1. Optimization of a Gaussian Mixture Model using the Expectation-maximization Algorithm 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 LearningSeizureGaussian Mixture ModelProbability Model File: Download David_Blyton_Thesis_Final.pdf Thesis Supervisors: Shashi Phoha, Thesis SupervisorRobert Graham Melton, Thesis Honors AdvisorDr. George A Lesieutre, Faculty Reader
2. Modeling of Discrete Dynamic Systems Using an Integrated Operator-and Control- Theoretic Method 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 LearningKoopman Operator TheoryAnalytical BackpropogationData ScienceData Driven ModelingImitation LearningLinear Quadratic Regulator File: Download Abhinav_Pandey_Honors_Thesis.pdf Thesis Supervisors: Daning Huang, Thesis SupervisorNamiko Yamamoto, Thesis Honors Advisor