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22. Modeling Pilots' Visual Attention Using Enhanced Flight Vision Systems

open_access
Open Access
Author:
Uwazuruonye, Kaosisochi
Title:
Modeling Pilots' Visual Attention Using Enhanced Flight Vision Systems
Graduate Program:
Aerospace Engineering
Keywords:
pilot's visual attention
Enhanced flight vision system
machine learning
time series analysis
pilot's control behavior
low visibility
File:
Download Modeling_Pilots__Visual_Attention_Using_Enhanced_Flight_Vision_Systems.pdf
Committee Members:
Amy Ruth Pritchett, Thesis Advisor/Co-Advisor
Amy Ruth Pritchett, Committee Member
Joseph Francis Horn, Committee Member
Jacob Willem Langelaan, Committee Member

23. Neural Networks and Self-Organizing Cellular Automata

open_access
Open Access
Author:
Robinson, Matthew
Title:
Neural Networks and Self-Organizing Cellular Automata
Graduate Program:
Computer Science
Keywords:
neural networks
emergent behavior
emergence
self-organizing systems
self-organization
machine learning
cellular automata
File:
Download Robinson-Thesis-ms-final.pdf
Committee Members:
Thang N. Bui, Thesis Advisor/Co-Advisor
Thang N. Bui, Program Head/Chair
Susan Kathryn Eskin, Committee Member
Linda Marie Null, Committee Member
Sukmoon Chang, Committee Member
Jeremy Joseph Blum, Committee Member
Hyuntae Na, Committee Member
Hien Nguyen, Committee Member
Md Faisal Kabir, Committee Member

24. the use of machine learning and genetic algorithms for clutter classification and radarcom signal design

open_access
Open Access
Author:
Washington, Richard
Title:
the use of machine learning and genetic algorithms for clutter classification and radarcom signal design
Graduate Program:
Electrical Engineering (MS)
Keywords:
Radar
wireless communications
clutter
lpi
radarcom
machine learning
File:
Download FinalThesis_RichardWashington.pdf
Committee Members:
Kultegin Aydin, Program Head/Chair
Ram Mohan Narayanan, Thesis Advisor/Co-Advisor
Julio Urbina, Committee Member
Dmitriy Garmatyuk, Special Signatory
Saba Mudaliar, Special Signatory

25. Physics-Infused Reduced-Order Modeling of Aerothermal Loads for Fluid-Thermal-Structural Interactions

open_access
Open Access
Author:
Vargas Venegas, Carlos
Title:
Physics-Infused Reduced-Order Modeling of Aerothermal Loads for Fluid-Thermal-Structural Interactions
Graduate Program:
Aerospace Engineering (MS)
Keywords:
hypersonic
fluid-thermal-structural
aerothermoelasticity
data-driven
physics-driven
physics-based
reduced-order modeling
machine learning
field inversion
aerothermal
turbulent viscous-inviscid interactions
neural ordinary differential equations
direct collocation
optimization
kriging
proper-orthogonal decomposition
latin hypercube sampling
thermoelastic
hypersonic vehicle
RANS
skin-panel
two-dimensional
gaussian process regression
computational fluid dynamics
supported panel
augmentation
augmented
model augmentation
surrogate
POD-kriging
POD
algebraic
differential
algebraic augmentation
differential augmentation
NODE
PIROM
analysis
File:
Download ms-thesis-corrected.pdf
Committee Members:
Daning Huang, Thesis Advisor/Co-Advisor
Puneet Singla, Committee Member
Amy Pritchett, Program Head/Chair
Sven Schmitz, Committee Member

26. Improving the Predictability of Racial Preference Attitudes: Using Machine Learning Models to Predict Concurrent Implicit-Explicit Black-Preference Attitudes

open_access
Open Access
Author:
Rodriguez, Raphael
Title:
Improving the Predictability of Racial Preference Attitudes: Using Machine Learning Models to Predict Concurrent Implicit-Explicit Black-Preference Attitudes
Graduate Program:
Information Sciences and Technology
Keywords:
racism
machine learning
implicit
iat
File:
Download rodriguez_mastersThesis_Summer2020.pdf
Committee Members:
Frank Edward Ritter, Thesis Advisor/Co-Advisor
Daniel Susser, Committee Member
Shomir Wilson, Committee Member
Mary Beth Rosson, Program Head/Chair

27. Explainable AI (XAI) for Fault Detection and Classification in Microgrids Using a Real-time Simulation Framework

open_access
Open Access
Author:
Ajayi, Oluwadamilola
Title:
Explainable AI (XAI) for Fault Detection and Classification in Microgrids Using a Real-time Simulation Framework
Graduate Program:
Electrical Engineering (MS)
Keywords:
power systems protection
fault analysis
machine learning
real-time simulation
microgrid modeling
File:
Download Oluwadamilola_Ajayi_Thesis.pdf
Committee Members:
Peter Idowu, Thesis Advisor/Co-Advisor
Md Habib Ullah, Thesis Advisor/Co-Advisor
Rafic Bachnak, Professor in Charge/Director of Graduate Studies
Aldo W Morales, Committee Member

28. Improved Facial Expression Recognition Using Noisy Student Training and Synthetic Data Generation

open_access
Open Access
Author:
Kumar, Vikas
Title:
Improved Facial Expression Recognition Using Noisy Student Training and Synthetic Data Generation
Graduate Program:
Computer Science and Engineering (MS)
Keywords:
Facial expression recognition
student-teacher network
semisupervised learning
multi-level attention
Facial expression recognition student-teacher network
semisupervised learning multi-level attention
facial expression recognition
unsupervised learning
student teacher network
machine learning
deep learning
GAN
CNN
File:
Download Thesis.pdf
Committee Members:
Chitaranjan Das, Program Head/Chair
Daniel Kifer, Thesis Advisor/Co-Advisor
C Lee Giles, Committee Member

29. Expanding the Range of Hydropower Schedules to Maximize Nuclear and Hydro Generation: Machine Learning Techniques for Practical Sensitivity Analysis

open_access
Open Access
Author:
Barber, Nathan
Title:
Expanding the Range of Hydropower Schedules to Maximize Nuclear and Hydro Generation: Machine Learning Techniques for Practical Sensitivity Analysis
Graduate Program:
Civil Engineering (MS)
Keywords:
hydropower
nuclear
sensitivity analysis
ensembles
machine learning
clustering
hydrodynamic model
ANOVA
File:
Download Barber_Thesis_Final.pdf
Committee Members:
Alfonso Ignacio Mejia, Thesis Advisor/Co-Advisor
Steven J Greybush, Committee Member
Farshad Rajabipour, Program Head/Chair
Xiaofeng Liu, Committee Member