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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

Author:

Prabhu, Sudheer Sudhakaran

Title:

Mechanical behavior of sand subjected to impact loading

Graduate Program:

Civil Engineering (PHD)

Keywords:

Impact Loading
Sand
DEM
Particle Crushing
Equation of State
SHPB

File:

Download Dissertation_Sudheer_S_Prabhu.pdf

Committee Members:

Shimin Liu, Outside Field Member
Tong Qiu, Chair & Dissertation Advisor
Ming Xiao, Major Field Member
Todd Palmer, Outside Unit Member
Patrick Fox, Program Head/Chair

Author:

Peeler, Jamie

Title:

The Role of Landscape Context in Forests Recovering from Fire

Graduate Program:

Geography (PHD)

Keywords:

regeneration
stand-replacing fire
scale
pattern
dispersal
forest
resilience

File:

Download Peeler_Dissertation_28May21.pdf

Committee Members:

Alan Taylor, Major Field Member
Laura Leites, Outside Unit & Field Member
Douglas Miller, Major Field Member
Erica Smithwick, Chair & Dissertation Advisor
Cynthia Brewer, Program Head/Chair

Author:

Chen, Zihao

Title:

Computational Investigations into the Shape-Controlled Syntheses of Copper and Silver Nanocrystals

Graduate Program:

Chemical Engineering (PHD)

Keywords:

density functional theory
interfacial phenomena
nanocrystal growth
halides
capping agents

File:

Download thesis-Zihao-Chen.pdf

Committee Members:

Seong Kim, Major Field Member
Jorge Sofo, Outside Unit & Field Member
Michael Janik, Major Field Member
Seong Kim, Professor in Charge/Director of Graduate Studies
Kristen Fichthorn, Chair, Minor Member & Dissertation Advisor

Author:

Idriss, Zacharie

Title:

Statistical and Computational Electromagnetic Approaches for the Feature Extraction of Buried Targets in Ground Penetrating Radar Imaging

Graduate Program:

Electrical Engineering (PHD)

Keywords:

Radar
Radar Imaging
Ground Penetrating Radar
Computational Electromagnetics
Feature Extraction
Waveform Design
Mutual Information
Matched Illumination
Compound Gaussian

File:

Download PhD_Disseration_Rev.pdf

Committee Members:

Soundar Kumara, Outside Unit & Field Member
Ram Narayanan, Chair & Dissertation Advisor
Tim Kane, Major Field Member
Raghu Raj, Special Member
Jesse Barlow, Major Field Member
Kultegin Aydin, Program Head/Chair

Author:

Gu, Yameng

Title:

Investigating the role of brain arousal fluctuations in resting-state functional magnetic resonance imaging

Graduate Program:

Bioengineering (PHD)

Keywords:

resting-state fMRI
arousal modulations
functional connectivity
head motion
cortical hierarchy
infra-slow propagating activity
multimodal neuroimaging
global signal
autonomic activity

File:

Download Dissertation-Yameng-Gu-final.pdf

Committee Members:

Patrick Drew, Major Field Member
Rick Gilmore, Outside Unit & Field Member
Xiao Liu, Chair & Dissertation Advisor
Nanyin Zhang, Major Field Member
Daniel Hayes, Program Head/Chair

Author:

Li, Xinyue

Title:

Account for Rater Effects with Bayesian Rater IRT Model in Disjoint Rating Design

Graduate Program:

Educational Psychology (PHD)

Keywords:

Rater Effect
Rater IRT Model
Bayesian Estimation
Nested Rating Desgin

File:

Download PS_Dissertation_XL_formatted_10.28.2021_-converted__1_.pdf

Committee Members:

James Diperna, Outside Field Member
Scott Roths, Outside Unit & Minor Member
Pui-Wa Lei, Chair & Dissertation Advisor
Jonna Kulikowich, Major Field Member
Matthew McCrudden, Program Head/Chair