169 citations · 564 across the 11 of their papers we have counts for
4 papers · 1 filter
A New Deterministic Technique for Symbolic Regression
Daniel Rivero, Enrique Fernandez-Blanco
This paper describes a new method for Symbolic Regression that allows to find mathematical expressions from a dataset. This method has a strong mathematical basis. As opposed to ot…
Classical Music Prediction and Composition by means of Variational Autoencoders
Daniel Rivero, Enrique Fernandez-Blanco, Alejandro Pazos
This paper proposes a new model for music prediction based on Variational Autoencoders (VAEs). In this work, VAEs are used in a novel way in order to address two different problems…
Classification of Two-channel Signals by Means of Genetic Programming
Daniel Rivero, Enrique Fernandez-Blanco, Julian Dorado +1
Traditionally, signal classification is a process in which previous knowledge of the signals is needed. Human experts decide which features are extracted from the signals, and used…
Early warning in egg production curves from commercial hens: A SVM approach
Iván Ramírez Morales, Daniel Rivero Cebrián, Enrique Fernández Blanco +1
Artificial Intelligence allows the improvement of our daily life, for instance, speech and handwritten text recognition, real time translation and weather forecasting are common us…