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2020 – today
- 2024
[c33]Kareem Othman, Amer Shalaby, Baher Abdulhai:
Impact of Electrification on the Required Bus Fleet Size: The Case of Overnight Depot Charging. SM 2024: 9-16- [i8]Tianyu Shi, Ilia Smirnov, Omar ElSamadisy, Baher Abdulhai:
SECRM-2D: RL-Based Efficient and Comfortable Route-Following Autonomous Driving with Analytic Safety Guarantees. CoRR abs/2407.16857 (2024) - [i7]Xiaocan Li, Xiaoyu Wang, Ilia Smirnov, Scott Sanner, Baher Abdulhai:
Generalized Multi-hop Traffic Pressure for Heterogeneous Traffic Perimeter Control. CoRR abs/2409.00753 (2024) - [i6]Xiaoyu Wang, Ayal Taitler, Scott Sanner, Baher Abdulhai:
Mitigating Partial Observability in Adaptive Traffic Signal Control with Transformers. CoRR abs/2409.10693 (2024) - 2023
- [j20]Wen Xun Hu
, Hirotaka Ishihara, Chuhan Chen, Amer Shalaby, Baher Abdulhai:
Deep Reinforcement Learning Two-Way Transit Signal Priority Algorithm for Optimizing Headway Adherence and Speed. IEEE Trans. Intell. Transp. Syst. 24(8): 7920-7931 (2023) - [c32]Jihwan Jeong, Xiaoyu Wang, Michael Gimelfarb, Hyunwoo Kim, Baher Abdulhai, Scott Sanner:
Conservative Bayesian Model-Based Value Expansion for Offline Policy Optimization. ICLR 2023 - [c31]Xiaocan Li, Ray Coden Mercurius, Ayal Taitler, Xiaoyu Wang, Mohammad Noaeen, Scott Sanner, Baher Abdulhai:
Perimeter Control Using Deep Reinforcement Learning: A Model-Free Approach Towards Homogeneous Flow Rate Optimization. ITSC 2023: 1474-1479 - [c30]Ilia Smirnov, Scott Sanner, Baher Abdulhai:
A Case for Monte Carlo Tree Search in Adaptive Traffic Signal Control: Modifiability, Interpretability and Generalization. ITSC 2023: 1480-1486 - [c29]Xiaoyu Wang, Ayal Taitler, Ilia Smirnov, Scott Sanner, Baher Abdulhai:
eMARLIN+: Overcoming Partial-Observability Caused by Sensor Limitations and Short Detection Ranges in Traffic Signal Control. ITSC 2023: 2337-2342 - [c28]Omar ElSamadisy, Yazeed Abdulhai, Haoyuan Xue, Ilia Smirnov, Elias B. Khalil, Baher Abdulhai:
SMAC-tuned Deep Q-learning for Ramp Metering. SM 2023: 65-72 - [i5]Xiaocan Li, Ray Coden Mercurius, Ayal Taitler, Xiaoyu Wang, Mohammad Noaeen, Scott Sanner, Baher Abdulhai:
Perimeter Control Using Deep Reinforcement Learning: A Model-free Approach towards Homogeneous Flow Rate Optimization. CoRR abs/2305.19291 (2023) - [i4]Ta Jiun Ting, Xiaocan Li, Scott Sanner, Baher Abdulhai:
Revisiting Random Forests in a Comparative Evaluation of Graph Convolutional Neural Network Variants for Traffic Prediction. CoRR abs/2305.19292 (2023) - 2022
- [j19]Soheil Mohamad Alizadeh Shabestary, Baher Abdulhai:
Adaptive Traffic Signal Control With Deep Reinforcement Learning and High Dimensional Sensory Inputs: Case Study and Comprehensive Sensitivity Analyses. IEEE Trans. Intell. Transp. Syst. 23(11): 20021-20035 (2022) - [c27]Tianyu Shi, Yifei Ai, Omar ElSamadisy, Baher Abdulhai:
Bilateral Deep Reinforcement Learning Approach for Better-than-human Car-following. ITSC 2022: 3986-3992 - [i3]Tianyu Shi, Yifei Ai, Omar ElSamadisy, Baher Abdulhai:
Bilateral Deep Reinforcement Learning Approach for Better-than-human Car Following Model. CoRR abs/2203.04749 (2022) - [i2]Jihwan Jeong, Xiaoyu Wang, Michael Gimelfarb, Hyunwoo Kim, Baher Abdulhai, Scott Sanner:
Conservative Bayesian Model-Based Value Expansion for Offline Policy Optimization. CoRR abs/2210.03802 (2022) - [i1]Xiaoyu Wang, Scott Sanner, Baher Abdulhai:
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 abs/2211.14426 (2022) - 2021
- [c26]Ta Jiun Ting, Xiaocan Li, Scott Sanner, Baher Abdulhai:
Revisiting Random Forests in a Comparative Evaluation of Graph Convolutional Neural Network Variants for Traffic Prediction. ITSC 2021: 1259-1265 - [c25]Parth Jaggi, Xiaoyu Wang, Nicolas Carrara, Scott Sanner, Baher Abdulhai:
