[EN] Language models and other recent machine learning paradigms blur the distinction between generative and discriminative tasks, in a continuum that is regulated by the degree of pre- and post-supervision that is required ...

[EN] We report on a series of new platforms and events dealing with AI evaluation that may change the way in which AI systems are compared and their progress is measured. The introduction of a more diverse and challenging ...

[EN] Many performance metrics have been introduced in the literature for the evaluation of classification performance, each of them with different origins and areas of application. These metrics include accuracy, unweighted ...

Se presenta una aproximación que integra el agrupamiento jerárquico basado en distancias y el conceptual. Muchas inconsistencias pueden surgir entre la distancia y las generalizaciones, por lo que proponemos un marco ...

Data mining is useful in making single decisions. The problem is when there are several related problems and the best local decisions do not make the best global result. We propose to calibrate each local data mining ...

[EN] In the last decade, deep learning has achieved spectacular results in numerous applications. The increase in performance has been accompanied by a significant increase in the size of these networks, measured in number ...

[ES] En este proyecto se analizarán los datos abiertos de los aparcamientos de la ciudad de Valencia con el fin de extraer la información suficiente que nos permita crear un modelo para cada uno de los siete aparcamientos ...

Este trabajo aplica las distancias entre términos, aprovechando las características propias de cada distancia y la posibilidad de comparar desde tipos de datos proposicionales hasta representaciones jerárquicas. Las ...

This report documents the program and the outcomes of Dagstuhl Seminar 15442 “Approaches and Applications of Inductive Programming”. After a short introduction to the state of the art to inductive programming research, ...

[EN] Matrices are a very common way of representing and working with data in data science and artificial intelligence. Writing a small snippet of code to make a simple matrix transformation is frequently frustrating, ...