1. Predicting Ulnar Collateral Ligament Injury in Rookie Major League Baseball Pitchers Open Access Author: Rendar, Sean Title: Predicting Ulnar Collateral Ligament Injury in Rookie Major League Baseball Pitchers Area of Honors: Data Sciences Keywords: Machine LearningDeep LearningInjury PredictionUlnar Collateral LigamentMajor League Baseball File: Download Rendar_Sean_Predicting_Ulnar_Collateral_Ligament_Injury_in_Rookie_Major_League_Baseball_Pitchers.pdf Thesis Supervisors: Fenglong Ma, Thesis SupervisorJohn Yen, Thesis Honors Advisor
2. Analysis of ISIS Twitter Media Content Open Access Author: Fanelli, Michael Title: Analysis of ISIS Twitter Media Content Area of Honors: Data Sciences Keywords: ClassificationMachine LearningImage-RecognitionTerrorism File: Download Fanelli_Michael_Analysis_Of_ISIS_Twitter_Media_Content.pdf Thesis Supervisors: Anna Cinzia Squicciarini, Thesis SupervisorJohn Yen, Thesis Honors Advisor
3. Compartmentalizing and Ordering Claude Monet's Water Lily Paintings Using a Data-Driven Approach Open Access Author: Hoover, Thomas Title: Compartmentalizing and Ordering Claude Monet's Water Lily Paintings Using a Data-Driven Approach Area of Honors: Data Sciences Keywords: DataMonetUNETSegmentationMachine Learningconvolutional neural networkartificial neural networkImpressionism File: Download Hoover_Final_Honors_Thesis_2022.pdf Thesis Supervisors: James Z Wang, Thesis SupervisorJohn Yen, Thesis Honors Advisor
4. 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