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. 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