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Theses/Dissertations from 2023

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Assessing The United States Foreign Assistance Activities Impact on Violent Conflicts, Daniel F. Feze

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Using Generative Adversarial Networks to Augment Unmanned Aerial Vehicle Image Classification Training Sets, Benjamin J. McCloskey

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Bayesian Convolutional Neural Network with Prediction Smoothing and Adversarial Class Thresholds, Noah M. Miller

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Team Air Combat using Model-based Reinforcement Learning, David A. Mottice

Theses/Dissertations from 2022

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Military Personnel Flight Customer Wait Time Reduction Model Using Simulation, Nicholas C. Anderson

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Inverse Optimization: Inferring Unknown Instance Parameters from Observed Decisions, Keith Batista

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Training LOGIC and Random Forest Models to Predict IT Spending, Jacob P. Batt

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Smoothing of Convolutional Neural Network Classifications, Glen R. Drumm

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A Decision Support Simulation to Analyze Scheduling Alternatives for Applicant Processing at Military Entrance Processing Stations (MEPS), Jonathan M. Escamilla

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Evaluating the Military Medical Evacuation Dispatching and Delivery Problem via Simulation and Self-Exciting Hawkes Process, Virbon B. Frial

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Incorporating Armed Escorts to the Military Medical Evacuation Dispatching Problem via Stochastic Optimization and Reinforcement Learning, Andrew G. Gelbard

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Narrative Analysis of Open-Source Social Media Activity in the INDOPACOM AOR, Aaron K. Glenn

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Approximate Dynamic Programming for an Unmanned Aerial Vehicle Routing Problem with Obstacles and Stochastic Target Arrivals, Kassie M. Gurnell

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Qualitative Insights on the Military Entrance Processing Station (MEPS) of Excellence Program, Brian T. Johnson

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Optimal Aircraft Maneuvering Models for Cruise Missile Engagement: a Modeling and Computational Study, Izaiah G. Laduke

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A New Approach to Career Field Matching for Commissioning Air Force Cadets, Daniel Griffen Laird

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Experimental Design on High-Speed Sliding Wear, Irene D. Liew

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Analysis of Twitter Networks to Aid Open Source Intelligence Capabilities: A Multilayer Network Approach, Austin P. Logan

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Comparison of Lightning Warning Radii Distributions, Michael M. Maestas

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Multiagent Routing Problem with Dynamic Target Arrivals Solved via Approximate Dynamic Programming, Andrew E. Mogan

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An Exploratory Analysis of Time Series Econometric Data for Retention Forecasting using Deep Learning, John C. O'Donnell

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Examining the Relationship between an Aging Workforce and Logistics Performance Indicators, Daniel Parkhill

Theses/Dissertations from 2021

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Strategic Upgrade Scheduling and Portfolio Management to Fortify Contested Networks, Justin L. Anderson

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An Examination into Retention Behavior of Air Force Female Officers, Jessica M. Astudillo

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Deep Learning for Weather Clustering and Forecasting, Nathaniel R. Beveridge

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Meta-Heuristic Optimization Methods for Quaternion-Valued Neural Networks, Jeremiah P. Bill

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Contract Information Extraction Using Machine Learning, Zachary E. Butcher

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Predicting F-16 Cause Code H MICAP Hours Using JMP Regression Analysis, Scott E. Carr

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Reducing Military Personnel Flight Wait Times Using a Simulation, Matthew D. Cornman

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Examining the Influence of Source Dependence on Supplier Performance in the USAF Organic Supply Chain, Thomas A. Counter

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Examining the Impact of Logistics on Military Strength among East Asian Nations Using Data Envelopment Analysis, Meaghan E. Crandell

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Air Combat Maneuvering via Operations Research and Artificial Intelligence Methods, James B. Crumpaker

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The Impact of Threat Levels at the Casualty Collection Point on Military Medical Evacuation System Performance, Nathaniel C. Dennie

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Exploring the Limits of Strategic Thought: Evaluating how Different Communication Modalities Affect the Nature of Strategic Decision-Making using Cognitive Hierarchy, Stephen D. Donnel

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Performance Improvement through Better Understanding of Supply Chain Resilience, Amanda L. Femano

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Combat Assessment for the Simulation of Warfare, Benjamin L. Finch

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An Examination of Potential Training Regression Recognition Algorithms for Pilot Training Next, Alex R. Gaines

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Examining Military Cargo Pilots' Eco-friendly Flying Intention, Ioan A. Gaitan

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The Autonomous Attack Aviation Problem, John C. Goodwill

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The Impact of Triage Classification Errors on Military Medical Evacuation System Performance, Emily S. Graves

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Using Custom NER Models to Extract DOD Specific Entities from Contracts, Kayla P. Haberstich

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Automated Sentiment Analysis for Personnel Survey Data in the US Air Force Context, Julia M. Haines

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Allocation of Scarce Healthcare Resources in a Military Treatment Facility during a Pandemic: A Comparison of Goal Programming and Portfolio Decision Analysis Methods, Donald B. Hale

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Enterprise Resource Allocation for Intruder Detection and Interception, Adam B. Haywood

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CCSFS/KSC Total Lightning Warning Radii Optimization for MERLIN Using Preexisting Lightning Areas, Kimberly G. Holland

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A Simulation Modeling the Effects of Maintenance Personnel on Aircraft Sortie Generation, Benjamin D. Huffman

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Examining the Impact of Logistics on Military Strength among European Nations Using Data Envelopment Analysis, Hunter C. Kalin

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Improving Air Battle Management Target Assignment Processes via Approximate Dynamic Programming, Joseph M. Liles IV

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Modeling Air Force Retention with Macroeconomic Indicators, Michelle K. McGee

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Examining Crucial Demographic Trends in General Aviation, Joshua D. Meyer

