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Start Over Year 2019 Keyword Machine Learning

3. User Protection in Social Networks using Machine Learning Techniques

open_access
Open Access
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

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

open_access
Open Access
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

5. Learning Capabilities of Neural Network and Keplerian Dynamics

open_access
Open Access
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

6. PERSONALIZED ADAPTIVE GAMIFICATION SYSTEMS TO IMPROVE PERFORMANCE AND MOTIVATION

open_access
Open Access
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

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

open_access
Open Access
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

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

open_access
Open Access
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

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

open_access
Open Access
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

10. Quantifying cities through user-generated geosocial content with GeoAI

open_access
Open Access
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

11. Informed Learning for Image Restoration and Understanding

open_access
Open Access
Author:
Tofighi, Mohammad
Title:
Informed Learning for Image Restoration and Understanding
Graduate Program:
Electrical Engineering
Keywords:
Machine Learning
Cell Detection
Image Processing
Image Deblurring
Deep Learning
Video Deblurring
File:
Download Tofighi_Dissertation.pdf
Committee Members:
Vishal Monga, Dissertation Advisor/Co-Advisor
Vishal Monga, Committee Chair/Co-Chair
William Evan Higgins, Committee Member
Jeffrey Louis Schiano, Committee Member
Leonid V Berlyand, Outside Member
Kultegin Aydin, Program Head/Chair

12. Unsupervised Deep Learning Approach For Photoacoustic Spectral Unmixing.

open_access
Open Access
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

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

open_access
Open Access
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