Romero, Adriana (Date of defense: 2015-10-02)
Deep learning has recently been enjoying an increasing popularity due to its success in solving challenging tasks. In particular, deep learning has proven to be effective in a large variety of computer ...
Canadell Cano, Marta (Date of defense: 2014-07-04)
The subject of the theory of Dynamical Systems is the evolution of systems with respect to time. Hence, it has many applications to other areas of science, such as Physics, Biology, Economics, etc. and ...
Penya-Alba, Toni (Date of defense: 2014-12-16)
Supply chain formation involves determining the participants and the exchange of goods within a production network. Today’s companies operate autonomously, making local decisions, ...
Bautista Martín, Miguel Ángel (Date of defense: 2016-02-11)
Real life is full of multi-class decision tasks. In the Pattern Recognition field, several method- ologies have been proposed to deal with binary problems obtaining satisfying results in terms of ...
Morales Matamoros, Javier (Date of defense: 2016-02-02)
Multi Agent Systems (MAS) are computerised systems composed of autonomous software agents that interact to solve complex problems. Within a MAS, agents require some mechanism to coordinate their activities. ...