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1. Machine Learning Techniques for Early Disease Detection in Potato Plants

open_access

Open Access

Author:: Ryan, Philip John
Title:: Machine Learning Techniques for Early Disease Detection in Potato Plants
Area of Honors:: Electrical Engineering
Keywords:: machine learning
unsupervised learning
principal component analysis
PCA
optics
File:: Download Philip_Ryan_Honors_Thesis.pdf
Thesis Supervisors:: Zhiwen Liu, Thesis Supervisor
Dr. Julio V. Urbina, Thesis Honors Advisor

2. A-ManPG for sparse PCA via penalized matrix approximation

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Restricted (Penn State Only)

Author:: Huang, Justin
Title:: A-ManPG for sparse PCA via penalized matrix approximation
Area of Honors:: Statistics
Keywords:: machine learning
pca
unsupervised learning
optimization
sparse pca
File:: Login to Download
Thesis Supervisors:: Lingzhou Xue, Thesis Supervisor
Matthew D Beckman, Thesis Honors Advisor