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

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

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

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

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

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

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Persuasion, Political Warfare, and Deterrence: Behavioral and Behaviorally Robust Models, William N. Caballero

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Hyper-parameter Optimization of a Convolutional Neural Network, Steven H. Chon

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Comparison of Novel Heuristic and Integer Programming Schedulers for the USAF Space Surveillance Network, Kanit Dararutana

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Examining the Drivers of C-130J Maintenance Requirements through Multiple Regression Analysis, Andrew V. Gill

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Effect of Using Probabilistic Contingency Tables to Modify Forecast Predictions, Sarah A. Gold

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Humanitarian Logistics: Shipping Designs for the Post Disaster Cargo Surge, Nicholas L. Green

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The Impacts of Using Augmented Reality to Support Aircraft Maintenance, Terry R. Hebert Jr.

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Search and Rescue Operations Forecasting and Optimization, Zachary T. Hornberger

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Solving the Traveling Salesman Problem Using Ordered-Lists, Petar D. Jackovich

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Strategic Location and Dispatch Management of Assets in a Military Medical Evacuation Enterprise, Phillip R. Jenkins

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An Imputation Approach to Developing Alternative Futures of Country Conflict, Zachary J. Kane

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Exploratory Analysis of the Potential Use of Augmented Reality in Aircraft Maintenance, Richard B. Keesling

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Operational Decision Making under Uncertainty: Inferential, Sequential, and Adversarial Approaches, Andrew J. Keith

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A Stochastic Game Theoretical Model for Cyber Security, Michael T. Larkin

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Application of Absorbing Markov Chains to the Assessment of Education Attainment Rates within Air Force Materiel Command Civilian Personnel, Matthew C. Ledwith

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A Qualitative Approach in Measuring Inclusion, Heston-John D. Lubiano

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An Analysis of Changing the Federal Age Requirement for a Commercial Driver’s License, Matthew L. Mangen

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Applying the Multiple Multidimensional Knapsack Assignment Problem to a Cargo Allocation and Transportation Problem with Stochastic Demand, Jocelin S. Maus

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Predicting Failures of the Brazilian Air Force Tucano Fleet Using Survival Analysis, Luciana Mesquita Monteiro

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Fuzzy Inference Systems for Risk Appraisal in Military Operational Planning, Curtis B. Nelson

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Measuring Human Systems Integration in Directed Energy Weapon Acquisition Programs, Zachary A. Novitske

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Women and Stability: A Topological View of the Relationship between Women and Armed Conflict in West Africa, Michaela A. Pendergrass

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A Cost-Benefit Analysis of Pilot Training Next, Talon M. Pope

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Time Series Analysis of Stochastic Networks with Correlated Random Arcs, Brendon T. Sands

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Operations Research Methods for Multi-Domain Campaign Phase Planning, John A. Schlicht

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Lightning Prediction Using Recurrent Neural Networks, Dominick V. Speranza

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Examining the EXPRESS Supportability Module: Implementing an Autoregressive Distributed Lag Approach with Air Force Maintenance Data, Troy J. St Peter

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Simulating Maritime Chokepoint Disruption in the Global Food Supply, Ryan B. Walton

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Using Simulation to Model Reserve Officer Training Corps Cadet Flow, Marydell V. Westman

Theses/Dissertations from 2018

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Operational Squadron Scheduling, Khaled A. Almannaei

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Evaluation of RSAF Airworthiness and Applicability, Majed M. Altowairqi

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How a Conducive Environment and Susceptible Followers Influence Toxic Leadership Behaviors in the Air Force: An Examination of the Toxic Triangle Theory, Rachel S. Beightel

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Resilient Aircraft Maintenance Constructs: Enhancing Repair Network Designs to Effectively Manage Risks and Supply Chain Interruptions, Thomas S. Bihansky

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Flightline Heroics and the Façade of a Healthy Common Support Equipment Fleet, Benjamin D. Bobic

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Shop Around: An Experiment on Air Force Vehicle Parts Procurement, Melvin K. Boothe

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Looking Past the Spark to Find the Fuel of the Arab Spring Fire, Luke M. Brantley

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Band of Brothers… And Sisters: Developing a Strategy for Integrating Women into the Combat Rescue Officer Career Field, Samantha R. Bryan

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Cyber Data Anomaly Detection Using Autoencoder Neural Networks, Spencer A. Butt

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C-130J Inventory Control Point Location Determination, Joshua P. Casey

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They're Only Nuclear Weapons: An Exploratory Analysis of Safety Climate within the Nuclear Enterprise, Brandon M. Clements

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Improving Personnel Selection through Value Focused Thinking, Joshua D. Deehr

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Air Force Officer Attrition: An Ecconometric Analysis, Jacob T. Elliot

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Market Basket Analysis with Shortened Web Link Click Data, James C. Gallagher

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The Africa First Initiative and Local Procurement, Rachel E. Herald

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Supply Chain Financial Analysis in Support of International Development Objectives, Michael J. Hester