1. Birdsong Syllable Detection Using Convolutional Neural Network Open Access Author: Mu, Xiaofan Title: Birdsong Syllable Detection Using Convolutional Neural Network Area of Honors: Electrical Engineering Keywords: BirdsongConvolutional Neural NetworkMachine Learning File: Download Mu_Xiaofan_BirdsongCNNDetection.pdf Thesis Supervisors: Dezhe Jin, Thesis SupervisorJeffrey Louis Schiano, Thesis Honors Advisor
2. MOSCH: A MULTI-OBJECTIVE SPATIAL CLUSTERING ALGORITHM WITH CONSTRAINT-HANDLING METHODS Open Access Author: Baksa, Bridget Marie Title: MOSCH: A MULTI-OBJECTIVE SPATIAL CLUSTERING ALGORITHM WITH CONSTRAINT-HANDLING METHODS Area of Honors: Information Sciences and Technology Keywords: Artificial IntelligenceMachine LearningData ScienceClusteringAlgorithmsInformation ScienceTechnologyNYCCitiBikeBig DataSoftware EngineeringPython File: Download Bridget_Baksa_-_Schreyer_Thesis.pdf Thesis Supervisors: Dr. Abdullah Konak, Thesis SupervisorDr. Sandy Feinstein, Thesis Honors Advisor
3. 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
4. ARTIFICIAL INTELLIGENCE AND MACHINE LEARNING: APPLICATIONS IN ARMY LOGISTICS Open Access Author: Wonderling, Benjamin Jordan Title: ARTIFICIAL INTELLIGENCE AND MACHINE LEARNING: APPLICATIONS IN ARMY LOGISTICS Area of Honors: Supply Chain and Information Systems Keywords: Artificial IntelligenceAIMachine LearningLogisticsSupply ChainInternet of ThingsIndustry 4.0Army LogisticsMilitary LogisticsChange Management File: Download Wonderling_Thesis_Final_Submission__2019-_ARTIFICIAL_INTELLIGENCE_AND_MACHINE_LEARNING__APPLICATIONS_IN_ARMY_LOGISTICS_1_.pdf Thesis Supervisors: Dr. Robert Alexander Novack, Thesis SupervisorDr. John C. Spychalski, Thesis Honors Advisor
5. REAL-TIME OCCLUSION BETWEEN REAL AND DIGITAL OBJECTS IN AUGMENTED REALITY Open Access Author: Jain, Pranav Title: REAL-TIME OCCLUSION BETWEEN REAL AND DIGITAL OBJECTS IN AUGMENTED REALITY Area of Honors: Computer Science Keywords: Augmented RealityComputer VisionMachine LearningModel FittingOcclusion File: Download flying_drone_with_lockedaxis_1.MOVDownload ScreenRecording_02-20-2019_15.MP4Download ScreenRecording_02-19-2019_20-37-57.mp4Download ScreenRecording_04-03-2019_15-27-03.MP4Download master.pdf Thesis Supervisors: Conrad S Tucker, Thesis SupervisorRebecca Jane Passonneau, Thesis Honors Advisor