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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

Author:

Binion, John

Title:

Optimization of Metamaterial-enabled Antennas

Graduate Program:

Electrical Engineering (PHD)

Keywords:

Metamaterials
Metasurface
Antenna
Global Optimization

File:

Download Binion_dissertation_vsubmit4.pdf

Committee Members:

Michael Lanagan, Outside Unit & Field Member
Douglas Werner, Chair & Dissertation Advisor
Julio Urbina, Major Field Member
Victor Pasko, Major Field Member
Kultegin Aydin, Program Head/Chair

Author:

Yang, Bi

Title:

"I like it but cannot have it": desired yet unavailable products lead to negative WOM

Graduate Program:

Hospitality Management (PHD)

Keywords:

product unavailability
defense mechanisms
self-esteem
negative WOM
ownership

File:

Download Dissertation_Bi_Yang.pdf

Committee Members:

Michael Tews, Major Field Member
Seoki Lee, Major Field Member
Anna Mattila, Chair & Dissertation Advisor
Lisa Bolton, Outside Unit & Field Member
Anna Mattila, Program Head/Chair

Author:

Liu, Hongshen

Title:

Surface analysis of silicate glass in understanding mechanochemical wear process, corrosion behavior and vibrational properties

Graduate Program:

Chemical Engineering (PHD)

Keywords:

Silicate glass
Mechanochemical wear
Vibrational properties
Corrosion behavior

File:

Download Liu__Hongshen_Dissertation_final_v3.pdf

Committee Members:

Phillip Savage, Major Field Member
Seong Kim, Chair & Dissertation Advisor
John Mauro, Outside Unit & Field Member
Christian Pester, Major Field Member
Phillip Savage, Program Head/Chair

Author:

Nigl, Thomas

Title:

Measurements of Thermochemical Properties of Alloys for Applications in Energy Systems

Graduate Program:

Materials Science and Engineering (PHD)

Keywords:

Thermodynamics
Electromotive force measurements
Electrochemical separation
Electrorefining
Sr-Pb
Alkaline-earth metals
Ni-Al
Hot corrosion
Combustion

File:

Download Dissertation_ThomasNigl_Final.pdf

Committee Members:

Robert Hickey, Major Field Member
Arthur Motta, Outside Unit & Field Member
Hojong Kim, Chair & Dissertation Advisor
Ismaila Dabo, Major Field Member
John Mauro, Program Head/Chair

Author:

Chen, Ruimin

Title:

Data-driven Service Optimization and Quality Management in Cyber-physical Manufacturing Systems

Graduate Program:

Industrial Engineering (PHD)

Keywords:

Additive Manufacturing
Quality Management
Machine Learning
Service Optimization

File:

Download Ruimin_Dissertation_FINAL_0730.pdf

Committee Members:

Edward Reutzel, Outside Unit & Field Member
Soundar Kumara, Major Field Member
Timothy Simpson, Major Field Member
Hui Yang, Chair & Dissertation Advisor
Steven Landry, Program Head/Chair
Yan Lu, Special Member

Author:

Neupane, Bikalpa

Title:

HUMAN-IN-THE-LOOP APPROACH TO INVESTIGATE ALGORITHMIC JUSTICE IN AI AND MACHINE LEARNING ENABLED TALENT ACQUISITION SYSTEMS

Graduate Program:

Informatics (PHD)

Keywords:

algorithmic justice
algorithmic equity
underprivileged
marginalized
AI bias
AI fairness
video based hiring systems
HRTech
hiring
interviewing
perceptions of AI
human-in-the-loop
diversity in hiring
equity in hiring
DEI

File:

Download BikalpaNeupane_FinalDissertation_Aug5_final.pdf

Committee Members:

Daniel Susser, Major Field Member
Timothy Brick, Outside Unit & Field Member
Lynette Yarger, Chair & Dissertation Advisor
Mary Beth Rosson, Program Head/Chair
Fred Fonseca, Major Field Member
Jordan Beck, Special Member

Author:

Cai, Zhanrui

Title:

New Statistical Tools for Independence and Conditional Independence

Graduate Program:

Statistics (PHD)

Keywords:

Online leaerning
dimension reduction
test of independence
test of conditional independence
causal discovery

File:

Download Zhanrui.pdf

Committee Members:

Bharath Kumar Sriperumbudur, Major Field Member
Yanyuan Ma, Major Field Member
Bing Li, Major Field Member
Ming Wang, Outside Unit & Field Member
Runze Li, Chair & Dissertation Advisor
Ephraim Mont Hanks, Program Head/Chair

Author:

Bhang, In Young

Title:

Self-Reported Memory Problems, Depressive Symptoms, Mild Cognitive Impairment (MCI), and Age of Depression Onset in Older Adults with a History of Depression

Graduate Program:

Nursing (PHD)

Keywords:

MCI
mild cognitive impairment
self-reported memory problems
age of depression onset
history of depression
depressive symptoms
older adults
cognitive impairment

File:

Download In_Young_Bhang_Dissertation.pdf

Committee Members:

Andrea Sillner, Major Field Member
Jacqueline Mogle, Outside Unit Member
Alyssa Gamaldo, Outside Field Member
Nikki Hill, Chair & Dissertation Advisor
Lisa Kitko, Program Head/Chair

Author:

Jao, Nicholas

Title:

Non-Volatile Memory Design Based On Crossbar Architecture Towards Low Power Systems and Processing In-Memory

Graduate Program:

Electrical Engineering (PHD)

Keywords:

Emerging Non-Volatile Memory
Computing In-Memory
Modelling
in-situ computing
ferroelectric tunnel junction
magnetic tunnel junction
device-circuit codesign
circuit-architecture codesign
phase change memory

File:

Download Dissertation_Jao_Final.pdf

Committee Members:

Vijaykrishnan Narayanan, Chair & Dissertation Advisor
Swaroop Ghosh, Major Field Member
Abhronil Sengupta, Major Field Member
John Sampson, Outside Field Member
Saptarshi Das, Outside Unit Member
Kultegin Aydin, Program Head/Chair