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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
6852003
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
6232013
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
2112018
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
1962002
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
1842002
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
1772016
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
1771999
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
1672014
Reinforcement learning: Introduction to theory and potential for transport applications
B Abdulhai, L Kattan
Canadian Journal of Civil Engineering 30 (6), 981-991, 2003
1512003
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
1392013
Short term freeway traffic flow prediction using genetically-optimized time-delay-based neural networks
B Abdulhai, H Porwal, W Recker
1371999
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
1282010
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
1152013
Emergency evacuation planning as a network design problem: a critical review
H Abdelgawad, B Abdulhai
Transportation Letters 1 (1), 41-58, 2009
1132009
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
1062012
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
992005
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
961999
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
952009
Managing large-scale multimodal emergency evacuations
H Abdelgawad, B Abdulhai
Journal of Transportation Safety & Security 2 (2), 122-151, 2010
812010
Using smartphones and sensor technologies to automate collection of travel data
T Abdulazim, H Abdelgawad, KMN Habib, B Abdulhai
Transportation research record 2383 (1), 44-52, 2013
702013
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