1. A Flow Classifier with Tamper-resistant Features and an Evaluation of Its Portability to New Domains Open Access Author: Zou, Guixi Title: A Flow Classifier with Tamper-resistant Features and an Evaluation of Its Portability to New Domains Graduate Program: Electrical Engineering Keywords: machine learningtraffic classificationportability File: Download Guixi_Thesis.pdf Committee Members: David Jonathan Miller, Thesis Advisor/Co-AdvisorDavid Jonathan Miller, Thesis Advisor/Co-Advisor
2. An Investigation of Wavelet Features for Automated Biomedical Image Classification Open Access Author: Fry, Jonathan Richard Title: An Investigation of Wavelet Features for Automated Biomedical Image Classification Graduate Program: Electrical Engineering Keywords: waveletfeature spaceclassificationmachine learningpattern recognitionimage analysisfeature selection File: Download thesis_format_final.pdf Committee Members: Yanxi Liu, Thesis Advisor/Co-AdvisorVishal Monga, Thesis Advisor/Co-Advisor
3. Robust Video Frame Classification in Bronchoscopy Open Access Author: Mctaggart, Matthew Ira Title: Robust Video Frame Classification in Bronchoscopy Graduate Program: Electrical Engineering Keywords: bronchoscopyendobronchial video summarizationlung cancerimage-guided proceduresendoscopic proceduresmachine learningartificial intelligencesurgical applicationinterventional application File: Download McTaggart2018-Thesis.pdf Committee Members: William E. Higgins, Thesis Advisor/Co-AdvisorWilliam K. Jenkins, Committee Member
4. Quantization and Adaptivity of Wavelet Scattering Networks for Classification Applications Open Access Author: Fox, Maxine Rebecca Title: Quantization and Adaptivity of Wavelet Scattering Networks for Classification Applications Graduate Program: Electrical Engineering Keywords: wavelet scattering networksquantizationmachine learningbackpropagationconvolutional neural networks File: Download MaxineFox_MS-Thesis.pdf Committee Members: Ram Mohan Narayanan, Thesis Advisor/Co-AdvisorTimothy Joseph Kane, Committee MemberDr. Raghu G. Raj, Special SignatoryKultegin Aydin, Program Head/Chair
5. Leveraging Data-Science to Characterize Additively Manufactured Electromagnetic Components Open Access Author: Sessions, Deanna Title: Leveraging Data-Science to Characterize Additively Manufactured Electromagnetic Components Graduate Program: Electrical Engineering Keywords: Additive manufacturingfrequency selective surfaceconformal electromagneticsmachine learning File: Download Deanna_Sessions_Thesis_v1.pdf Committee Members: Gregory Huff, Thesis Advisor/Co-AdvisorTimothy Joseph Kane, Committee MemberKultegin Aydin, Program Head/Chair
6. machine learning-enhanced dynamic laser speckle imaging for rapid antimicrobial susceptibility testing Open Access Author: Zhou, Keren Title: machine learning-enhanced dynamic laser speckle imaging for rapid antimicrobial susceptibility testing Graduate Program: Electrical Engineering Keywords: Antibacterial susceptibility testingphenotypebacterialaser speckle imagingmachine learning File: Download Ms_kz_v3.pdf Committee Members: Seyedehaida Ebrahimi, Thesis Advisor/Co-AdvisorZhiwen Liu, Committee MemberKultegin Aydin, Program Head/Chair
