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Author:

Sabbineni, Navya

Title:

Understanding Employee Attrition Using Explainable AI

Graduate Program:

Industrial Engineering

Keywords:

Explainable AI

File:

Download Navya_Thesis_FinalVersion.pdf

Committee Members:

Soundar Rajan Tirupatikumara, Thesis Advisor/Co-Advisor
Ling Rothrock, Program Head/Chair
Hui Yang, Committee Member
Ling Rothrock, Committee Member

Author:

You, Yue

Title:

Evaluating and designing symptom checkers: a user-centered approach

Graduate Program:

Information Sciences and Technology

Keywords:

Human-computer Interaction
Health Informatics
Symptom checker
Conversational agent
Explainable AI
Interaction design
Medical authority

File:

Download Dissertation_Yue_You_final.pdf

Committee Members:

Jeffrey Bardzell, Program Head/Chair
Xinning Gui, Chair & Dissertation Advisor
Saeed Abdullah, Major Field Member
Chun-hua Tsai, Special Member
Kenneth Huang, Major Field Member
S. Shyam Sundar, Outside Unit & Field Member

Author:

Yang, Hyun

Title:

AI Anxiety: An Explication and Exploration of Its Effect on State Anxiety When Interacting with AI Doctors

Graduate Program:

Mass Communications

Keywords:

AI Anxiety
State Anxiety
Explainable AI
AI in Healthcare

File:

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Committee Members:

Jessica Myrick, Major Field Member
S. Shyam Sundar, Chair & Dissertation Advisor
Anthony Olorunnisola, Program Head/Chair
Fuyuan Shen, Outside Unit & Field Member
Michelle Rodino-Colocino, Major Field Member

Author:

Shan, Chunrong

Title:

A study on Potential Misuse of Explainable AI against Face Recognition Systems

Graduate Program:

Computer Science and Engineering

Keywords:

Face Recognition
Explainable AI
SHAP value
CNN model
ReLU function
Softmax function

File:

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Committee Members:

Sencun Zhu, Thesis Advisor/Co-Advisor
Weifan Chen, Committee Member
Chitaranjan Das, Program Head/Chair

Author:

Adenuga, Iyadunni

Title:

User Agency in AI-infused Systems

Graduate Program:

Informatics

Keywords:

Human Agency
Human-Centric AI-infused Systems
Scale Validation
Explainable AI
User-centered Design

File:

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Committee Members:

Dongwon Lee, Professor in Charge/Director of Graduate Studies
Jack Carroll, Major Field Member
Hadi Hosseini, Major Field Member
Christopher Dancy, Outside Unit & Field Member
Jonathan Dodge, Chair & Dissertation Advisor

Author:

Camero, Dabis

Title:

DIABETES PREDICTION USING ANFIS WITH AUTOENCODING AND KALMAN FILTER

Graduate Program:

Electrical Engineering

Keywords:

Diabetes
predictive models
early diagnosis
World Health Organization (WHO)
Adaptive Neuro-Fuzzy Inference System (ANFIS)
Autoencoding
Kalman filtering
hybrid model
dimensionality reduction
feature extraction
BRFSS dataset
medical informatics
healthcare analytics
Explainable AI
chronic diseases
model generalizability
Computational Complexity
Outliers
Interpretability

File:

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Committee Members:

Aldo W Morales, Thesis Advisor/Co-Advisor
Truong Xuan Tran, Committee Member
Rafic Bachnak, Professor in Charge/Director of Graduate Studies
Jason Martis, Committee Member
Sannidhan M S, Committee Member