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Author:

Noureldeen, Ali

Title:

Security Study of Ranking Algorithms

Graduate Program:

Computer Science and Engineering

Keywords:

Ranking Algorthims
Machine Learning

File:

Download AliNoureldeen.pdf

Committee Members:

Sencun Zhu, Thesis Advisor/Co-Advisor
Danfeng Zhang, Committee Member
Chitaranjan Das, Program Head/Chair

Author:

Chumongkhon, Visanu

Title:

ONLINE CUSTOMER REVIEW ANALYTICS

Graduate Program:

Industrial Engineering

Keywords:

Text Classification
Machine Learning
Sentiment Analysis
Topic Modeling
Online Review Analytics
Support Vector Machine
Convolutional Neural Network
VADER

File:

Download MS_Thesis_Visanu_Chumongkhon.pdf

Committee Members:

Soundar Kumara, Thesis Advisor/Co-Advisor

Author:

Abdullah, Mohammad B

Title:

DEVELOPMENT AND APPLICATION OF AN ARTIFICIAL-NEURAL-NETWORK-BASED ANALYSIS AND DESIGN TOOL FOR CHEMICAL ENHANCED OIL RECOVERY (ALKALINE-SURFACTANT-POLYMER) FIELD IMPLEMENTATIONS

Graduate Program:

Energy and Mineral Engineering

Keywords:

ANN
EOR
cEOR
Enhanced Oil Recovery
Machine Learning
Artificial Neural Network
Field Implementation

File:

Download Mohammad_Abdullah_final.pdf

Committee Members:

Hamid Emami-Meybodi, Thesis Advisor/Co-Advisor
Turgay Ertekin, Thesis Advisor/Co-Advisor
Gregory R King, Committee Member

Author:

Gueho, Damien

Title:

Learning Capabilities of Neural Network and Keplerian Dynamics

Graduate Program:

Aerospace Engineering

Keywords:

Machine Learning
Artificial intelligence
Neural Network
capabilities
Learn
two-body problem
residual neural network
feed-forward neural network
dynamic system
dynamical system
approximation
prediction
recurrent model
data set

File:

Download Gueho_Damien-Dissertation.pdf

Committee Members:

Puneet Singla, Thesis Advisor/Co-Advisor
Robert Graham Melton, Thesis Advisor/Co-Advisor

Author:

Wright, Isaac

Title:

Empirical Evaluation of the Efficient Market Hypothesis: A Machine Learning Approach

Graduate Program:

Statistics

Keywords:

Machine Learning
Financial Markets
Efficient Market Hypothesis
Random Forest
Boosting
GLM
stocks

File:

Download IsaacWright_Thesis.pdf

Committee Members:

Matthew Logan Reimherr, Thesis Advisor/Co-Advisor
Jia Li, Committee Member
John C Liechty, Committee Member
Ephraim Mont Hanks, Program Head/Chair

Author:

Durairaj, Deepit Abhishek

Title:

Unsupervised Deep Learning Approach For Photoacoustic Spectral Unmixing.

Graduate Program:

Electrical Engineering

Keywords:

Spectral Unmixing
Machine Learning
Autoencoders
Unsupervised Learning
Photoacoustic Imaging

File:

Download Deepit_Durairaj_Thesis.pdf

Committee Members:

Sri-Rajasekhar Kothapalli, Thesis Advisor/Co-Advisor
David Jonathan Miller, Thesis Advisor/Co-Advisor
William Evan Higgins, Committee Member
Sri-Rajasekhar Kothapalli, Program Head/Chair

Author:

Alamoudi, Hassan

Title:

Applications of artificial intelligence and machine learning in healthcare: A cardiovascular case

Graduate Program:

Industrial Engineering

Keywords:

Artificial Intelligence
Machine Learning
Healthcare
Cardiovascular

File:

Download Hassan_Alamoudi-MS_Thesis_Dec_2019.pdf

Committee Members:

Soundar Rajan Tirupatikumara, Thesis Advisor/Co-Advisor
Robert Carl Voigt, Program Head/Chair
Hui Yang, Committee Member
Robert Carl Voigt, Special Signatory