51. Defect Identification and Classification of Cellular Glass Open Access Author: Burlovic, Benjamin Title: Defect Identification and Classification of Cellular Glass Area of Honors: Mechanical Engineering Keywords: Non Destructive TestingNeural NetworksImage ClassificationMachine Learning File: Download Burlovic_Benjamin_Honors_Thesis_Final.pdf Thesis Supervisors: Ryan L Harne, Thesis SupervisorMargaret Louise Byron, Thesis Honors Advisor
52. The Viability of Machine Learning in the Stock Market Open Access Author: Stevenson, Nolan Title: The Viability of Machine Learning in the Stock Market Area of Honors: Computer Science (Behrend) Keywords: Machine LearningNeural NetworkStock PredictionPaper Trading File: Download The_Viability_of_Machine_Learning_in_the_Stock_Market.pdf Thesis Supervisors: Jonathan Liaw, Thesis SupervisorWen-Li Wang, Thesis Honors Advisor
53. Linear Regression, Mixture Modeling, and Gradient Boosting to Predict Box Office Revenue: Leveraging Machine Learning in Volatile Industries Open Access Author: Pevner, Joseph Title: Linear Regression, Mixture Modeling, and Gradient Boosting to Predict Box Office Revenue: Leveraging Machine Learning in Volatile Industries Area of Honors: Finance Keywords: Machine LearningFinanceFilm File: Download JosephPevnerThesis.pdf Thesis Supervisors: Lingzhou Xue, Thesis SupervisorBrian Spangler Davis, Thesis Honors Advisor
54. Optimized Machine Learning via Brain-Inspired Neuromorphic Algorithms Open Access Author: Mitrik, Andre Title: Optimized Machine Learning via Brain-Inspired Neuromorphic Algorithms Area of Honors: Computer Engineering Keywords: Machine LearningSpiking Neural NetworksBackpropagationPrincipal Component AnalysisNeural Networks File: Download Andre_Mitrik_Thesis.pdf Thesis Supervisors: Abhronil Sengupta, Thesis SupervisorJohn Morgan Sampson, Thesis Honors Advisor
55. Examining Cases of Property Misinformation in Airbnb Restricted (Penn State Only) Author: Devarakonda, Vaishali Title: Examining Cases of Property Misinformation in Airbnb Area of Honors: Data Sciences Keywords: AirbnbMachine LearningMisinformationText ClassificationSharing Economy File: Login to Download Thesis Supervisors: J. Andrew Petersen, Thesis SupervisorJohn Yen, Thesis Honors AdvisorMallory Marie Meehan, Faculty Reader
56. Cross-Species Prediction of Transcription Factor Binding Restricted (Penn State Only) Author: Agarwala, Vandana Title: Cross-Species Prediction of Transcription Factor Binding Area of Honors: Computer Science Keywords: Gene RegulationDeep LearningTransfer LearningDomain AdaptationComputational BiologyBioinformaticsMachine Learning File: Login to Download Thesis Supervisors: Shaun Mahony, Thesis SupervisorJohn Joseph Hannan, Thesis Honors Advisor
57. The Impact of Adversarial Examples on Machine Learning Models Restricted (Penn State Only) Author: Martutartus, Sheryll Title: The Impact of Adversarial Examples on Machine Learning Models Area of Honors: Computer Science Keywords: Machine LearningComputer ScienceAdversarial Machine LearningSpam Detection File: Login to Download Thesis Supervisors: Patrick Drew Mcdaniel, Thesis SupervisorJohn Joseph Hannan, Thesis Honors Advisor
58. Using COVID 19 Healthcare Misinformation to Develop a System to Detect Future Fake News Restricted (Penn State Only) Author: Denenberg, Allison Title: Using COVID 19 Healthcare Misinformation to Develop a System to Detect Future Fake News Area of Honors: Data Sciences Keywords: Data ScienceMachine LearningMisinformationFake NewsCOVID-19 File: Login to Download Thesis Supervisors: Suhang Wang, Thesis SupervisorMarc Aaron Friedenberg, Thesis Honors Advisor
59. Symmetry Detection from Dance Textures Restricted (Penn State Only) Author: Li, Weisheng Title: Symmetry Detection from Dance Textures Area of Honors: Computer Science Keywords: motion capture dataSymmetryMachine Learning File: Login to Download Thesis Supervisors: Yanxi Liu, Thesis SupervisorRebecca Jane Passonneau, Thesis Honors Advisor
60. Collusion Detection in Auctions Using Machine Learning Algorithms Restricted (Penn State Only) Author: Rathi, Muskan Title: Collusion Detection in Auctions Using Machine Learning Algorithms Area of Honors: Computer Engineering Keywords: EconomicsComputational EconomicsCollusionAuctionAuction EquilibriumBayes Nash EquilibriumMachine Learning File: Login to Download Thesis Supervisors: Nima Haghpanah, Thesis SupervisorJohn Morgan Sampson, Thesis Honors Advisor