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Author:

Zhang, Yu

Title:

discrete distribution clustering in big data and a method for storm prediction leveraging large historical archives

Graduate Program:

Information Sciences and Technology

Keywords:

discrete distribution
clustering
parallel computing
image annotation
protein clustering
storm prediction

File:

Download dissertation.pdf

Committee Members:

James Z Wang, Dissertation Advisor/Co-Advisor
Jia Li, Dissertation Advisor/Co-Advisor
James Z Wang, Committee Chair/Co-Chair
Jia Li, Committee Member
C Lee Giles, Committee Member
Anna Cinzia Squicciarini, Committee Member
Chris Eliot Forest, Committee Member

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

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