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 Temporal Segment Networks With Long Short-Term Memory For Emotion Recognition Open Access Author: Alve, Mihir Sandeep Title: Using Temporal Segment Networks With Long Short-Term Memory For Emotion Recognition Area of Honors: Data Sciences Keywords: Emotion RecogntionLSTMConvolutional Neural NetworkNeural Network File: Download Mihir_Alve_Thesis.pdf Thesis Supervisors: James Z Wang, Thesis SupervisorJohn Yen, Thesis Honors Advisor
3. Machine Learning Applications for Severe Weather Detection and Prediction Open Access Author: Bradley, Kyle J Title: Machine Learning Applications for Severe Weather Detection and Prediction Area of Honors: Data Sciences Keywords: machine learningdata scienceweather File: Download KyleBradley_FinalThesis.pdf Thesis Supervisors: James Z Wang, Thesis SupervisorJohn Joseph Hannan, Thesis Honors Advisor
4. 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
5. Predicting Corporate Defaults Using Machine Learning and Microeconomic Data Open Access Author: Ahuja, Neil S Title: Predicting Corporate Defaults Using Machine Learning and Microeconomic Data Area of Honors: Data Sciences Keywords: Corporate DefaultMicroeconomic DataConsumer Credit DataEconomic HealthCorporate StressDefault Prediction File: Download Predicting_Corporate_Defaults_Using_Machine_Learning_and_Microeconomic_Data.pdf Thesis Supervisors: Sarah Michele Rajtmajer, Thesis SupervisorJohn Yen, Thesis Honors Advisor
6. 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
7. 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
8. 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
9. Testing Remote Heart Rate Detection Under Different Conditions Open Access Author: Schneider, Eric Title: Testing Remote Heart Rate Detection Under Different Conditions Area of Honors: Data Sciences Keywords: Remote Heart Rate DetectionData AnalysisPhoto-Plethysmograpy File: Download Eric_Schneider_Thesis_Final_Copy.pdf Thesis Supervisors: Matt Parkinson, Thesis SupervisorJohn Joseph Hannan, Thesis Honors Advisor
10. Locating Inert DNA Sequences on the Human Genome Open Access Author: Leon, Anna Title: Locating Inert DNA Sequences on the Human Genome Area of Honors: Data Sciences Keywords: Inert DNA sequencesTranscription factor bindingGene editingClustering File: Download thesis_anna_leon.pdf Thesis Supervisors: Shaun Mahony, Thesis SupervisorJia Li, Thesis Honors Advisor