1. Understanding Undergraduates' Perceptions of Student Debt Visualizations: A Human-Centered Approach Open Access Author: Hubbard, Glenn Title: Understanding Undergraduates' Perceptions of Student Debt Visualizations: A Human-Centered Approach Area of Honors: Data Sciences Keywords: Data ScienceVisualizationDebtStudent DebtHuman-Computer InteractionHCIDSCSPythonExcelPsychologyInterpretivistGrounded TheoryUndergraduateStudyHuman-CenteredFinanceAmortizationChartGraphLine GraphBar GraphStacked Bar GraphPlotlyMortgageDebt CrisisDesign File: Download Hubbard_Thesis_Final.pdf Thesis Supervisors: Syed M. Billah, Thesis SupervisorJohn Yen, Thesis Honors Advisor
2. Predicting 30-Day ICU Readmission Rates Using Machine Learning on Electronic Health Records Open Access Author: Farooq, Sarah Title: Predicting 30-Day ICU Readmission Rates Using Machine Learning on Electronic Health Records Area of Honors: Data Sciences Keywords: machine learningclassificationEHRdataelectronic health recordshospitalICUreadmissionclass imbalancemissing valuesimputationrebalancinghospital readmissionpatientmedical dataXG BoostMICE data imputationhealthhealth caremodelsupervised learningmodel performance File: Download SarahFarooq_Honors_Thesis.pdf Thesis Supervisors: Fenglong Ma, Thesis SupervisorJohn Yen, Thesis Honors Advisor
