1. Factors Affecting the Practice Location Decisions of General Practice Doctors in the Philadelphia Area Open Access Author: Stuby, Luke Thomas Title: Factors Affecting the Practice Location Decisions of General Practice Doctors in the Philadelphia Area Area of Honors: Economics Keywords: Affordable Care ActDoctor DistributionAccess to CarePoisson Regression File: Download Luke_Stuby_Final_Thesis.pdf Thesis Supervisors: Edward James Green, Thesis SupervisorDavid Shapiro, Thesis Honors Advisor
2. SOCCER ANALYTICS: AN EXAMINATION OF CURRENT APPROACHES FOR GAME OUTCOME PREDICTION AND THE POTENTIAL OF DEEP LEARNING WITH ARTIFICIAL NEURAL NETWORKS Open Access Author: Gomez Lorente, Juan Title: SOCCER ANALYTICS: AN EXAMINATION OF CURRENT APPROACHES FOR GAME OUTCOME PREDICTION AND THE POTENTIAL OF DEEP LEARNING WITH ARTIFICIAL NEURAL NETWORKS Area of Honors: Industrial Engineering Keywords: Machine LearningDeep LearningNeural NetworksArtificial Neural NetworksPoisson RegressionSoccerSports AnalyticsBettingPredictive ModellingMoneyball AnalyticsSoftMax ClassifierRegressioneffects encodingfeed-forward networksbackpropagationgradient descentresilient backpropagationNewton's MethodTaylor Series expansionManhattan RuleBroyden–Fletcher–Goldfarb–Shanno algorithmBFGSQuasi-Newton Methods File: Download Juan_GomezLorente.pdf Thesis Supervisors: Hui Yang, Thesis SupervisorDr. Catherine Mary Harmonosky, Thesis Honors Advisor