Microscopic Model-Based RL Approaches for Traffic Signal Control Generalize Better than Model-Free RL Approaches. ITSC 2021: 2525-2532 - 2020
- [c24]Soheil Mohamad Alizadeh Shabestary, Baher Abdulhai, Haohai Ma, Yi Huo:
Cycle-level vs. Second-by-Second Adaptive Traffic Signal Control using Deep Reinforcement Learning. ITSC 2020: 1-8
2010 – 2019
- 2019
- [c23]Soheil Mohamad Alizadeh Shabestary, Baher Abdulhai:
Multimodal iNtelligent Deep (MiND) Traffic Signal Controller. ITSC 2019: 4532-4539 - 2018
- [j18]Mohamed Elshenawy, Baher Abdulhai, Mohamed El-Darieby:
Towards a service-oriented cyber-physical systems of systems for smart city mobility applications. Future Gener. Comput. Syst. 79: 575-587 (2018) - [j17]Aya Aboudina, Islam Kamel, Mohamed Elshenawy, Hossam Abdelgawad, Baher Abdulhai:
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. 10(1): 95-106 (2018) - [j16]Arash Olia, Saiedeh N. Razavi, Baher Abdulhai, Hossam Abdelgawad:
Traffic capacity implications of automated vehicles mixed with regular vehicles. J. Intell. Transp. Syst. 22(3): 244-262 (2018) - [c22]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:
iCity: big data and visualization urban transportation strategies. CASCON 2018: 401-402 - [c21]Soheil Mohamad Alizadeh Shabestary, Baher Abdulhai:
Deep Learning vs. Discrete Reinforcement Learning for Adaptive Traffic Signal Control. ITSC 2018: 286-293 - [c20]Mohamed Elshenawy, Mohamed El-Darieby, Baher Abdulhai:
Automatic Imputation of Missing Highway Traffic Volume Data. PerCom Workshops 2018: 373-378 - 2017
- [j15]Arash Olia, Hossam Abdelgawad, Baher Abdulhai, Saiedeh N. Razavi:
Optimizing the number and locations of freeway roadside equipment units for travel time estimation in a connected vehicle environment. J. Intell. Transp. Syst. 21(4): 296-309 (2017) - 2016
- [j14]Arash Olia, Hossam Abdelgawad, Baher Abdulhai, Saiedeh N. Razavi:
Assessing the Potential Impacts of Connected Vehicles: Mobility, Environmental, and Safety Perspectives. J. Intell. Transp. Syst. 20(3): 229-243 (2016) - 2015
- [j13]Agop Koulakezian, Hossam Abdelgawad, Ali Tizghadam, Baher Abdulhai, Alberto Leon-Garcia:
Robust Network Design for Roadway Networks: Unifying Framework and Application. IEEE Intell. Transp. Syst. Mag. 7(2): 34-46 (2015) - [c19]Agop Koulakezian, Billy Graydon, Hossam Abdelgawad, Baher Abdulhai, Yi-Chang Chiu, Alberto Leon-Garcia:
Speedup of DTA-Based Simulation of Large Metropolises for Quasi Real-Time ITS Applications. ITSC 2015: 483-490 - [c18]Hossam Abdelgawad, Kasra Rezaee, Samah El-Tantawy, Baher Abdulhai, Tamer Abdulazim:
Assessment of Adaptive Traffic Signal Control Using Hardware in the Loop Simulation. ITSC 2015: 1189-1195 - [c17]Samah El-Tantawy, Kasra Rezaee, Baher Abdulhai:
Closed Loop Optimal Adaptive Traffic Signal and Ramp Control: A Case Study on Downtown Toronto. ITSC 2015: 2398-2404 - 2014
- [j12]Samah El-Tantawy, Baher Abdulhai, Hossam Abdelgawad:
Design of Reinforcement Learning Parameters for Seamless Application of Adaptive Traffic Signal Control. J. Intell. Transp. Syst. 18(3): 227-245 (2014) - [c16]Waleed Alasmary, Shahrokh Valaee, Samah El-Tantawy, Baher Abdulhai:
Frame-based mobility estimation via compressive sensing in delay-tolerant vehicular networks. WiVeC 2014: 1-5 - 2013
- [j11]Mohamed Maher Ata, Mohamed El-Darieby, Baher Abdulhai, Emad A. Felemban, Saleh M. Basalamah, Basim Zafar:
Estimation Vehicular Waiting Time at Traffic Build-Up Queues. Int. J. Distributed Sens. Networks 9 (2013) - [j10]Chris Bachmann, Matthew J. Roorda, Baher Abdulhai, Behzad Moshiri:
Fusing a Bluetooth Traffic Monitoring System With Loop Detector Data for Improved Freeway Traffic Speed Estimation. J. Intell. Transp. Syst. 17(2): 152-164 (2013) - [j9]Javad Abdi, Behzad Moshiri, Baher Abdulhai, Ali Khaki-Sedigh:
