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Start Over Area of Honors Aerospace Engineering Keyword Machine Learning

1. Optimization of a Gaussian Mixture Model using the Expectation-maximization Algorithm

open_access
Open Access
Author:
Blyton, David J
Title:
Optimization of a Gaussian Mixture Model using the Expectation-maximization Algorithm
Area of Honors:
Aerospace Engineering
Keywords:
Machine Learning
Seizure
Gaussian Mixture Model
Probability Model
File:
Download David_Blyton_Thesis_Final.pdf
Thesis Supervisors:
Shashi Phoha, Thesis Supervisor
Robert Graham Melton, Thesis Honors Advisor
Dr. George A Lesieutre, Faculty Reader

2. Modeling of Discrete Dynamic Systems Using an Integrated Operator-and Control- Theoretic Method

open_access
Open Access
Author:
Pandey, Abhinav
Title:
Modeling of Discrete Dynamic Systems Using an Integrated Operator-and Control- Theoretic Method
Area of Honors:
Aerospace Engineering
Keywords:
Machine Learning
Koopman Operator Theory
Analytical Backpropogation
Data Science
Data Driven Modeling
Imitation Learning
Linear Quadratic Regulator
File:
Download Abhinav_Pandey_Honors_Thesis.pdf
Thesis Supervisors:
Daning Huang, Thesis Supervisor
Namiko Yamamoto, Thesis Honors Advisor