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Start Over Committee Member Mary Beth Rosson Committee Member Xiang Zhang Author Last Name Tang

1. Modeling Spatiotemporality for Multivariate Time Series in Urban Applications

open_access
Open Access
Author:
Tang, Xianfeng
Title:
Modeling Spatiotemporality for Multivariate Time Series in Urban Applications
Graduate Program:
Information Sciences and Technology
Keywords:
Machine learning
Data mining
Time series
Spatial-temporal
Smart city
File:
Download Xianfeng_Tang_MS_Thesis_Final.pdf
Committee Members:
Prasenjit Mitra, Thesis Advisor/Co-Advisor
Suhang Wang, Thesis Advisor/Co-Advisor
Xiang Zhang, Committee Member
Wang-Chien Lee, Committee Member
Mary Beth Rosson, Program Head/Chair

2. Beyond Accurate Graph Neural Networks

open_access
Open Access
Author:
Tang, Xianfeng
Title:
Beyond Accurate Graph Neural Networks
Graduate Program:
Information Sciences and Technology
Keywords:
Machine Learning
Data Mining
Graph Data
Graph Neural Networks
Adversarial Attack
Robustness
Fairness
Explainable Machine Learning
Deep Learning
File:
Download Final_Dissertation_Beyond_Accurate_Graph_Neural_Networks.pdf
Committee Members:
Prasenjit Mitra, Dissertation Advisor/Co-Advisor
Prasenjit Mitra, Committee Chair/Co-Chair
Suhang Wang, Committee Chair/Co-Chair
Xiang Zhang, Committee Member
Wang-Chien Lee, Outside Member
Mary Beth Rosson, Program Head/Chair
Suhang Wang, Dissertation Advisor/Co-Advisor