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Start Over Committee Member Mary Beth Rosson Committee Member Prasenjit Mitra

1. FACTORS IN GENETIC DATA SHARING DECISIONS

open_access
Open Access
Author:
Aurite, William Robert
Title:
FACTORS IN GENETIC DATA SHARING DECISIONS
Graduate Program:
Informatics
Keywords:
Genetic Data Sharing
Genetic Data
Genetic Data Privacy
Personal Privacy
Interdependent Privacy
File:
Download Aurite_Dissertation_Informatics_-FINAL-_.pdf
Committee Members:
Prasenjit Mitra, Dissertation Advisor/Co-Advisor
Prasenjit Mitra, Committee Chair/Co-Chair
Andrea Tapia, Committee Member
Lynette Yarger, Committee Member
Alyssa Ann Gamaldo, Outside Member
Mary Beth Rosson, Program Head/Chair

2. 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

3. 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

4. Artificial Intelligence and Human Intelligence to Derive Meaningful Information on Geographic Movement Described in Text

open_access
Open Access
Author:
Pezanowski, Scott
Title:
Artificial Intelligence and Human Intelligence to Derive Meaningful Information on Geographic Movement Described in Text
Graduate Program:
Informatics
Keywords:
geographic movement
geovisual analytics
machine learning
natural language processing
big data analytics
geographic movement
geovisual analytics
machine learning
natural language processing
big data analytics
artificial intelligence
deep learning
visualization
GIScience
Information Retrieval
File:
Download 20210321_PezanowskiScott-Dissertation_final.pdf
Committee Members:
Prasenjit Mitra, Dissertation Advisor/Co-Advisor
Prasenjit Mitra, Committee Chair/Co-Chair
C Lee Giles, Committee Member
Nick Giacobe, Committee Member
Alan M Mac Eachren, Outside Member
Mary Beth Rosson, Program Head/Chair

5. Trustworthy Machine Learning: Learning under Security, Explainability and Uncertainty Constraints

open_access
Open Access
Author:
Le, Thai Quang
Title:
Trustworthy Machine Learning: Learning under Security, Explainability and Uncertainty Constraints
Graduate Program:
Information Sciences and Technology (PHD)
Keywords:
machine learning
responsible AI
explainability
adversarial attack
adversarial defense
security
privacy
XAI
trustworthy
File:
Download Thesis_ThaiLe_IST_B.pdf
Committee Members:
Dongwon Lee, Chair & Dissertation Advisor
Suhang Wang, Major Field Member
Prasenjit Mitra, Major Field Member
S. Shyam Sundar, Outside Unit & Field Member
Mary Beth Rosson, Program Head/Chair