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Gerardo Rubino
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Publications
- 2023
- [j45]Sebastián Basterrech, Gerardo Rubino:
Evolutionary Echo State Network: A neuroevolutionary framework for time series prediction. Appl. Soft Comput. 144: 110463 (2023) - 2022
- [c93]Sebastián Basterrech, Gerardo Rubino:
Evolutionary Echo State Network: evolving reservoirs in the Fourier space. IJCNN 2022: 1-8 - [c92]Sebastián Basterrech, Jan Platos, Gerardo Rubino, Michal Wozniak:
Experimental Analysis on Dissimilarity Metrics and Sudden Concept Drift Detection. ISDA (3) 2022: 190-199 - [i6]Sebastián Basterrech, Gerardo Rubino:
Evolutionary Echo State Network: evolving reservoirs in the Fourier space. CoRR abs/2206.04951 (2022) - 2021
- [c90]Sebastián Basterrech, Gerardo Rubino:
Evolving reservoir weights in the frequency domain. GECCO Companion 2021: 271-272 - 2016
- [i5]Sebastián Basterrech, Gerardo Rubino:
A Tutorial about Random Neural Networks in Supervised Learning. CoRR abs/1609.04846 (2016) - 2015
- [c63]Sebastián Basterrech, Gerardo Rubino, Václav Snásel:
Experimental Analysis of a Hybrid Reservoir Computing Technique. HIS 2015: 237-247 - [c57]Sebastián Basterrech, Gerardo Rubino, Václav Snásel:
Sensitivity analysis of echo state networks for forecasting pseudo-periodic time series. SoCPaR 2015: 328-333 - 2013
- [c49]Sebastián Basterrech, Gerardo Rubino:
Echo State Queueing Network: A new reservoir computing learning tool. CCNC 2013: 118-123 - [c48]Sebastián Basterrech, Václav Snásel, Gerardo Rubino:
An Experimental Analysis of Reservoir Parameters of the Echo State Queueing Network Model. IBICA 2013: 13-22 - [c41]Sebastián Basterrech, Gerardo Rubino:
A more powerful random neural network model in supervised learning applications. SoCPaR 2013: 201-206 - 2012
- [i2]Sebastián Basterrech, Gerardo Rubino:
Echo State Queueing Network: a new reservoir computing learning tool. CoRR abs/1212.6276 (2012) - [i1]Sebastián Basterrech, Gerardo Rubino, Martín Varela:
Single-sided Real-time PESQ Score Estimation. CoRR abs/1212.6350 (2012) - 2011
- [j20]Sebastián Basterrech, Samir Mohamed, Gerardo Rubino, Mostafa A. Soliman:
Levenberg - Marquardt Training Algorithms for Random Neural Networks. Comput. J. 54(1): 125-135 (2011) - [c35]Sebastián Basterrech, Colin Fyfe, Gerardo Rubino:
Self-Organizing Maps and Scale-Invariant Maps in Echo State Networks. ISDA 2011: 94-99
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