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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