Some supervised tasks are presented with a numerical output but decisions have to be made in a discrete, binarised, way, according to a particular cutoff. This binarised regression task is a very common situation that ...

[ES] El comportamiento del valor de los activos productivos se puede analizar desde diferentes perspectivas. En la actualidad se plantea un análisis de la influencia que presenta la antigüedad de un activo respecto a su ...

Deep learning techniques have proven to be very successful when dealing with highly-complex problems such as speech and image recognition. Generally, deep architectures are composed of several layers of nonlinear transformations ...

Three different signals are analyzed, one electronic with complex tones, and two real, piano and violin. In each case, the first 3 harmonics are played separately, then the group of first harmonics having greater strength, ...

[ES] Las fuentes de datos hoy en día son heterogéneas y de un tamaño enorme, gracias al adelanto tecnológico experimentado, se nos ha abierto la posibilidad de acceder a tal cantidad de información, pero el problema ha ...

[ES] Este trabajo fin de grado trata sobre la minería de datos y el aprendizaje automático. Para ello se centra en la realización de un caso de estudio que consiste en la predicción sobre la disponibilidad de bicicletas ...

[EN] The goal of this research is to analyze the importance of the main factors contributing to the occurrence of wildfires in Galicia. The econometric models are specified taking into account as a dependent variable the ...