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. Scientific Image Captioning with Visual Attention Models Open Access Author: Chen, Bill Title: Scientific Image Captioning with Visual Attention Models Area of Honors: Engineering Science Keywords: Deep LearningMachine LearningInformation RetrievalComputer VisionNatural Language ProcessingImage Captioning File: Download chen_bill_thesis_final.pdf Thesis Supervisors: C Lee Giles, Thesis SupervisorLucas Jay Passmore, Thesis Honors Advisor
4. A Qualitative Approach to Predicting the Success of NFL Draftees Open Access Author: Insley, Drew Title: A Qualitative Approach to Predicting the Success of NFL Draftees Area of Honors: Statistics Keywords: NFLSports AnalyticsStatisticsMachine Learning File: Download Insley_Thesis.pdf Thesis Supervisors: Andrew John Wiesner, Thesis SupervisorMatthew D Beckman, Thesis Honors Advisor
5. Solving Differential Equations With Deep Neural Networks (DNNs) Open Access Author: Grafton, Jaysa Title: Solving Differential Equations With Deep Neural Networks (DNNs) Area of Honors: Mathematics Keywords: Differential EquationsDeep Neural NetworksDNNsMachine LearningODEs File: Download Undergraduate_Thesis_Grafton.pdf Thesis Supervisors: Leonid V Berlyand, Thesis SupervisorVictoria V Sadovskaya, Thesis Honors Advisor
6. Detecting Tropical Cyclone Secondary Eyewalls with a Microwave-Based Scheme Open Access Author: Cheung, Alex Title: Detecting Tropical Cyclone Secondary Eyewalls with a Microwave-Based Scheme Area of Honors: Meteorology Keywords: Tropical CyclonesSecondary Eyewall FormationEyewall Replacement CycleMeteorologyTropical MeteorologyMachine LearningDetection AlgorithmHurricanesSatelliteRemote Sensing File: Download Alvin_Cheung_Thesis.pdf Thesis Supervisors: Steven J Greybush, Thesis SupervisorRaymond Gabriel Najjar, Jr., Thesis Honors AdvisorJenni Evans, Thesis Supervisor
7. Brain Impact Analysis from Overpressure Sources Through Machine Learning Based on Explosion Simulations and Wearable Blast Gauges Open Access Author: Mackay, Jackson Title: Brain Impact Analysis from Overpressure Sources Through Machine Learning Based on Explosion Simulations and Wearable Blast Gauges Area of Honors: Mechanical Engineering Keywords: OverpressureMachine LearningBlast simulationssoldierpressure gaugelinear regressionridge regressionkeras regressionwarfare scenarios File: Download Thesis_Final_Submission_-_Jackson_Mackay.pdf Thesis Supervisors: Reuben H Kraft, Thesis SupervisorDaniel Humberto Cortes Correales, Thesis Honors Advisor
8. Artificial Intelligence and Machine Learning: Making Practical Use of a Growing Technology Open Access Author: Wackerman, Benjamin Title: Artificial Intelligence and Machine Learning: Making Practical Use of a Growing Technology Area of Honors: Supply Chain and Information Systems Keywords: Artificial IntelligenceMachine LearningSupply ChainOptimizationForecastingInventory File: Download Thesis_Final_Draft.pdf Thesis Supervisors: Robert Alexander Novack, Thesis SupervisorJohn C Spychalski, Thesis Honors Advisor
9. 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
10. Investigating Optimal Input Parameters For Neural Networks Predicting Elderly Fall Risk Open Access Author: Lakhia, Shagun Title: Investigating Optimal Input Parameters For Neural Networks Predicting Elderly Fall Risk Area of Honors: Biomedical Engineering Keywords: GaitMachine LearningNeural NetworkFall RiskElderlyPredictionClassification File: Download Thesis_Final_Lakhia.pdf Thesis Supervisors: Anne Elizabeth Martin, Thesis SupervisorJustin Lee Brown, Thesis Honors Advisor