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Author:

Gowda Aghalya Shyama Sundar, Deepika

Title:

Identifying Product Web Pages Using Support Vector Machines

Graduate Program:

Computer Science and Engineering

Keywords:

Machine Learning

File:

Download Deepika-Gowda_Final_Thesis.pdf

Committee Members:

Prasenjit Mitra, Thesis Advisor/Co-Advisor
Prasenjit Mitra, Thesis Advisor/Co-Advisor

Author:

Zhang, Lei

Title:

ANGEL: A HYBRID CONTENT-BASED FILTERING TOOL FOR PROTECTING TEENS’ SAFETY IN ONLINE SOCIAL NETWORK

Graduate Program:

Computer Science and Engineering

Keywords:

Teens　
Social network
Filtering
Machine Learning

File:

Download Theis_.pdf

Committee Members:

Sencun Zhu, Thesis Advisor/Co-Advisor
Sencun Zhu, Thesis Advisor/Co-Advisor
Daniel Knifer, Thesis Advisor/Co-Advisor

Author:

Rao, Abhishek Krishna

Title:

Comparison of Machine Learning techniques for painting classification.

Graduate Program:

Electrical Engineering

Keywords:

Machine Learning
Deep Learning
Art
Image classification
Classifiers

File:

Download AbhishekRao-thesis.pdf

Committee Members:

David Miller, Thesis Advisor/Co-Advisor

Author:

Wang, Yuan

Title:

Markowitz Portfolio Optimization with Misspecified Covariance Matrices

Graduate Program:

Industrial Engineering

Keywords:

Markowitz Portfolio Optimization
ADMM
Machine Learning

File:

Download Yuan_Wang_Thesis.pdf

Committee Members:

Necdet S Aybat, Thesis Advisor/Co-Advisor

Author:

Tuarob, Suppawong

Title:

Predicting Emotions from Temporal Physical and Behavioral Information

Graduate Program:

Industrial Engineering

Keywords:

Emotion Prediction
Forecasting
Machine Learning

File:

Download Tuarob-MSIE-Thesis.pdf

Committee Members:

Conrad S Tucker, Thesis Advisor/Co-Advisor

Author:

Li, Hao

Title:

Image Analysis of Cyberbullying Using Machine Learning Techniques

Graduate Program:

Electrical Engineering

Keywords:

Cyberbullying
Instagram
Machine Learning
Image

File:

Download thesis_final_HaoLi.pdf

Committee Members:

Anna Cinzia Squicciarini, Thesis Advisor/Co-Advisor

Author:

Wang, Kaiyu

Title:

Automatically Extracting Semantic Scholarly Entities from Academic Papers

Graduate Program:

Computer Science and Engineering

Keywords:

Information Extraction
Scholarly Entity
Machine Learning
Natural Language Processing

File:

Download Kaiyu_Wang_thesis__final_version.pdf

Committee Members:

C.Lee Giles, Thesis Advisor/Co-Advisor
C.Lee Giles, Committee Member
Jesse Louis Barlow, Committee Member

Author:

Gobert, Christian J

Title:

ONLINE DISCONTINUITY DETECTION IN METALLIC POWDER BED FUSION ADDITIVE MANUFACTURING PROCESSES USING VISUAL INSPECTION SENSORS AND SUPERVISED MACHINE LEARNING

Graduate Program:

Mechanical Engineering

Keywords:

Additive Manufacturing
Machine Learning
Powder Bed Fusion
Flaw Detection
Image Processing

File:

Download Gobert_Thesis-2017.pdf

Committee Members:

Asok Ray, Thesis Advisor/Co-Advisor
Shashi Phoha, Committee Member
Edward Reutzel, Committee Member
Guha Manogharan, Committee Member
Jan Petrich, Committee Member

Author:

Lin, Tao

Title:

A DATA TRIAGE RETRIEVAL SYSTEM FOR CYBER SECURITY OPERATIONS CENTER

Graduate Program:

Information Sciences and Technology

Keywords:

Recurrent Neural Network
Machine Learning
Retrieval
Security

File:

Download TaoLin_Thesis.pdf

Committee Members:

Peng Liu, Thesis Advisor/Co-Advisor

Author:

Dudhbhate, Gauravi Uday

Title:

AN API FOR AUTHOR NAME DISAMBIGUATION

Graduate Program:

Computer Science and Engineering

Keywords:

API
Disambiguation
Author Name Disambiguation
Machine Learning
Web service information extraction
scholarly big data
Web service
information extraction
Web Service
Information Extraction
Random Forest
Clustering

File:

Download Dudhbhate-Dissertation.pdf

Committee Members:

Dr. Lee Giles, Thesis Advisor/Co-Advisor

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:

Hall, Donald L

Title:

Radio Frequency Fingerprinting Devices in Indoor Environments via Vector Sensing and Machine Learning

Graduate Program:

Electrical Engineering

Keywords:

Emitter Localization
Emitter Identification
Machine Learning
Vector Sensing
Radio Frequency Fingerprinting
Indoor Environment

File:

Download Donald_Hall-MS_Thesis.pdf

Committee Members:

Ram Mohan Narayanan, Thesis Advisor/Co-Advisor
David Marion Jenkins Jr., Committee Member
Erik Henry Lenzing, Committee Member

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

Author:

O'Connor, Philip

Title:

Machine Learning For Electromagnetic Metamaterial Design

Graduate Program:

Electrical Engineering

Keywords:

Machine Learning
Electromagnetics
Metamaterials
Neural Networks

File:

Download OConnor_Masters_Thesis_Final.pdf

Committee Members:

Douglas Henry Werner, Thesis Advisor/Co-Advisor
Kultegin Aydin, Program Head/Chair
Pingjuan Li Werner, Committee Member

Author:

Steinkruger, Dylan

Title:

An Artificially Intelligent System for the Automated Issuance of Tornado Warnings in Simulated Convective Storms

Graduate Program:

Meteorology

Keywords:

Convective Storms
Tornadoes
Prediction
Artificial Intelligence
Machine Learning

File:

Download SteinkrugerThesisFinal.pdf

Committee Members:

Paul Markowski, Thesis Advisor/Co-Advisor
George Spencer Young, Thesis Advisor/Co-Advisor
David Jonathan Stensrud, Committee Member
David Jonathan Stensrud, Program Head/Chair