1. Real-Time Supply Chain Analytics - Shipment Duration Prediction Open Access Author: Polim, Rico Title: Real-Time Supply Chain Analytics - Shipment Duration Prediction Area of Honors: Industrial Engineering Keywords: LogisticsData AnalyticsMachine Learning File: Download Thesis-Rico-Nov9_Schreyerv2.pdf Thesis Supervisors: Dr. Soundar Rajan Tirupatikumara, Thesis SupervisorDr. Catherine Mary Harmonosky, Thesis Honors Advisor
2. MOVIE ANALYTICS – PREDICTIVE MODELING FOR MOVIE SUCCESS Open Access Author: Soepranoto, Preston Adrian Title: MOVIE ANALYTICS – PREDICTIVE MODELING FOR MOVIE SUCCESS Area of Honors: Industrial Engineering Keywords: MovieData AnalyticsPredictive ModelingData ScienceBig DataMachine Learning File: Download SchreyerHonorsThesis_Preston_Soepranoto.pdf Thesis Supervisors: Dr. Soundar Rajan Tirupatikumara, Thesis SupervisorDr. Catherine Mary Harmonosky, Thesis Honors Advisor
3. MODIFIED STOCHASTIC VARIANCE REDUCTION GRADIENT DESCENT ALGORITHM AND ITS APPLICATION Open Access Author: Fei, Cai Title: MODIFIED STOCHASTIC VARIANCE REDUCTION GRADIENT DESCENT ALGORITHM AND ITS APPLICATION Area of Honors: Industrial Engineering Keywords: Machine LearningGradient DescentMathematical OptimizationStochastic Gradient Descent File: Download Fei__Cai__Honors_Thesis_Final.pdf Thesis Supervisors: Tao Yao, Thesis SupervisorDr. Catherine Mary Harmonosky, Thesis Honors Advisor
4. 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