Global ETD Search
Search theses and dissertations gathered from participating repositories worldwide. Every result links back to the library that holds it. No account is needed.
Results
Showing 1 to 20 of 114 for “"human-in-the-loop"”.
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Accelerating human-in-the-loop machine learning
Machine learning workflow development is a process of trial-and-error: developers iterate on workflows by testing out small modifications until the desired accuracy is achieved. Unfortunately, existing machine learning systems focus narrowly on model training—a small fraction of the overall …
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Modelling interruptions of human-in-the loop tasks
<p>"Interruptions are a part of our everyday experience and are increasingly becoming a part of our work. Systems are typically not designed with consideration of the effects of interrupting a user during a task sequence. Research is being done in the field of interruptions and its effects. There …
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Nonlinear Observers for Human-in-the-loop Control Systems
<p>The development of models for a human-in-the-loop with hardware is an area of ongoing research. The ability to simulate a human-in-the-loop with hardware provides a platform for better understanding the dynamics of human and machine cognition. A human-in-the-loop model provides information that …
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Using MTWS for human-in-the-loop C2 organizational experiments
The Adaptive Architectures for Command and Control (A2C2) research project is examining issues in joint command and control, focusing on organizational adaptation. The project includes a series of "human-in-the-loop" experiments at the Naval Postgraduate School. The experiments are in three tiers, …
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Towards understanding and simplifying human-in-the-loop machine learning
"Machine learning application developers and data scientists spend inordinate amount of time iterating on machine learning (ML) workflows, by modifying the data pre-processing, model training, and post-processing steps, via trial-and-error to achieve the desired model performance. As a result, …
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Modular Human-in-the-loop Design Framework Based on Human Factors
Human-in-the-loop design framework introduced in this dissertation utilizes Digital Human Modeling (DHM) to incorporate Human Factors Engineering (HFE) design principles early in design process. It embodies scientific methods (e.g., mathematics) and artistic approaches (e.g., visualization) to …
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The Literate Human in the Loop: AI Feedback in Higher Education
This cumulative dissertation, titled "The Literate Human in the Loop: AI Feedback in Higher Education," investigates the integration of Artificial Intelligence (AI) feedback systems within academic settings and the critical role of user competence.
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A Design Framework for Qualitative Human-in-the-Loop System Development
The proof of concept for the design improvement during the design-phase was shown in that, for both off-line and on-line cases, the expert operator on the resulting system with the VMC performed over 17% better than the expert operator on the original system.
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EMG-Based Human-in-the-Loop Bayesian Optimization to Assist Hip-Centric Activities
… presents a practical method for personalizing hip exoskeleton assistance using surface EMG-based human-in-the-loop optimization, cutting tuning time from hours to minutes while preserving assistance quality. We show that processed EMG provides a reliable objective for rapid personalization, …
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Reducing the Burden of Aerial Image Labelling Through Human-in-the-Loop Machine Learning Methods
This dissertation presents an introduction to human-in-the-loop deep learning methods for remote sensing applications. It is motivated by the need to decrease the time spent by volunteers on semantic segmentation of remote sensing imagery. We look at two human-in-the-loop approaches of speeding up …
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Risk-Aware Human-In-The-Loop Multi-Robot Path Planning for Lost Person Search and Rescue
We introduce a framework that would enable using autonomous aerial vehicles in search and rescue scenarios associated with missing person incidents to assist human searchers. We formulate a lost person behavior model and a human searcher model informed by data collected from past search missions. …
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Integration of the GTM T2 model into a full sized simulator for human-in-the-loop testing
This document presents the work to develop a human-in-the-loop flight simulator. The document outlines the building of a Simulink library that connects with the GTM T2 dynamics model, X-Plane, cockpit gauges, and cockpit controls. The inner workings of each block and the computer code that handles …
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A system framework for non-intrusive monitoring of HMI states for detecting human-in-the-loop error precursors
Past industrial accidents suggest that increased automation has had an adverse effect on operator situational awareness (SA) and Human-in-the-Loop (HITL) errors. More so, any current automation is not yet capable of providing the level of situational awareness that a human operator can provide and …
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Integrative Form Finding and AI-Driven Human-in-the-Loop approach for Structural Optimization in Long-Span Architectural Design
L'abstract è presente nell'allegato / the abstract is in the attachment
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Enhancing Layout Understanding via Human-in-the-Loop: A User Study on PDF-to-HTML Conversion for Long Documents
Document layout understanding often utilizes object detection to locate and parse document elements, enabling systems that convert documents into searchable and editable formats to enhance accessibility and usability. Nevertheless, the recognition results often contain errors that require manual …
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Process Safety Data Modelling for Human-in-the-loop Configurations in Process Control: Experimental results of alarm response procedure optimisation and a real-time support strategy
L'abstract è presente nell'allegato / the abstract is in the attachment
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Towards automated remote inspection of anomalies in offshore components.
This dissertation marks a significant advancement in offshore structural inspections, focusing on the development, integration and evaluation of advanced deep-learning models. The research encompasses: a thorough literature review, identifying innovation opportunities in deep learning for …
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Modeling Human And Machine-In-The-Loop In Car-Following Theory
Most phenomena in engineering fields involve physical variables that can potentially be predicted using simple or complex mathematical models. However, traffic engineers and researchers are faced with a complex challenge since they have to deal with the human element. For instance, it can be stated …
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Modelli di Controllo e Stima dell'Intenzione nel Contesto dell'Interazione Uomo-Robot
Lo studio dell'interazione uomo-macchina come sistema di controllo unico è stato uno dei primi interessi di ricerca in ingegneria, con quasi un secolo di anni dai primi lavori. Allo stesso tempo, costituisce un aspetto cruciale dei più recenti sviluppi tecnologici in campi applicativi …
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Nástroj pro efektivní označování témat v textových kolekcích
… korpusů představuje pro badatele v digitálních humanitních vědách časově i kognitivně náročný proces. Tato práce představuje webový anotační nástroj, vyvinutý jako součást platformy semAnt, který integruje velké jazykové modely (LLM) a vektorové databáze pro realizaci asistovaného kódování v …
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