Avatars are used in different contexts and situations: e-commerce, e-therapy, virtual worlds, videogames,collaborative online design... In this context, a good design of an avatar may improve the user experience. The ability ...

[EN] The outbreak of the COVID-19 pandemic further highlighted the limitation of existing traditional indicators as policy formulation, particularly during crisis periods, demands timely and granular data. We construct the ...

[EN] The upcoming avenue of IoT, with its massive generated data, makes it really hard to train centralized systems with machine learning in real time. This problem can be addressed with learning-based edge computing systems ...

[EN] In this work we will focus on the development of language models using connectionist techniques. The most relevant contribution in this work is the adaptation of skip-grams techniques to neural network language models. ...

[CA] La traducció automàtica (MT, de l’anglés) és un àmbit fonamental dins de l’aprenentatge automàtic, on les xarxes neuronals han assolit avanços significatius que han impulsat la recerca en MT. Això s’ha vist encoratjat ...

[EN] In this work genetic algorithms applied to select neural networks The neural networks then used to predict store customers position.

[EN] Air traffic has been continuously rising. The expected exponential growth of unmanned traffic, like for delivery services, can result in an uncontrollable airspace that might rely on finding solutions that depend on ...

[CA] Durant aquest projecte s’ha treballat amb imatges mèdiques disponibles gràcies a la col·laboració entre el centre d’investigació Pattern Recognition and Human Language Technology –PRHLT– i la Fundació per al Foment ...

[ES] El soporte al personal sanitario mediante el uso del aprendizaje profundo ya es una realidad, dando unos resultados sobresalientes en diferentes aspectos de la sanidad. Este trabajo muestra la eficacia con la que ...

[ES] Los sistemas de aprendizaje automático —y, en concreto, los modelos de aprendizaje profundo (del inglés, deep learning) o redes neuronales— se han popularizado recientemente debido a que han supuesto un salto ...