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Contribution to supervised representation learning: algorithms and applications.
(2021-05-31)
In this thesis, we focus on supervised learning methods for pattern categorization. In this context, itremains a major challenge to establish efficient relationships between the discriminant properties of theextracted ...
Contributions to the Modelling of Auditory Hallucinations, Social robotics, and Multiagent Systems
(2021-03-16)
The Thesis covers three diverse lines of work that have been tackled with the central endeavor of modeling and understanding the phenomena under consideration. Firstly, the Thesis works on the problem of finding brain ...
Contributions to the study of Austism Spectrum Brain conectivity
(2021-06-17)
Autism Spectrum Disorder (ASD) is a largely prevalent neurodevelopmental condition with a big social and economical impact affecting the entire life of families. There is an intense search for biomarkers that can be assessed ...
Efficient meta-heuristics for spacecraft trajectory optimization
(2021-03-11)
Uno de los problemas más difíciles de la ingeniería espacial es la optimización de la trayectoria de las naves espaciales. Dicha optimización puede formularse como un problema de optimización que dependiendo del tipo de ...