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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:

Enab, Khaled Ahmed

Title:

ARTIFICIAL NEURAL NETWORK BASED DESIGN PROTOCOL FOR WAG IMPLEMENTATION IN CO2 INJECTION USING FISHBONE WELLS IN LOW PERMEABILITY Oil RESERVOIRS

Graduate Program:

Energy and Mineral Engineering

Keywords:

Enhanced Oil Recovery
WAG
CO2 Injection
Unconventional Oil Reservoirs
Tight Oil Reservoirs
Artificial Neural Network
Machine Learning

File:

Download Khaled_Enab_Dissertation.pdf

Committee Members:

Turgay Ertekin, Dissertation Advisor/Co-Advisor
Turgay Ertekin, Committee Chair/Co-Chair
Sanjay Srinivasan, Committee Member
Gregory R King, Committee Member
Sridhar Anandakrishnan, Outside Member

Author:

Lim, Sunghoon

Title:

EVENT DETECTION AND PREDICTION USING ONLINE USER GENERATED DATA

Graduate Program:

Industrial Engineering

Keywords:

Machine Learning
Text Mining
Social Media Analytics
Online Data Analytics
Event Detection
Event Prediction

File:

Download Dissertation_SunghoonLim_IEPHD.pdf

Committee Members:

Conrad S Tucker, Dissertation Advisor/Co-Advisor
Conrad S Tucker, Committee Chair/Co-Chair
Soundar Kumara, Committee Member
Ling Rothrock, Committee Member
Nilam Ram, Outside Member

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:

Liang, Chen

Title:

Machine Learning Methods for Building Educational Applications: Concept Prerequisite Learning and Automatic Distractor Generation

Graduate Program:

Information Sciences and Technology

Keywords:

Machine Learning
Concept Prerequisite Learning
Automatic Distractor Generation
Question Generation

File:

Download Chen_Liang-Dissertation.pdf

Committee Members:

C. Lee Giles, Dissertation Advisor/Co-Advisor
C. Lee Giles, Committee Chair/Co-Chair
Vasant G. Honavar, Committee Member
John Yen, Committee Member
Rebecca J. Passonneau, Outside Member
Barton K. Pursel, Special Member

Author:

Li, Jingwen

Title:

INVESTIGATION OF VISUAL CUE USAGE IN A MULTIPLE-POINT TIME-TO-CONTACT TASK

Graduate Program:

Industrial Engineering

Keywords:

Time-to-contact
Search Strategy
Visual cue usage
Scanpath
Machine Learning

File:

Download Jingwen_Li_-Dissertation_V2.2.pdf

Committee Members:

Ling Rothrock, Dissertation Advisor/Co-Advisor
Ling Rothrock, Committee Chair/Co-Chair
Andris Freivalds, Committee Member
Soundar Kumara, Committee Member
Richard Alan Carlson, Outside Member

Author:

Funk, Christopher A

Title:

On a Computation Model for Human and Machine Symmetry Perception

Graduate Program:

Computer Science and Engineering

Keywords:

Symmetry
Deep Learning
Convolutional Neural Networks
Machine Learning
Wallpaper Groups
Topology Comparison
EEG

File:

Download ChristopherFunk-Dissertation.pdf

Committee Members:

Yanxi Liu, Dissertation Advisor/Co-Advisor
Yanxi Liu, Committee Chair/Co-Chair
Robert Collins, Committee Member
William Evan Higgins, Committee Member
David T Reitter, Outside Member

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:

Fang, Kuai

Title:

Understanding Hydrologic Functions of Water Storage and Soil Moisture and Improving Predictive Capability using Big Data Machine Learning Methods

Graduate Program:

Civil Engineering

Keywords:

Hydrology
Watershed Functioning
Water Storage
Soil Moisture
Machine Learning
Deep Learning

File:

Download Kuai_Thesis_Final.pdf

Committee Members:

