE International Conference on Intelligent Transportation Systems, 2023

Conservative Bayesian Model-Based Value Expansion for Offline Policy Optimization.

Jihwan Jeong, Xiaoyu Wang, Michael Gimelfarb, Hyunwoo Kim, Baher Abdulhai, Scott Sanner

Proceedings of the Eleventh International Conference on Learning Representations, 2023

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

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

Bilateral Deep Reinforcement Learning Approach for Better-than-human Car Following Model.

Tianyu Shi, Yifei Ai, Omar ElSamadisy, Baher Abdulhai

CoRR, 2022

Bilateral Deep Reinforcement Learning Approach for Better-than-human Car-following.

Tianyu Shi, Yifei Ai, Omar ElSamadisy, Baher Abdulhai

Proceedings of the 25th IEEE International Conference on Intelligent Transportation Systems, 2022

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

Proceedings of the 24th IEEE International Intelligent Transportation Systems Conference, 2021

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

Proceedings of the 24th IEEE International Intelligent Transportation Systems Conference, 2021

2020

Cycle-level vs. Second-by-Second Adaptive Traffic Signal Control using Deep Reinforcement Learning.

Soheil Mohamad Alizadeh Shabestary, Baher Abdulhai, Haohai Ma, Yi Huo

Proceedings of the 23rd IEEE International Conference on Intelligent Transportation Systems, 2020

2019

Multimodal iNtelligent Deep (MiND) Traffic Signal Controller.

Soheil Mohamad Alizadeh Shabestary, Baher Abdulhai

Proceedings of the 2019 IEEE Intelligent Transportation Systems Conference, 2019

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

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

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

Automatic Imputation of Missing Highway Traffic Volume Data.

Mohamed Elshenawy, Mohamed El-Darieby, Baher Abdulhai

Proceedings of the 2018 IEEE International Conference on Pervasive Computing and Communications Workshops, 2018

Deep Learning vs. Discrete Reinforcement Learning for Adaptive Traffic Signal Control.

Soheil Mohamad Alizadeh Shabestary, Baher Abdulhai

Proceedings of the 21st International Conference on Intelligent Transportation Systems, 2018

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, David Kossowsky, Esri Canada, Michael Luubert, Brent Hall, Judy Farvolen, Elyse Parker, Jesse Coleman

Proceedings of the 28th Annual International Conference on Computer Science and Software Engineering, 2018

2017

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

2016

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

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

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

Proceedings of the IEEE 18th International Conference on Intelligent Transportation Systems, 2015

Closed Loop Optimal Adaptive Traffic Signal and Ramp Control: A Case Study on Downtown Toronto.

Samah El-Tantawy, Kasra Rezaee, Baher Abdulhai

Proceedings of the IEEE 18th International Conference on Intelligent Transportation Systems, 2015

Assessment of Adaptive Traffic Signal Control Using Hardware in the Loop Simulation.

Hossam Abdelgawad, Kasra Rezaee, Samah El-Tantawy, Baher Abdulhai, Tamer Abdulazim

Proceedings of the IEEE 18th International Conference on Intelligent Transportation Systems, 2015

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

Frame-based mobility estimation via compressive sensing in delay-tolerant vehicular networks.

Waleed Alasmary, Shahrokh Valaee, Samah El-Tantawy, Baher Abdulhai

Proceedings of the 6th IEEE International Symposium on Wireless Vehicular Communications, 2014

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

Short-term traffic flow forecasting: parametric and nonparametric approaches via emotional temporal difference learning.

Javad Abdi, Behzad Moshiri, Baher Abdulhai, Ali Khaki-Sedigh

Neural Comput. Appl., 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

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

2012

Sensitivity Analysis of an Evolutionary-Based Time-Dependent Origin/Destination Estimation Framework.

Lina Kattan, Baher Abdulhai

IEEE Trans. Intell. Transp. Syst., 2012

Forecasting of short-term traffic-flow based on improved neurofuzzy models via emotional temporal difference learning algorithm.

