1. ONLINE CUSTOMER REVIEW ANALYTICS Open Access Author: Chumongkhon, Visanu Title: ONLINE CUSTOMER REVIEW ANALYTICS Graduate Program: Industrial Engineering Keywords: Text ClassificationMachine LearningSentiment AnalysisTopic ModelingOnline Review AnalyticsSupport Vector MachineConvolutional Neural NetworkVADER File: Download MS_Thesis_Visanu_Chumongkhon.pdf Committee Members: Soundar Kumara, Thesis Advisor/Co-Advisor
2. 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
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