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 4 of 4 for “"artefact detection"”.
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Representation learning for multivariate time series : artefact analysis on sleep recordings
… people as possible with the help they require. Artefact detection plays a key role in the development of automatic tools especially concerning the potential misdiagnosis by automatic models. This study explores the use of a representation reinforcement learning model on multivariate time series …
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Determining the optimal paradigm for investigating if M1 activations associated with step tracking wrist movements are direction or muscle related using EEG
… EEG. Observation of task related epochs during artefact rejection indicated the presence of a time locked artefact caused by eye movements (saccades). The effects of artefact detection and reduction methods applied to the raw EEG data to remove this artefact were compared. Independent component …
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Information and generative deep learning with applications to medical time-series
… in clinical time-series data, including artefact detection, imputation and synthetic dataset generation. The latter is especially important in the future of critical care research, because of the inherent challenges in publishing clinical datasets. However, I showed that that there are …
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A Framework for the Systematic Evaluation of Malware Forensic Tools
… the choice of tool could impact on the number of artefacts observed in malware forensic investigations as well as identifying the optimal execution time for a given tool when observing malware artefacts. Three different measures were used to evaluate the framework. The first of these evaluated the …