1. Using Student Characteristics for Machine Learning Modeling in Higher Education Alumni Giving Open Access Author: Mirabile, Dominic Title: Using Student Characteristics for Machine Learning Modeling in Higher Education Alumni Giving Area of Honors: Information Sciences and Technology Keywords: machine learningalgorithmshigher educationfundraisingartificial intelligence File: Download Thesis_Mirabile_Dominic.pdf Thesis Supervisors: Vasant Gajanan Honavar, Thesis SupervisorAndrea H Tapia, Thesis Honors AdvisorAndrea H Tapia, Faculty Reader