Publications

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2020
Hussieny, O. A. A. - A., M. A. El-Beltagy, and S. El-Tantawy, " [PDF] from researchgate.net Forecasting of renewable energy using ANN, GPANN and ANFIS (A comparative study and performance analysis)", 2020 2nd Novel Intelligent and Leading Emerging Sciences Conference (NILES): IEEE, pp. 54-59, 2020.
Aladdin, S., S. El-Tantawy, M. M. Fouda, and A. T. S. Eldien, "MARLA-SG: Multi-agent reinforcement learning algorithm for efficient demand response in smart grid", IEEE Access, vol. 8, pp. 210626-210639, 2020.
Sayed, W. S., M. Gamal, M. Abdelrazek, and S. El-Tantawy, "Towards a Learning Style and Knowledge Level-Based Adaptive Personalized Platform for an Effective and Advanced Learning for Sch", Recent Advances in Engineering Mathematics and Physics: Springer, Cham, pp. 261-273, 2020.
2019
Byon, Y. - J., A. Shalaby, B. Abdulhai, C. - S. Cho, H. Yeo, and S. El-Tantawy, "Traffic Condition Monitoring with SCAAT Kalman Filter-based Data Fusion in Toronto, Canada", KSCE Journal of Civil Engineering: Springer, pp. 1–11, 2019. Abstract
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2018
Moharm, K. I., E. F. Zidane, M. M. El-Mahdy, and S. El-Tantawy, "Big Data in ITS: Concept, Case Studies, Opportunities, and Challenges", IEEE Transactions on Intelligent Transportation Systems, vol. 20, issue 8: IEEE, pp. 3189-3194, 2018. Abstract

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2017
El-Tantawy, S., and B. Abdulhai, Multi-agent reinforcement learning for integrated and networked adaptive traffic signal control, : Google Patents, 2017. Abstract
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El-Tantawy, S., and B. Abdulhai, Multi-agent reinforcement learning for integrated and networked adaptive traffic signal control, : Google Patents, 2017. Abstract
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2015
Abdelgawad, H., B. Abdulhai, S. El-Tantawy, and A. Hadayeghi, "Assessment of self-learning adaptive traffic signal control on congested urban areas: independent versus coordinated perspectives", Canadian Journal of Civil Engineering, vol. 42, issue 6, pp. 353-366, 2015.
El-Tantawy, S., K. Rezaee, and B. Abdulhai, "Closed Loop Optimal Adaptive Traffic Signal and Ramp Control: A Case Study on Downtown Toronto", IEEE 18th International Conference on Intelligent Transportation Systems, pp. 2398-2404, 2015.
2014
El-Tantawy, S., B. Abdulhai, and H. Abdelgawad, "Design of Reinforcement Learning Parameters for Seamless Application of Adaptive Traffic Signal Control", Journal of Intelligent Transportation Systems, vol. 18, issue 3, pp. 227-245, 2014.
Alasmary, W., S. Valaee, S. El-Tantawy, and A. Abdulhai, "Frame-based mobility estimation via compressive sensing in delay-tolerant vehicular networks", Wireless Vehicular Communications (WiVeC), 2014 IEEE 6th International Symposium on, Vancouver, BC, pp. 1 - 5, 2014.
El-Tantawy, S., and B. Abdulhai, "Traffic Signal Control", Encyclopedia of Transportation: Social Science and Policy, Los Angeles, London, New Delhi, Singapore, Washington DC, SAGE Publications Ltd., 2014.
2013
El-Tantawy, S., B. Abdulhai, and H. Abdelgawad, Congestion Management in the GTHA: Balancing the Inverted Pendulum, , Toronto, Canada, Residential and Civil Construction Alliance of Ontario (RCCAO), April, 2013.
El-Tantawy, S., and B. Abdulhai, "Can Connected Vehicles Help Self-Learning Traffic Lights Adapt? ", Canadian Civil Engineers (CCE) magazine, vol. 2013, issue Fall, pp. 25-27, 2013.
El-Gamal, M., and S. El-Tantawy, "Fuzzy Inference System and Neuro-Fuzzy Systems for Analog Fault Diagnosis", Electrical Engineering Research, vol. 1, issue 4, pp. 116-125, 2013.
El-Tantawy, S., B. Abdulhai, and H. Abdelgawad, "Multi-agent Reinforcement Learning for Integrated Network of Adaptive Traffic Signal Controllers (MARLIN-ATSC): Methodology and Large-Scale Application on Downtown Toronto", IEEE Transactions on Intelligent Transportation Systems, vol. 14, issue 3, pp. 1140 - 1150, 2013.
El-Tantawy, S., and B. Abdulhai, Multi-Agent Reinforcement Learning for Networked Adaptive Traffic Signal Control, : WO Patent Publication, 2013.
El-Tantawy, S., and B. Abdulhai, "A Novel Self-Learning Intelligent Traffic Signal Control System for Congested Urban Areas", The13th World Conference on Transport Research, Rio, Brazil, 2013.
2012
El-Tantawy, S., and B. Abdulhai, "Multi-Agent Reinforcement Learning for Integrated Network of Adaptive Traffic Signal Controllers (MARLIN-ATSC)", 15th International IEEE Conference on Intelligent Transportation Systems (ITSC), Anchorage, AK, pp. 319 - 326, 2012.
El-Tantawy, S., and B. Abdulhai, Multi-Agent Reinforcement Learning for Networked Adaptive Traffic Signal Control, PCT International Patent Application No, 2012, : PCT International Patent Application, 2012.
El-Tantawy, S., and B. Abdulhai, "Neighborhood-Coordinated Multiagent Reinforcement Learning for Networked Adaptive Traffic Signal Control", Transportation Research Board 91st Annual Meeting, Washington DC, USA, 12-0813, 2012.
2011
El-Tantawy, S., and B. Abdulhai, " Multi-Agent Reinforcement Learning-Based Adaptive Traffic Signal Control", SIAM Conference on Control and Its Applications, Maryland, USA, 2011.
El-Tantawy, S., and B. Abdulhai, "Comprehensive Analysis of Reinforcement Learning Methods and Parameters for Adaptive Traffic Signal Control", Transportation Research Board 90th Annual Meeting, Washington DC, USA, 11-1492, 2011.
El-Tantawy, S., and B. Abdulhai, o Samah El-Tantawy, and Baher Abdulhai, Multi-Agent Reinforcement Learning for Networked Adaptive Traffic Signal Control, : United States Provisional Application , 2011.
2010
El-Tantawy, S., and B. Abdulhai, "Self-Learning Acyclic Adaptive Traffic Signal Control", 45th Annual Canadian Transportation Research Forum (CTRF) Conference, Toronto, Canada, 28 May, 2010.
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