Browsing by Author "Tormos Llorente, Adrián"
Now showing items 1-5 of 5
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Applying generative models and transfer learning to physiological data classification
(IOS Press, 2023-11-01)
Conference report
Open AccessThe scarcity and imbalance of datasets for training deep learning models in a specific task is a common problem. This is especially true in the physiological domain where many applications use complex data collection ... -
Effects of intubation timing in patients with COVID-19 throughout the four waves of the pandemic: a matched analysis
(2023)
Article
Open AccessBackground: The primary aim of our study was to investigate the association between intubation timing and hospital mortality in critically ill patients with COVID-19-associated respiratory failure. We also analysed both ... -
Explainable agents adapt to human behaviour
(2023)
Conference report
Open AccessWhen integrating artificial agents into physical or digital environments that are shared with humans, agents are often equipped with opaque Machine Learning methods to enable adapting their behaviour to dynamic human needs ... -
Explaining the behaviour of reinforcement learning agents in a multi-agent cooperative environment using policy graphs
(2024-01-31)
Article
Open AccessThe adoption of algorithms based on Artificial Intelligence (AI) has been rapidly increasing during the last few years. However, some aspects of AI techniques are under heavy scrutiny. For instance, in many use cases, it ... -
Testing reinforcement learning explainability methods in a multi-agent cooperative environment
(IOS Press, 2022)
Conference report
Open AccessThe adoption of algorithms based on Artificial Intelligence (AI) has been rapidly increasing during the last years. However, some aspects of AI techniques are under heavy scrutiny. For instance, in many cases, it is not ...
