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Supervised and unsupervised investigation of the temporal dynamics of normal and pathological behaviour in the mouse and rat
(2017-09-22)
Modern neuroscience highlights the need for designing sophisticated behavioral readout of internal cognitive states. From a thorough analysis of classical behavioral test, my results supports the hypothesis that sensory ...
Graph-based Semi-supervised Learning: Algorithms and Applications.
(2017-05-24)
Graph-based semi-supervised learning have attracted large numbers of researchers and it is an important part of semi-supervised learning. Graph construction and semi-supervised embedding are two main steps in graph-based ...
Aplicacion de modelos matematicos para el mantenimiento predictivo
(2020-10-22)
La presente memoria de tesis presenta una revisión sobre la actividad de investigación aplicada que se ha realizado mediante varios proyectos relacionados con el mantenimiento predictivo asociado a procesos industriales. ...
Variable selection for data aggregated from different sources with group of variable structure
(2019-11-14)
During the last decades, the amount of available genetic data on populations has grown drastically. From one side, a refinement of chemical technologies have made possible the extraction of the human genome of individuals ...
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 ...
Propagación y Extinción de Incendios Forestales y Urbanos para Entornos de Entrenamiento Virtuales
(2013-03-15)
La formación de los bomberos es un proceso que incluye contenidos prácticos sobre cómo actuar ante incendios forestales y urbanos. La utilización de simuladores físicos tiene limitaciones impuestas por las condiciones de ...
Contribuciones al modelado semántico de las comunidades de práctica en línea.
(2018-11-26)
Esta tesis está dirigida al estudio de un tipo especifico de redes sociales, las comunidades de practica, que se caracterizan por poseer un interés común que aglutina a los miembros. Consideramos la construcción de los ...
Cloud point labelling in optical motion capture systems
(2019-02-15)
This Thesis deals with the task of point labeling involved in the overall workflow of Optical Motion Capture Systems. Human motion capture by optical sensors produces at each frame snapshots of the motion as a cloud of ...
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 ...