Javad Abdi, Behzad Moshiri, Baher Abdulhai, Ali Khaki-Sedigh

Eng. Appl. Artif. Intell., 2012

Application of reinforcement learning with continuous state space to ramp metering in real-world conditions.

Kasra Rezaee, Baher Abdulhai, Hossam Abdelgawad

Proceedings of the 15th International IEEE Conference on Intelligent Transportation Systems, 2012

Multi-Agent Reinforcement Learning for Integrated Network of Adaptive Traffic Signal Controllers (MARLIN-ATSC).

Samah El-Tantawy, Baher Abdulhai

Proceedings of the 15th International IEEE Conference on Intelligent Transportation Systems, 2012

2010

Scalable and location-aware its content management in vehicular environments.

Mohamed Elshenawy, Mohamed El-Darieby, Baher Abdulhai

Proceedings of the IEEE Intelligent Vehicles Symposium (IV), 2010

Distributed evolutionary estimation of dynamic traffic origin/destination.

Lina Kattan, Baher Abdulhai

Proceedings of the 13th International IEEE Conference on Intelligent Transportation Systems, 2010

An agent-based learning towards decentralized and coordinated traffic signal control.

Samah El-Tantawy, Baher Abdulhai

Proceedings of the 13th International IEEE Conference on Intelligent Transportation Systems, 2010

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

Vehicular Mobility Management Schemes for Balancing Loads among WMN Access Points.

Mohamed Elshenawy, Mohamed El-Darieby, Baher Abdulhai

Proceedings of the 69th IEEE Vehicular Technology Conference, 2009

Mobile service-oriented content delivery in wireless mesh networks.

Mohamed Elshenawy, Mohamed El-Darieby, Baher Abdulhai

Proceedings of the Integrated Network Management, 2009

2008

A Wireless Mesh Network-Based Platform for ITS.

Hazem Ahmed, Mohamed El-Darieby, Yasser L. Morgan, Baher Abdulhai

Proceedings of the 67th IEEE Vehicular Technology Conference, 2008

2006

Modeling Driver Psychological Deliberation During Dynamic Route Selection Processes.

Hoda Talaat, Baher Abdulhai

Proceedings of the IEEE Intelligent Transportation Systems Conference, 2006

Highway Work Zone Dynamic Traffic Control Using Machine Learning.

Céline Jacob, Baher Abdulhai, Alireza Hadayeghi, Brian J. Malone

Proceedings of the IEEE Intelligent Transportation Systems Conference, 2006

Building an online its research and training facility - The icat database and platform.

Simon Foo, Roger Browne, Eamonn Doherty, Dave Ashton, Baher Abdulhai

Proceedings of the IEEE Intelligent Transportation Systems Conference, 2006

Evaluating the impacts of changeable message signs on traffic diversion.

Simon Foo, Baher Abdulhai

Proceedings of the IEEE Intelligent Transportation Systems Conference, 2006

Travel Time Collection and Traffic Monitoring Via GPS Technologies.

Young-Ji Byon, Amer Shalaby, Baher Abdulhai

Proceedings of the IEEE Intelligent Transportation Systems Conference, 2006

Welcome to ITSC 2006!

Baher Abdulhai

Proceedings of the IEEE Intelligent Transportation Systems Conference, 2006

2005

Real-Time Optimization for Adaptive Traffic Signal Control Using Genetic Algorithms.

Jinwoo Lee, Baher Abdulhai, Amer Shalaby, Eui-Hwan Chung

J. Intell. Transp. Syst., 2005

Integrated traffic corridor control using machine learning.

Céline Jacob, Baher Abdulhai

Proceedings of the IEEE International Conference on Systems, 2005

2003

ITS, Eh! Meet Canada's Flagship ITS Centre and Testbed.

Baher Abdulhai

IEEE Intell. Syst., 2003

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

Short-Term Traffic Flow Prediction Using Neuro-Genetic Algorithms.

Baher Abdulhai, Himanshu Porwal, Will Recker

J. Intell. Transp. Syst., 2002