88 citations · 244 across the 10 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…
A Hybrid Evolutionary System for Automated Artificial Neural Networks Generation and Simplification in Biomedical Applications
Enrique Fernandez-Blanco, Daniel Rivero, Marcos Gestal +4
Data mining and data classification over biomedical data are two of the most important research fields in computer science. Among the great diversity of techniques that can be used…