1. A Comparative Analysis on the Ability of Machine Learning Models to Create a Housing Price Index Using Integrated New York City Housing and School Performance Data Open Access Author: Gault, William Title: A Comparative Analysis on the Ability of Machine Learning Models to Create a Housing Price Index Using Integrated New York City Housing and School Performance Data Area of Honors: Data Sciences Keywords: Data ScienceMachine LearningFeature EngineeringLinear RegressionNeural Network File: Download William_Gault_Thesis.pdf Thesis Supervisors: John Yen, Thesis SupervisorJohn Yen, Thesis Honors AdvisorSuhang Wang, Faculty Reader
2. Using Data Mining to Detect Hate Speech on Twitter Open Access Author: Ciccarelli, Joshua Title: Using Data Mining to Detect Hate Speech on Twitter Area of Honors: Data Sciences Keywords: Machine LearningTwitterData MiningData ScienceCyber AgressionCyber Bullying File: Download Thesis_Ciccarelli_Joshua.pdf Thesis Supervisors: Anna Cinzia Squicciarini, Thesis SupervisorJohn Yen, Thesis Honors Advisor
3. Fantasy Football Profitability: Using Machine Learning to Construct Optimal Teams and See Consistent Returns Open Access Author: Baak, Andrew Title: Fantasy Football Profitability: Using Machine Learning to Construct Optimal Teams and See Consistent Returns Area of Honors: Data Sciences Keywords: Machine LearningData ScienceSports GamblingFantasy Sports File: Download Baak_Thesis_Final.pdf Thesis Supervisors: Francis C Wham, Jr., Thesis SupervisorJohn Yen, Thesis Honors Advisor
4. 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
5. 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
6. 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