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Characterizing Convolutional Neural Network Early-Learning and Accelerating Non-Adaptive, First-Order Methods with Localized Lagrangian Restricted Memory Level Bundling, Benjamin O. Morris

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Developing a Basic Formal Supply Chain Ontology to Improve Communication and Interoperability, David Morrow

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Wavelet Methods for Very-short Term Forecasting of functional Time Series, Jared K. Nystrom

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A Survey of the Strategic Alternate Sourcing Program Offices Management of United States Air Force Diminishing Manufacturing Sources and Material Shortages Subject Matter Experts, David E. Portée

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The Obstacles to the Modernization of Common Support Equipment, J. Erik Ritschard

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Statistically Defensible Wind Tunnel Models, Timothy A. Roche

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Analysis of Functional Responses in Experimental Design, Matthew E. Scherer

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Bayesian Augmentation of CNN-LSTM for Video Classification with Uncertainty Measures, Emmie K. Swize

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Behavior of Lightning in Developing Storms, Erick A. Tello

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Stochastic Programming Design for West Africa Logistics Networks, Julius C. Walker

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Resilient Maintenance Infrastructure: Dynamic Repair Network Designs to Effectively Manage Supply Chain Disruptions, David W. Wallace III

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New Methods in Wavelet Analysis for Applications of the Wavelet Transform, Jeffrey D. Williams

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Defensive Counterair for Air Base Air Defense using Directed Energy and Kinetic Energy Weapons, Andrew S. Wilson

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An Examination of Civilian Retention in the United States Air Force, William F. Wilson

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Examining How Standby Assets Impact Optimal Dispatching Decisions within a Military Medical Evacuation System Via a Markov Decision Process Model, Kylie Wooten

Theses/Dissertations from 2020

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Undergraduate Pilot Training Attrition: An Analysis of Individual and Class Composition Component Factors, Christina M. Akers

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Investigation of an Avionics Part Deficiencies in Royal Saudi Air Force Fleets, Nasser S. Alanazi

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Predicting Upper Atmospheric Weather Conditions Utilizing Long-Short Term Memory Neural Networks for Aircraft Fuel Efficiency, Garrett A. Alarcon

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3D Printing for Solving Part Obscolescence, Ayman G. Alqarni

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Strategic Sourcing of Air Force Contingency Pharmaceuticals: A Cost-Benefit Analysis Approach, Adam J. Brubakken

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Characterizing Uncertainty in Correlated Response Variables for Pareto Front Optimization, Peter A. Calhoun

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Algorithm Selection Framework: A Holistic Approach to the Algorithm Selection Problem, Marc W. Chalé

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Lightning Prediction for Space Launch Using Machine Learning Based Off of Electric Field Mills and Lightning Detection and Ranging Data, Anson Cheng

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Inherent Jeopardy of Performance Based Contracting Metrics: A Simulation Experiment, Daniel Cherobini

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The Effects of Aircraft Use and Available Repar Spares on Aircraft Sortie Generaiton: A Long-Duration Logistical Wargaming SimulationTool, Nathaniel M. Choo

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Behavioral Antecedents of Fuel Efficiency, James A. Cotton

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Hybrid Tri-Objective Optimization of F-15 Fleet Modernization Scheduling, Richard S. Danaher

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Preferred Treatment Methods for Patients with Inflammatory Bowel Disease, James L. Deitschel

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Conceptualization and Application of Deep Learning and Applied Statistics for Flight Plan Recommendation, Nicholas C. Forrest

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Predicting Pilot Success Using Machine Learning, Aaron C. Giddings

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MC80: Quantifying Effect of Fleet Health on Sortie Execution in F-16 Fleet, Kyle R. Gladney

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Aligning Performance Management Systems for Lasting Outcomes in Humanitarian Operations, Kalyn M. Howard

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Heuristic Approaches for Near-Optimal Placement of GPS-Based Multi-Static Radar Receivers in American Coastal Waters, Brandon J. Hufstetler

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Explaining Weapon System Sustainment's Impact to Aircraft Availability, Michael D. Ingram

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Ground Weather RADAR Signal Characterization through Application of Convolutional Neural Networks, Stephen M. Lee

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Sortie-based Aircraft Component Demand Rate to Predict Requirements, Thomas R. O'Neal

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Forecasting Attrition by AFSC for the United States Air Force, Trey S. Pujats

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Analysis with Dynamic Bayesian Networks Compared to Simulation, Aaron J. Salazar

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Resilient Aircraft Sustainment: Quantifying Resilience through Asset and Capacity Allocation, Zachary B. Shannon

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An Analysis of a Lighting Prediction Threshold for 45th Weather Squadron Electric Field Mill Data, Charles A. Skrovan

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Analysis and Forecasting of the 360th Air Force Recruiting Group Goal Distribution, Tyler Spangler

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Database Analysis to Improve U.S. Transportation Command Forecasting Processes, Maxwell C. Thompson

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Multivariate Analysis of Human Performance STRONG Lab Data, Kayla N. Tinucci

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Meta Learning Recommendation System for Classification, Clarence O. Williams III

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A Metamodel Recommendation System Using Meta-learning, Megan K. Woods

Theses/Dissertations from 2019

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U.S. Air Force Maintenance Group Aerial Ports: Strengths, Challenges, Opportunities, and Threats, Parker H. Alford

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Social Network Threat Detection, Nathanael R. Beveridge

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Uncertainty and Error in Combat Modeling, Simulation, and Analysis, Jason A. Blake

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Methods for Using Manpower to Assess USAF Strategic Risk, Calvin J. Bradshaw III

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Turbojet Range, Loiter, and Altitude Tradeoff Estimations in Efficient Modeling and Optimization Formulations, Lauren M. Bramblett