| Reinforcement Learning for True Adaptive Traffic Signal Control B Abdulhai, R Pringle, GJ Karakoulas Journal of Transportation Engineering 129 (3), 278-285, 2003 | 699 | 2003 |
| 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 | 633 | 2013 |
| 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 | 214 | 2018 |
| 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 | 198 | 2002 |
| 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 | 187 | 2002 |
| 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 | 182 | 2016 |
| 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 | 180 | 1999 |
| 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 | 175 | 2014 |
| Reinforcement learning: Introduction to theory and potential for transport applications B Abdulhai, L Kattan Canadian Journal of Civil Engineering 30 (6), 981-991, 2003 | 152 | 2003 |
| 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 | 140 | 2013 |
| Short term freeway traffic flow prediction using genetically-optimized time-delay-based neural networks B Abdulhai, H Porwal, W Recker | 140 | 1999 |
| 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 | 131 | 2010 |
| 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 | 118 | 2013 |
| Emergency evacuation planning as a network design problem: a critical review H Abdelgawad, B Abdulhai Transportation Letters 1 (1), 41-58, 2009 | 115 | 2009 |
| 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 | 107 | 2012 |
| 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 | 103 | 2005 |
| 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 | 98 | 2009 |
| 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 | 97 | 1999 |
| Managing large-scale multimodal emergency evacuations H Abdelgawad, B Abdulhai Journal of Transportation Safety & Security 2 (2), 122-151, 2010 | 81 | 2010 |
| Deep learning vs. discrete reinforcement learning for adaptive traffic signal control SMA Shabestary, B Abdulhai 2018 21st International Conference on Intelligent Transportation Systems …, 2018 | 72 | 2018 |
