Data Science & Engineering, Transportation Sciences
Biography
Faculty Advisor: Dr. Lee Han
My research interests lie at the interface of optimization and statistical learning, specialized in transportation and logistics field. I majored in transportation and international shipping during the time of undergraduate study, and transportation systems analysis during master’s research. Currently, I am working on data mining, deep learning, real-time data processing and big data technologies. The main data source of my research is transportation.
Research
- Crowd-sourced traffic data mining (WAZE etc.)
- Real-time traffic flow data processing, normalization, filtering and aggregating
- Develop artificial intelligence for real-time traffic operations
- Deep learning implementation in business field
Education
Master of Science, Northwestern University, Evanston, IL 60201, US
Bachelor of Engineering, Shanghai Jiao Tong University, Shanghai 200240, China