Short-term traffic flow forecasting: parametric and nonparametric approaches via emotional temporal difference learning. Neural Comput. Appl. 23(1): 141-159 (2013) - [j8]Samah El-Tantawy, Baher Abdulhai, Hossam Abdelgawad:
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. 14(3): 1140-1150 (2013) - 2012
- [j7]Javad Abdi, Behzad Moshiri, Baher Abdulhai, Ali Khaki-Sedigh:
Forecasting of short-term traffic-flow based on improved neurofuzzy models via emotional temporal difference learning algorithm. Eng. Appl. Artif. Intell. 25(5): 1022-1042 (2012) - [j6]Lina Kattan, Baher Abdulhai:
Sensitivity Analysis of an Evolutionary-Based Time-Dependent Origin/Destination Estimation Framework. IEEE Trans. Intell. Transp. Syst. 13(3): 1442-1453 (2012) - [c15]Samah El-Tantawy, Baher Abdulhai:
Multi-Agent Reinforcement Learning for Integrated Network of Adaptive Traffic Signal Controllers (MARLIN-ATSC). ITSC 2012: 319-326 - [c14]Kasra Rezaee, Baher Abdulhai, Hossam Abdelgawad:
Application of reinforcement learning with continuous state space to ramp metering in real-world conditions. ITSC 2012: 1590-1595 - 2010
- [c13]Samah El-Tantawy, Baher Abdulhai:
An agent-based learning towards decentralized and coordinated traffic signal control. ITSC 2010: 665-670 - [c12]Lina Kattan, Baher Abdulhai:
Distributed evolutionary estimation of dynamic traffic origin/destination. ITSC 2010: 911-916 - [c11]Mohamed Elshenawy, Mohamed El-Darieby, Baher Abdulhai:
Scalable and location-aware its content management in vehicular environments. Intelligent Vehicles Symposium 2010: 627-633
2000 – 2009
- 2009
- [j5]Young-Ji Byon, Baher Abdulhai, Amer Shalaby:
Real-Time Transportation Mode Detection via Tracking Global Positioning System Mobile Devices. J. Intell. Transp. Syst. 13(4): 161-170 (2009) - [c10]Mohamed Elshenawy, Mohamed El-Darieby, Baher Abdulhai:
Mobile service-oriented content delivery in wireless mesh networks. Integrated Network Management 2009: 646-652 - [c9]Mohamed Elshenawy, Mohamed El-Darieby, Baher Abdulhai:
Vehicular Mobility Management Schemes for Balancing Loads among WMN Access Points. VTC Spring 2009 - 2008
- [c8]Hazem Ahmed, Mohamed El-Darieby, Yasser L. Morgan, Baher Abdulhai:
A Wireless Mesh Network-Based Platform for ITS. VTC Spring 2008: 3047-3051 - 2006
- [c7]Baher Abdulhai:
Welcome to ITSC 2006! ITSC 2006 - [c6]Céline Jacob, Baher Abdulhai, Alireza Hadayeghi, Brian J. Malone:
Highway Work Zone Dynamic Traffic Control Using Machine Learning. ITSC 2006: 267-272 - [c5]Young-Ji Byon, Amer Shalaby, Baher Abdulhai:
Travel Time Collection and Traffic Monitoring Via GPS Technologies. ITSC 2006: 677-682 - [c4]Hoda Talaat, Baher Abdulhai:
Modeling Driver Psychological Deliberation During Dynamic Route Selection Processes. ITSC 2006: 695-700 - [c3]Simon Foo, Baher Abdulhai:
Evaluating the impacts of changeable message signs on traffic diversion. ITSC 2006: 891-896 - [c2]Simon Foo, Roger Browne, Eamonn Doherty, Dave Ashton, Baher Abdulhai:
Building an online its research and training facility - The icat database and platform. ITSC 2006: 1137-1142 - 2005
- [j4]Jinwoo Lee, Baher Abdulhai, Amer Shalaby, Eui-Hwan Chung:
Real-Time Optimization for Adaptive Traffic Signal Control Using Genetic Algorithms. J. Intell. Transp. Syst. 9(3): 111-122 (2005) - [c1]Céline Jacob, Baher Abdulhai:
Integrated traffic corridor control using machine learning. SMC 2005: 3460-3465 - 2003
- [j3]Baher Abdulhai:
ITS, Eh! Meet Canada's Flagship ITS Centre and Testbed. IEEE Intell. Syst. 18(1): 86-89 (2003) - 2002
- [j2]Baher Abdulhai, Himanshu Porwal, Will Recker:
Short-Term Traffic Flow Prediction Using Neuro-Genetic Algorithms. J. Intell. Transp. Syst. 7(1): 3-41 (2002) - [j1]Baher Abdulhai, Jiuh-Biing Sheu, Wilfred W. Recker:
Development and Performance Evaluation of an ITS-Ready Microscopic Traffic Model for Irvine, California. J. Intell. Transp. Syst. 7(1): 79-102 (2002)
Coauthor Index
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