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1. NETWORK QUEUE MANAGEMENT AND CONGESTION CONTROL IN INTERNET AND WIRELESS NETWORKS

open_access
Open Access
Author:
Deng, Xidong
Title:
NETWORK QUEUE MANAGEMENT AND CONGESTION CONTROL IN INTERNET AND WIRELESS NETWORKS
Graduate Program:
Computer Science and Engineering
Keywords:
Congestion control
Active Queue Management
Adaptive PID Controller
Stability
Quality-of-Service
Fairness
Service Differentiation
Wirelss LAN
Ad-hoc Networks
Sensor Networks
File:
Download deng-dissertation.pdf
Committee Members:
Chitaranjan Das, Committee Chair/Co-Chair
George Kesidis, Committee Chair/Co-Chair
Guohong Cao, Committee Member
Thomas F Laporta, Committee Member
Constantino Manuel Lagoa, Committee Member

2. Applicant Reactions to Different Employment Interview Modalities and Waiting after the Scheduled Time: Examination of the Moderating Effects of General Self-efficacy.

open_access
Open Access
Author:
Lee, Juseob
Title:
Applicant Reactions to Different Employment Interview Modalities and Waiting after the Scheduled Time: Examination of the Moderating Effects of General Self-efficacy.
Graduate Program:
Human Resources and Employment Relations
Keywords:
Applicant Reaction
Fairness
Attraction
Selection
Interview
Time
Waiting
Self-Efficacy
Signaling Theory
Media Richness
File:
Download Juseob_Lee_MS_Thesis_Applicant_Reactions.pdf
Committee Members:
Stanley Morris Gully, Thesis Advisor/Co-Advisor

4. 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

5. 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

6. Excursions in Causal Data Science: Fairness, Causal Attribution, and Applications

open_access
Open Access
Author:
Khademi, Aria
Title:
Excursions in Causal Data Science: Fairness, Causal Attribution, and Applications
Graduate Program:
Informatics (PHD)
Keywords:
Artificial Intelligence
Machine Learning
Causal Inference
Interpretable Machine Learning
Fairness
Health Care
Causal Attribution
File:
Download PhD_Dissertation_Aria_Khademi.pdf
Committee Members:
Daniel Susser, Major Field Member
Sarah Rajtmajer, Major Field Member
Vasant Honavar, Chair & Dissertation Advisor
Aleksandra Slavkovic, Outside Unit, Field & Minor Member
Mary Beth Rosson, Program Head/Chair