Chaopeng Shen, Dissertation Advisor/Co-Advisor
Chaopeng Shen, Committee Chair/Co-Chair
Xiaofeng Liu, Committee Member
Klaus Keller, Committee Member
Daniel Kifer, Outside 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:

Liao, Cong

Title:

Towards Secure Solutions for Cloud Applications

Graduate Program:

Information Sciences and Technology

Keywords:

Cloud Computing
MapReduce
Provenance Logging
Invariant Violation Detection
Hadoop File System
Distributed Storage
Location-Awareness
Machine Learning
Adversarial Machine Learning
Security
Convolutional Neural Networks

File:

Download Dissertation-Cong.pdf

Committee Members:

Anna Cinzia Squicciarini, Dissertation Advisor/Co-Advisor
Anna Cinzia Squicciarini, Committee Chair/Co-Chair
Peng Liu, Committee Member
Sencun Zhu, Committee Member
David Jonathan Miller, Outside Member

Author:

Zhong, Haoti

Title:

User Protection in Social Networks using Machine Learning Techniques

Graduate Program:

Electrical Engineering

Keywords:

Machine Learning
Privacy
Cyberbully
Social Networks

File:

Download User_protection_in_social_networks_using_machine_learning_techniques.pdf

Committee Members:

David Jonathan Miller, Dissertation Advisor/Co-Advisor
Anna Cinzia Squicciarini, Committee Chair/Co-Chair
George Kesidis, Committee Member
Sencun Zhu, Committee Member
Dongwon Lee, Outside Member

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:

Lopez Bencosme, Christian Enmanuel

Title:

PERSONALIZED ADAPTIVE GAMIFICATION SYSTEMS TO IMPROVE PERFORMANCE AND MOTIVATION

Graduate Program:

Industrial Engineering

Keywords:

Gamification
Machine Learning
Player type
Perzonalization

File:

Download Dissertation_IME_PhD_ChristianLopez.pdf

Committee Members:

Conrad S. Tucker, Dissertation Advisor/Co-Advisor
Ling Rothrock, Committee Chair/Co-Chair
Freivalds Andris, Committee Member
Conrad S. Tucker, Committee Member
Thomas A. Litzinger, Outside Member

Author:

Rahimi, Sohrab

Title:

Unveiling the Wall: Physical Manifestations of Socio-spatial Boundaries in the US

Graduate Program:

Architecture

Keywords:

Urban Sociology
Urban Culture
GIS
Machine Learning
Social Media
Yelp
Urban Computation
Taste
Bourdieu
Social Boundaries
Segregation
American Cities

File:

Download UnveilingTheWall_SohrabRahimi.pdf

Committee Members:

Mallika Bose, Dissertation Advisor/Co-Advisor
Mallika Bose, Committee Chair/Co-Chair
Clio Maria Andris, Committee Member
Xiang Zhang, Committee Member
Jose M Pinto Duarte, Outside Member

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:

Li, Qiyuan

Title:

Examining the Effects of Learners’ Background and Social Network Position on Content-Related Interaction via the MOOC Platform

Graduate Program:

Learning, Design, and Technology

Keywords:

MOOCs
Interaction
Machine Learning
SEM
Social Network Analysis
Online Learning

File:

Download QL_Dissertation_Final.pdf

Committee Members:

Priya Sharma, Dissertation Advisor/Co-Advisor
Priya Sharma, Committee Chair/Co-Chair
Roy Clariana, Committee Member
Simon Hooper, Committee Member
Runze Li, Outside Member

Author:

Liu, Xi

Title:

Quantifying cities through user-generated geosocial content with GeoAI

Graduate Program:

Geography

Keywords:

GIScience
GeoAI
Cities
Computational Social Science
Machine Learning
Data Mining

File:

Download Xi_Liu_dissertation_revised_v2.pdf

Committee Members:

Clio Maria Andris, Dissertation Advisor/Co-Advisor
Clio Maria Andris, Committee Chair/Co-Chair
Alan M Mac Eachren, Committee Member
Donna Peuquet, Committee Member
Bruce A Desmarais, Jr., Outside Member