1. Machine Learning in Cardiac Diseases - Comparison of Performance of Selected Algorithms Open Access Author: Lee, Beom Ki Title: Machine Learning in Cardiac Diseases - Comparison of Performance of Selected Algorithms Graduate Program: Industrial Engineering (MS) Keywords: Machine LearningHealthcareClassificationSupervised LearningPredictionData AnalysisData ScienceCardiovascular File: Download BKLEE_Thesis_FinalDraft.pdf Committee Members: Steven James Landry, Program Head/ChairSoundar Kumara, Thesis Advisor/Co-AdvisorPaul Griffin, Committee Member
2. Predicting Driver's Takeover Decisions in a Conditionally Automated Vehicle with Gaze Based Deep Learning Architectures Open Access Author: Gupta, Shantanu Title: Predicting Driver's Takeover Decisions in a Conditionally Automated Vehicle with Gaze Based Deep Learning Architectures Graduate Program: Industrial Engineering (MS) Keywords: Conditionally Automated VehiclesMachine LearningDeep LearningSituational AwarenessTakeover Performance File: Download Shantanu_Masters_Thesis.pdf Committee Members: Yiqi Zhang, Thesis Advisor/Co-AdvisorVittaldas V Prabhu, Committee MemberSteven Landry, Program Head/Chair
3. Neural Embedded Optimization For Integrated Location and Routing Problems Restricted (Penn State Only) Author: Ayala, Harshita Title: Neural Embedded Optimization For Integrated Location and Routing Problems Graduate Program: Industrial Engineering (MS) Keywords: Location Routing ProblemsNeural NetworksMachine LearningMixed Integer Programming File: Login to Download Committee Members: Anirudh Subramanyam, Thesis Advisor/Co-AdvisorSoundar Kumara, Committee MemberSteven Landry, Program Head/Chair