Navegação Trabalhos Acadêmicos e Técnicos por Assunto "Interpretability"
Resultados 1-2 de 2
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An interpretable machine learning approach for predicting sleep quality in three temporal waves throughout the COVID-19 pandemic
(2022) [Trabalho de conclusão de graduação]The COVID-19 pandemic has changed life quality globally, impacting aspects such as mental health and sleep quality. Although it is known that sleep quality can be associated with traumatic experiences, anxiety and depression ... -
A study on graph neural networks for classification tasks and model interpretability on genomic datasets
(2024) [Trabalho de conclusão de graduação]Recently, a few works have started proposing the use of graph neural networks (GNNs) to embed knowledge of gene interactions in machine learning models and thus produce more robust classifiers for genomic classification ...