1. SPATIAL ACCESSIBILITY IN FOOD DESERTS Open Access Author: Chellappa, Varun Sudhurshun Title: SPATIAL ACCESSIBILITY IN FOOD DESERTS Graduate Program: Industrial Engineering Keywords: Data AnalyticsData MiningSpatial AccessibilityBig DataProcess Improvement File: Download Varun_S_Chellappa_-_MS_Thesis_-_Fall_2016.pdf Committee Members: Soundar Rajan Tirupatikumara, Thesis Advisor/Co-AdvisorConrad S Tucker, Committee MemberJanis P Terpenny, Committee Member
2. VALUE-BASED PAYMENT IN TOTAL JOINT ARTHROPLASTY: A HEALTHCARE MARKET SEGMENTATION METHODOLOGY TO IMPROVE VALUE Open Access Author: Swenson, Eric R Title: VALUE-BASED PAYMENT IN TOTAL JOINT ARTHROPLASTY: A HEALTHCARE MARKET SEGMENTATION METHODOLOGY TO IMPROVE VALUE Graduate Program: Industrial Engineering Keywords: Healthcare Market SegmentationData AnalyticsTotal Joint ReplacementValue Based Payment File: Download swenson_dissertation_as_of_11_April_2017.pdf Committee Members: Harriet B. Nembhard, Dissertation Advisor/Co-AdvisorHarriet B. Nembhard, Committee Chair/Co-ChairRavi Ravindran, Committee MemberConrad Tucker, Committee MemberNaleef Fareed, Outside Member
3. 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 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