1. Applications of Analytics in Disease Prediction Types Open Access Author: Tsai, Cheng Yi Title: Applications of Analytics in Disease Prediction Types Graduate Program: Data Analytics (MS) Keywords: Landmark GensCancer TypesDisease Type PredictionMachine LearningAnalytics Model File: Download APPLICATIONS_OF_ANALYTICS_IN_DISEASE_PREDICTION_TYPES.pdf Committee Members: Colin Neill, Program Head/ChairSatish Mahadevan Srinivasan, Thesis Advisor/Co-AdvisorRaghu Sangwan, Committee MemberYouakim Badr, Committee MemberColin Neill, Committee MemberPartha Mukherjee, Committee Member
2. Insights on the use of Machine Learning to Predict Retention of Career Soldiers in the United States Army Open Access Author: Garcia, Miguel Title: Insights on the use of Machine Learning to Predict Retention of Career Soldiers in the United States Army Graduate Program: Data Analytics (MS) Keywords: Artificial IntelligenceMachine LearningAIDeep LearningDecision TreeLogistic RegressionRandom ForestXGBoostArtificial Neural NetworkDeep Neural NetworkU.S. ArmyMilitaryAttritionRetentionPerson-Event Data EnvironmentPDEDepartment of DefenseDoDArmy Analytics GroupAAGNaive BayesActive DutyEnlistmentCommissioned OfficersSoldiersArea Under the CurveAUCData AnalyticsRetirementMEDPROSPHAMEPCOMDTMSATMSROC CurveVariable ImportancePreprocessingData Quality File: Download Insights_on_the_use_of_AI_to_Predict_Retention_of_Career_Soldiers_in_the_US_Army.pdf Committee Members: Colin Neill, Program Head/ChairPartha Mukherjee, Thesis Advisor/Co-AdvisorGuanghua Qiu, Committee MemberYouakim Badr, Thesis Advisor/Co-Advisor
