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Author:

Parija, Tulika

Title:

SAVING COMPUTATIONS BY EARLY INFERENCE TERMINATION

Graduate Program:

Computer Science and Engineering

Keywords:

Deep Neural Network
Convolutional Neural Network

File:

Download MS_Thesis_Tulika_Parija_2018.pdf

Committee Members:

Chitaranjan Das, Thesis Advisor/Co-Advisor
Vijaykrishnan Narayanan, Committee Member
John Morgan Sampson, Committee Member

Author:

Sun, Qian

Title:

Deep Superpixel Stereo

Graduate Program:

Information Sciences and Technology

Keywords:

Stereo Matching
Superpixel
Deep Neural Network

File:

Download Thesis_Qian.pdf

Committee Members:

Zihan Zhou, Thesis Advisor/Co-Advisor
James Z Wang, Committee Member
Amulya Yadav, Committee Member

Author:

Garcia, Miguel

Title:

Insights on the use of Machine Learning to Predict Retention of Career Soldiers in the United States Army

Graduate Program:

Data Analytics

Keywords:

Artificial Intelligence
Machine Learning
AI
Deep Learning
Decision Tree
Logistic Regression
Random Forest
XGBoost
Artificial Neural Network
Deep Neural Network
U.S. Army
Military
Attrition
Retention
Person-Event Data Environment
PDE
Department of Defense
DoD
Army Analytics Group
AAG
Naive Bayes
Active Duty
Enlistment
Commissioned Officers
Soldiers
Area Under the Curve
AUC
Data Analytics
Retirement
MEDPROS
PHA
MEPCOM
DTMS
ATMS
ROC Curve
Variable Importance
Preprocessing
Data Quality

File:

Download Insights_on_the_use_of_AI_to_Predict_Retention_of_Career_Soldiers_in_the_US_Army.pdf

Committee Members:

Colin Neill, Program Head/Chair
Partha Mukherjee, Thesis Advisor/Co-Advisor
Guanghua Qiu, Committee Member
Youakim Badr, Thesis Advisor/Co-Advisor

Author:

Newton, Rob

Title:

Improving Equity in Decision Support Systems

Graduate Program:

Industrial Engineering

Keywords:

Industrial Engineering
Operations Research
Equity
Decision Support Systems
Opioid Settlement
Facility Location
Deep Neural Network
Human Capital

File:

Download Newton_Dissertation.pdf

Committee Members:

Steven Landry, Program Head/Chair
Jose Ventura, Major Field Member
Soundar Kumara, Major Field Member
Paul Griffin, Chair & Dissertation Advisor
Terry Harrison, Outside Unit & Field Member

Author:

Verma, Sumit

Title:

Modeling and Detection of cyberattacks in transmission system using linear programming and deep neural networks

Graduate Program:

Electrical Engineering

Keywords:

False data injection attacks
Deep Neural Network
Cyberattacks
DC state-estimation

File:

Download Thesis_Sumit__Verma.pdf

Committee Members:

Javad Khazaei, Thesis Advisor/Co-Advisor
Peter Idowu, Committee Member
Rafic Bachnak, Program Head/Chair
Wolfram Bettermann, Committee Member