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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 ...
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 ...
Quadrotor team modeling and control for DLO transportation
(2016-06-24)
Esta Tesis realiza una propuesta de un modelado dinámico para el transporte de sólidos lineales deformables (SLD) mediante un equipo de cuadricópteros. En este modelo intervienen tres factores: - Modelado dinámico del ...
Computational intelligent methods for trusting in social networks
(2016-02-26)
This Thesis covers three research lines of Social Networks. The first proposed reseach line is related with Trust. Different ways of feature extraction are proposed for Trust Prediction comparing results with classic ...
Skeleton based visual pattern recognition. Applications to tabletop interaction
(Servicio Editorial de la Universidad del País Vasco/Euskal Herriko Unibertsitatearen Argitalpen Zerbitzua, 2009-12-10)
[EN]The practical context of this thesis work is natural interaction in Interactive
Multimedia Tabletops using visually recognized hand gestures. An
interaction language has been de ned for the speci c characteristics ...