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Start Over Year 2018 Keyword Machine Learning Access Level open_access

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

open_access
Open Access
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

3. EVENT DETECTION AND PREDICTION USING ONLINE USER GENERATED DATA

open_access
Open Access
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

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

open_access
Open Access
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

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

open_access
Open Access
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

6. On a Computation Model for Human and Machine Symmetry Perception

open_access
Open Access
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

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

open_access
Open Access
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

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

open_access
Open Access
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

9. Towards Secure Solutions for Cloud Applications

open_access
Open Access
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