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Ensemble of Convolution Neural Networks on Heterogeneous Signals for Sleep Stage Scoring

Jul 23, 2021
Enrique Fernandez-Blanco, Carlos Fernandez-Lozano, Alejandro Pazos, Daniel Rivero

* 16 pages, 11 tables and 7 figures 

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Automatic Assessment of Alzheimer's Disease Diagnosis Based on Deep Learning Techniques

May 18, 2021
Alejandro Puente-Castro, Enrique Fernandez-Blanco, Alejandro Pazos, Cristian R. Munteanu

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Convolutional Neural Networks for Sleep Stage Scoring on a Two-Channel EEG Signal

Mar 30, 2021
Enrique Fernandez-Blanco, Daniel Rivero, Alejandro Pazos

* Soft Computing 24, 4067-4079 (2020) 
* 20 pages, 4 figures, 4 tables 

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A New Deterministic Technique for Symbolic Regression

Sep 17, 2019
Daniel Rivero, Enrique Fernandez-Blanco

* 13 pages. Work in progress, results not definite 

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Classical Music Prediction and Composition by means of Variational Autoencoders

Jun 21, 2019
Daniel Rivero, Enrique Fernandez-Blanco, Alejandro Pazos

* 9 pages, 4 figures 

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Classification of signaling proteins based on molecular star graph descriptors using Machine Learning models

Apr 10, 2019
Carlos Fernandez-Lozano, Ruben F. Cuinas, Jose A. Seoane, Enrique Fernandez-Blanco, Julian Dorado, Cristian R. Munteanu

* Journal of theoretical biology 384 (2015): 50-58 
* 19 pages, 6 figures, 3 tables 

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Classification of Two-channel Signals by Means of Genetic Programming

Apr 10, 2019
Daniel Rivero, Enrique Fernandez-Blanco, Julian Dorado, Alejandro Pazos

* Proceedings of Annual Conference on Genetic and Evolutionary Computation 2015 (GECCO'15), pp. 1319-1325 
* Conference paper, doble-column, 7 pages, 1 figure, 3 tables 

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A Hybrid Evolutionary System for Automated Artificial Neural Networks Generation and Simplification in Biomedical Applications

Apr 09, 2019
Enrique Fernandez-Blanco, Daniel Rivero, Marcos Gestal, Carlos Fernandez-Lozano, Norberto Ezquerra, Cristian R. Munteanu, Julian Dorado

* Current Bioinformatics, Volume 10, Number 5, 2015, pp. 672-691(20) 
* 48 pages, 9 figures, 17 tables 

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