26 citations · 65 across the 10 of their papers we have counts for
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eess.SY2022
Investigating the Spatiotemporal Charging Demand and Travel Behavior of Electric Vehicles Using GPS Data: A Machine Learning Approach
Sina Baghali, Zhaomiao Guo, Samiul Hasan
The increasing market penetration of electric vehicles (EVs) may change the travel behavior of drivers and pose a significant electricity demand on the power system. Since the elec…
cs.LG2022★ 4 cited
A Deep Learning Approach for Network-wide Dynamic Traffic Prediction during Hurricane Evacuation
Rezaur Rahman, Samiul Hasan
Proactive evacuation traffic management largely depends on real-time monitoring and prediction of traffic flow at a high spatiotemporal resolution. However, evacuation traffic pred…
cs.LG2022★ 2 cited
Data-Driven Traffic Assignment: A Novel Approach for Learning Traffic Flow Patterns Using a Graph Convolutional Neural Network
Rezaur Rahman, Samiul Hasan
We present a novel data-driven approach of learning traffic flow patterns of a transportation network given that many instances of origin to destination (OD) travel demand and link…