My research focuses on applying Machine Learning, Data Mining, Natural Language Processing, Network Analysis techniques on large-scale data problems in Transportation.
Data Analytics for Transportation Applications; Connected Vehicles and Smart Cities; Data Visualization; Big Social Media Data Mining for Travelers’ Behavior; Travel Demand and Behavior Modeling; Large-scale Transportation Network Modeling and Analysis; Agent-based Modeling.