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Filtering by: Advisor Li, Yanhua Collections PhD Dissertations

1. Human Behavior Analysis via Generative Adversarial Imitation Learning

Creator:: Zhang, Xin
Advisor:: Li, Yanhua
Publisher:: Worcester Polytechnic Institute
Date Created:: 2023-04-27
Resource Type:: Dissertation
Degree:: PhD
Unit (Department):: Data Science

2. Entity Identification Based on Human Mobility Data

Keyword:: Spatio-temporal Data Ming, Urban Computing, and Entity Identification
Creator:: Ren, Huimin
Advisor:: Li, Yanhua
Publisher:: Worcester Polytechnic Institute
Date Created:: 2022-11-29
Resource Type:: Dissertation
Degree:: PhD
Unit (Department):: Data Science

3. Spatial-Temporal Generative Adversarial Learning

Keyword:: Urban Computing, Spatial-Temporal Data Mining, Generative Adversarial Networks, Imitation Learning, Human Behavior Analysis, and Meta Learning
Creator:: Zhang, Yingxue
Advisor:: Li, Yanhua
Publisher:: Worcester Polytechnic Institute
Date Created:: 2022-04-19
Resource Type:: Dissertation
Degree:: PhD
Unit (Department):: Data Science

4. Complex Sequential Modeling

Keyword:: recurrent neural network, human behavior learning, and sequential modeling
Creator:: Wu, Guojun
Advisor:: Li, Yanhua and Zhang, Ziming
Publisher:: Worcester Polytechnic Institute
Date Created:: 2021-11-29
Resource Type:: Dissertation
Degree:: PhD

5. Making Sense of Human-generated Spatial-temporal Data from Urban Environment

Keyword:: human behavior analysis, spatial-temporal data, imitation learning, smart cities, explainable artificial intelligence, and data mining
Creator:: Pan, Menghai
Advisor:: Li, Yanhua
Publisher:: Worcester Polytechnic Institute
Date Created:: 2021-04-22
Resource Type:: Dissertation
Degree:: PhD
Unit (Department):: Computer Science