Theses and Dissertations
CROSS-DOMAIN IDENTIFICATION OF ROAD NETWORKS USING DOMAIN-ADAPTED CONVOLUTIONAL NEURAL NETWORKS
(Monterey, CA; Naval Postgraduate School, 2020-03)
Convolutional neural networks (CNNs) are a powerful tool for identification of patterns and objects within imagery or video. Training CNNs that can generalize well to their intended target dataset can require large amounts ...
BIOLOGICALLY INSPIRED AUTOMATIC TARGET DETECTION, CLASSIFICATION, AND TRACKING
(Monterey, CA; Naval Postgraduate School, 2020-09)
The decision to use and deliver kinetic and/or non-kinetic fires have been and will forever be entwined into war. The U.S. military and specifically the Marines have been the masters of this process but to maintain this ...
COMPARISON OF ARTIFICIAL INTELLIGENCE METHODS TO ENHANCE AN AUTOMATED PEER-EVALUATION SUITE
(Monterey, CA; Naval Postgraduate School, 2020-09)
A Department of Defense strategic focus area for artificial intelligence is the better allocation of personnel resources. The current peer-evaluation system at the Marine Officer Candidates School could benefit from ...
EXPLOITING KASPAROV'S LAW: ENHANCED INFORMATION SYSTEMS INTEGRATION IN DOD SIMULATION-BASED TRAINING ENVIRONMENTS
(Monterey, CA; Naval Postgraduate School, 2022-09)
Despite recent advances in the representation of logistics considerations in DOD staff training and wargaming simulations, logistics information systems (IS) remain underrepresented. Unlike many command and control (C2) ...
THIS IS MY ROBOT: THERE ARE MANY LIKE IT, BUT THIS ONE IS MINE
(Monterey, CA; Naval Postgraduate School, 2020-06)
This study explored the interactions of machine learning (ML) and serious gaming on trust in the context of a manned-unmanned team. While the government commits immense capital to develop autonomous systems for our ...
INTEROPERABILITY OF NETWORKED SIMULATION SYSTEMS FOR DISTRIBUTED FIRE SUPPORT COORDINATION TRAINING
(Monterey, CA; Naval Postgraduate School, 2021-06)
Coordination of air and surface fires with maneuver provides an ideal target for simulation training due to the limited availability, high cost, and risk associated with live fire exercises. Current simulation systems ...
TACHISTOSCOPE ON A VIRTUAL REALITY PLATFORM TO IMPROVE MEMORIZATION AND INCREASE RAPID RECOGNITION
(Monterey, CA; Naval Postgraduate School, 2022-06)
This work investigates whether a tachistoscope on a virtual reality (VR) platform can increase one’s ability to memorize and rapidly recognize objects. Theses abilities are relevant to an array of military requirements. ...
MAINTAINING A COMPETITIVE ADVANTAGE: AN ANALYSIS OF THE EFFICIENCY AND EFFECTIVENESS OF THE MARINE CORPS' ASSESSMENT AND AUTHORIZATION PROCESS
(Monterey, CA; Naval Postgraduate School, 2021-09)
Maintaining a competitive advantage in conflict requires a Marine Corps that can rapidly develop and field technologies to the operational forces. In the 2019 "Commandant's Planning Guidance," the Commandant of the Marine ...
AN EXPANDED GRAPHICAL USER INTERFACE FOR WEB-BASED CYBER AUTOMATED RED TEAMING TOOL (CARTT)
(Monterey, CA; Naval Postgraduate School, 2021-09)
The Department of Defense's (DOD) Cyber Red Teams are often a group of ethical hackers and offensive-trained security professionals who must continuously stay ahead of cybercriminals' known tactics, techniques, and procedures. ...
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