1. Autofocus of phase-constrast images of yeast cells using machine learning Open Access Author: Yan, April Yujie Title: Autofocus of phase-constrast images of yeast cells using machine learning Area of Honors: Physics Keywords: machine learningimage processingconvolutional neural networkbiophysicsmicroscopic autofocusingcell imagingfocus measures File: Download Yujie_Yan_Thesis.pdf Thesis Supervisors: Lu Bai, Thesis SupervisorRichard Wallace Robinett, Thesis Honors Advisor
2. A Hybrid Model of Convolutional Neural Network and Gradient Boosting Open Access Author: Huang, Ruijie Title: A Hybrid Model of Convolutional Neural Network and Gradient Boosting Area of Honors: Statistics Keywords: Image classificationmachine learningconvolutional neural networkgradient boostdata analysis File: Download HonorThesis_RuijieHuang_FinalVersion.pdf Thesis Supervisors: Prabhani Kuruppumullage Don, Thesis SupervisorEthan Xingyuan Fang, Thesis Honors Advisor
