1. 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
2. A LATERAL LINE INSPIRED APPROACH TO UNDERWATER SENSING WITH A PRESSURE SENSOR ARRAY Open Access Author: Andes, Ryan Christopher Title: A LATERAL LINE INSPIRED APPROACH TO UNDERWATER SENSING WITH A PRESSURE SENSOR ARRAY Area of Honors: Mechanical Engineering Keywords: Supervised LearningNeural Networkssensor arraybioinspired File: Download RyanAndes_Honors_Thesis.pdf Thesis Supervisors: Dr. Bo Cheng, Thesis SupervisorDr. Hosam Kadry Fathy, Thesis Honors Advisor