1. Analysis of Environmental Factors Contributing to the Eyewall Replacement Cycle of Hurricanes Open Access Author: Christino, Martha Title: Analysis of Environmental Factors Contributing to the Eyewall Replacement Cycle of Hurricanes Area of Honors: Meteorology Keywords: HurricanesMachine LearningEyewall Replacement CycleHurricane IntensificationEnvironmental File: Download ForReview_Christino_Thesis.pdf Thesis Supervisors: Paul Markowski, Thesis SupervisorPaul Markowski, Thesis Honors AdvisorAnthony Carl Didlake, Jr., Faculty ReaderGeorge Spencer Young, Thesis Supervisor
2. Fine Tuning Transformers for Political Manifesto Summarization and Quantification Open Access Author: Elisii, Patrick Title: Fine Tuning Transformers for Political Manifesto Summarization and Quantification Area of Honors: Computer Science Keywords: Machine LearningNatural Language ProcessingPolitical DocumentsSummarizationClassificationBERT File: Download Thesis-elisii_final.pdf Thesis Supervisors: Amulya Yadav, Thesis SupervisorJohn Joseph Hannan, Thesis Honors Advisor
3. 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
4. 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
5. 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
6. 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