1. Using Supervised Learning To Identify Descriptions Of Personal Experiences Related To Chronic Disease On Social Media Open Access Author: Murphy, William P Title: Using Supervised Learning To Identify Descriptions Of Personal Experiences Related To Chronic Disease On Social Media Area of Honors: Information Sciences and Technology Keywords: machine learningsentiment analysisdata miningsocial mediatwittersupervised learning File: Download shc_thesis.pdf Thesis Supervisors: John Yen, Thesis SupervisorLisa Firing Lenze, Thesis Honors Advisor
2. Computer Vision Analysis of Art Style of Degas Late Nudes Open Access Author: Zhang, Frederick Title: Computer Vision Analysis of Art Style of Degas Late Nudes Area of Honors: Computer Science Keywords: Computer VisionClusteringGabor Filters File: Download Zhang_Frederick_Computer_Vision_Analysis_of_Art_Style_of_Degas_Late_Nudes.pdf Thesis Supervisors: James Z Wang, Thesis SupervisorTing He, Thesis Honors AdvisorJohn Yen, Faculty Reader
3. 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
4. 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
5. 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
6. 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
7. 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
8. 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
9. 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
10. The Impact of Menstrual Cup Distribution on College Student Attitudes about Menstruation: An Exploratory Data Science Approach Open Access Author: Strait, Jessica Title: The Impact of Menstrual Cup Distribution on College Student Attitudes about Menstruation: An Exploratory Data Science Approach Area of Honors: Data Sciences Keywords: data sciencemenstrual healthmenstruationperiod stigmamenstrual hygienemachine learningpredictive analyticsmenstrual cupsstatistics File: Download J._Strait_Thesis_Final_4-13.pdf Thesis Supervisors: Arpan Shailesh Yagnik, Thesis SupervisorJohn Yen, Thesis Honors Advisor