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Start Over Committee Member James Z Wang Committee Member Mary Beth Rosson

1. Visual Characteristics for Computational Prediction of Aesthetics and Evoked Emotions

open_access
Open Access
Author:
Lu, Xin
Title:
Visual Characteristics for Computational Prediction of Aesthetics and Evoked Emotions
Graduate Program:
Information Sciences and Technology
Keywords:
Image Aesthetics Assessment
Emotion Prediction
Deep Learning
File:
Download phd_dissertation_xinlu.pdf
Committee Members:
James Z Wang, Dissertation Advisor/Co-Advisor
James Z Wang, Committee Chair/Co-Chair
Mary Beth Rosson, Committee Member
Reginald Adams Jr., Committee Member
Michelle Gayle Newman, Committee Member
Jia Li, Committee Member

2. Aggregated Wasserstein distance for hidden Markov models and automated morphological characterization of placenta from photos

open_access
Open Access
Author:
Chen, Yukun
Title:
Aggregated Wasserstein distance for hidden Markov models and automated morphological characterization of placenta from photos
Graduate Program:
Information Sciences and Technology
Keywords:
Data science
Aggregated Wasserstein
Optimal transport
Hidden Markov model
Placenta
Pathology
Morphological characterization
Deep learning
File:
Download YukunChen-Dissertation.pdf
Committee Members:
James Z Wang, Dissertation Advisor/Co-Advisor
Jia Li, Committee Chair/Co-Chair
Xinyu Xing, Committee Member
Xiang Zhang, Committee Member
David Russell Hunter, Outside Member
Dashun Wang, Special Member
James Z Wang, Committee Chair/Co-Chair
Mary Beth Rosson, Program Head/Chair

3. Multiobjective Optimization Approaches for Bias Mitigation in Machine Learning

open_access
Open Access
Author:
Kamani, Mohammad Mahdi
Title:
Multiobjective Optimization Approaches for Bias Mitigation in Machine Learning
Graduate Program:
Informatics
Keywords:
Bias Mitigation
Multiobjective Optimization
Pareto Efficient
Pareto Frontier
Class-imbalance
Bilevel Optimization
Fairness
File:
Download Kamani_Dissertation.pdf
Committee Members:
James Z Wang, Dissertation Advisor/Co-Advisor
James Z Wang, Committee Chair/Co-Chair
C Lee Giles, Committee Member
Xiang Zhang, Committee Member
Chris Eliot Forest, Outside Member
Mehrdad Mahdavi, Dissertation Advisor/Co-Advisor
Mehrdad Mahdavi, Committee Chair/Co-Chair
Jia Li, Outside Member
Mary Beth Rosson, Program Head/Chair

4. Explainable image classification based on positive gradient distance

open_access
Open Access
Author:
Yu, Li
Title:
Explainable image classification based on positive gradient distance
Graduate Program:
Information Sciences and Technology
Keywords:
Explainable image classification
Positive gradient distance
File:
Download Li_Yu_MS_Thesis_2021.pdf
Committee Members:
James Z Wang, Thesis Advisor/Co-Advisor
Jia Li, Thesis Advisor/Co-Advisor
Sharon Xiaolei Huang, Committee Member
Mary Beth Rosson, Program Head/Chair

6. Computational Approaches towards Pattern Recognition and Matching for Scientific Images

open_access
Open Access
Author:
Zheng, Xinye
Title:
Computational Approaches towards Pattern Recognition and Matching for Scientific Images
Graduate Program:
Information Sciences and Technology
Keywords:
scientific image processing
optimal transport
machine learning
scientific image processing
machine learning
optimal transport
statistical modeling
File:
Download thesis.pdf
Committee Members:
James Z Wang, Dissertation Advisor/Co-Advisor
James Z Wang, Committee Chair/Co-Chair
Anna Cinzia Squicciarini, Committee Member
Saeed M Abdullah, Committee Member
Chris Eliot Forest, Outside Member
Jia Li, Committee Chair/Co-Chair
Mary Beth Rosson, Program Head/Chair
Jia Li, Dissertation Advisor/Co-Advisor