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



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



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



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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