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 9 of 9 for “"robustness evaluation"”.
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Robust Treatment Planning and Robustness Evaluation for Proton Therapy of Head and Neck Cancer
… showed a decisive superiority regarding plan robustness and potential need of replanning. In the second part of this thesis, an anatomical robustly optimized plan approach was proposed (aRO), which considers additional CT datasets in the plan optimization, representing random non-rigid patient …
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From adversarial arms race to model-centric evaluation motivating a unified automatic robustness evaluation framework
Submission original under an indefinite embargo labeled 'Open Access'. The submission was exported from vireo on 2025-02-04 without embargo terms
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An Assurance Metric and Robustness Evaluation of a Low-cost Acoustic Beamformer for Source Localization
… localization application and evaluates the robustness of a developed characterization method for assuring that a proper approximation for the desired signal is achieved. The method presented in this paper encompasses using a filter and sum method in which the sums are generated for a …
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Structural Robustness of Long-span Cable-Supported Bridges
… event. Currently available redundancy and robustness evaluation approaches, which were developed mainly for short-span bridges, are inappropriate for long-span cable-supported bridges. Therefore, a new performance-based approach has been developed in this dissertation to quantitatively …
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Representing Unstructured Environments for Robotic Manipulation: Toward Generalization, Dexterity and Robustness
… manipulation pipeline; 2) performing a thorough robustness evaluation of it. To answer question 1), we propose the keypoint affordance, a novel object representation consists of 3D semantic keypoints. Existing works typically use 6 Degree-of-Freedom (DOF) poses to represent the manipulated …
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Robust hardware elements for weightless artificial neural networks
… asynchronous elements throughout thus increasing robustness in the presence of impulsive noise. Hierarchies formed from these neural elements are studied and a weightless probabilisitic activation function proposed for non-deterministic applications. Neuroram, an auto-associative memory created …
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Testing and evaluation of machine learning’s capability of generating program code
… usability in multi-attempt code generation and robustness of LLMs. Overall, this thesis moves the field, from single-score evaluation to scenario-aware, multi-attribute, automated testing. Extensive experiments demonstrate the framework’s effectiveness and reveal previously unreported behaviors …
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Modeling, analysis, and control of interdependent networks
… The interdependence brings new challenges in the evaluation of network robustness under failures, and the design of control policies for mitigating failures, since failures may cascade from one network to another network that depends on it. We develop new models and analytical tools to study …
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A mixed-method approach to analyze the robustness of natural language processing classifiers
… In this thesis, I introduce a framework for the evaluation of NLP classifier robustness. Black-box attack algorithms are paired with a threat modelling system to apply a customizable set of constraints to the adversarial generation process. I introduce a mixed-method experimental design approach …