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Baher Abdulhai
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Reinforcement Learning for True Adaptive Traffic Signal Control
B Abdulhai, R Pringle, GJ Karakoulas
Journal of Transportation Engineering 129 (3), 278-285, 2003
5812003
Multiagent reinforcement learning for integrated network of adaptive traffic signal controllers (MARLIN-ATSC): methodology and large-scale application on downtown Toronto
S El-Tantawy, B Abdulhai, H Abdelgawad
IEEE transactions on Intelligent transportation systems 14 (3), 1140-1150, 2013
5262013
Genetic algorithm-based optimization approach and generic tool for calibrating traffic microscopic simulation parameters
T Ma, B Abdulhai
Transportation research record 1800 (1), 6-15, 2002
1862002
Short-term traffic flow prediction using neuro-genetic algorithms
B Abdulhai, H Porwal, W Recker
ITS Journal-Intelligent Transportation Systems Journal 7 (1), 3-41, 2002
1762002
Enhancing the universality and transferability of freeway incident detection using a Bayesian-based neural network
B Abdulhai, SG Ritchie
Transportation Research Part C: Emerging Technologies 7 (5), 261-280, 1999
1681999
Traffic capacity implications of automated vehicles mixed with regular vehicles
A Olia, S Razavi, B Abdulhai, H Abdelgawad
Journal of Intelligent Transportation Systems 22 (3), 244-262, 2018
1552018
Assessing the potential impacts of connected vehicles: mobility, environmental, and safety perspectives
A Olia, H Abdelgawad, B Abdulhai, SN Razavi
Journal of Intelligent Transportation Systems 20 (3), 229-243, 2016
1532016
Design of reinforcement learning parameters for seamless application of adaptive traffic signal control
S El-Tantawy, B Abdulhai, H Abdelgawad
Journal of Intelligent Transportation Systems 18 (3), 227-245, 2014
1412014
Short term freeway traffic flow prediction using genetically-optimized time-delay-based neural networks
B Abdulhai, H Porwal, W Recker
1331999
Reinforcement learning: Introduction to theory and potential for transport applications
B Abdulhai, L Kattan
Canadian Journal of Civil Engineering 30 (6), 981-991, 2003
1322003
A comparative assessment of multi-sensor data fusion techniques for freeway traffic speed estimation using microsimulation modeling
C Bachmann, B Abdulhai, MJ Roorda, B Moshiri
Transportation research part C: emerging technologies 26, 33-48, 2013
1252013
An agent-based learning towards decentralized and coordinated traffic signal control
S El-Tantawy, B Abdulhai
13th International IEEE Conference on Intelligent Transportation Systems …, 2010
1122010
Fusing a bluetooth traffic monitoring system with loop detector data for improved freeway traffic speed estimation
C Bachmann, MJ Roorda, B Abdulhai, B Moshiri
Journal of Intelligent Transportation Systems 17 (2), 152-164, 2013
1072013
Forecasting of short-term traffic-flow based on improved neurofuzzy models via emotional temporal difference learning algorithm
J Abdi, B Moshiri, B Abdulhai, AK Sedigh
Engineering Applications of Artificial Intelligence 25 (5), 1022-1042, 2012
1002012
Emergency evacuation planning as a network design problem: a critical review
H Abdelgawad, B Abdulhai
Transportation Letters 1 (1), 41-58, 2009
922009
Simulation of ITS on the Irvine FOT area using" PARAMICS 1.5" scalable microscopic traffic simulator: Phase I: Model calibration and validation
B Abdulhai, JB Sheu, W Recker
921999
Real-time transportation mode detection via tracking global positioning system mobile devices
YJ Byon, B Abdulhai, A Shalaby
Journal of Intelligent Transportation Systems 13 (4), 161-170, 2009
892009
Real-time optimization for adaptive traffic signal control using genetic algorithms
J Lee, B Abdulhai, A Shalaby, EH Chung
Journal of Intelligent Transportation Systems 9 (3), 111-122, 2005
852005
Managing large-scale multimodal emergency evacuations
H Abdelgawad, B Abdulhai
Journal of Transportation Safety & Security 2 (2), 122-151, 2010
772010
Multiobjective optimization for multimodal evacuation
H Abdelgawad, B Abdulhai, M Wahba
Transportation Research Record 2196 (1), 21-33, 2010
632010
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