Fernando Antoñanzas-Torres

Publication Activity (10 Years)

Years Active: 2012-2018
Publications (10 Years): 5

Top Topics

Multilayer Neural Network

Genetic Algorithm

Multilayer Perceptron

Top Venues

SOCO-CISIS-ICEUTE

Publications

Rubén Urraca, Enrique Sodupe-Ortega, Javier Antoñanzas-Torres, Fernando Antoñanzas-Torres, F. Javier Martínez-de-Pisón-Ascacibar
Evaluation of a novel GA-based methodology for model structure selection: The GA-PARSIMONY. Neurocomputing 271 (2018)
Rubén Urraca, Javier Antoñanzas, Fernando Antoñanzas-Torres, Francisco J. Martínez de Pisón Ascacibar
Estimation of Daily Global Horizontal Irradiation Using Extreme Gradient Boosting Machines. SOCO-CISIS-ICEUTE (2016)
M. Alia-Martinez, Javier Antoñanzas, Fernando Antoñanzas-Torres, Alpha V. Pernía-Espinoza, Rubén Urraca
A Straightforward Implementation of a GPU-accelerated ELM in R with NVIDIA Graphic Cards. HAIS (2015)
Andrés Sanz-García, Julio Fernández-Ceniceros, Fernando Antoñanzas-Torres, Alpha V. Pernía-Espinoza, Francisco J. Martínez de Pisón Ascacibar
GA-PARSIMONY: A GA-SVR approach with feature selection and parameter optimization to obtain parsimonious solutions for predicting temperature settings in a continuous annealing furnace. Appl. Soft Comput. 35 (2015)
Julio Fernández-Ceniceros, Fernando Antoñanzas-Torres, Francisco J. Martínez de Pisón Ascacibar, Andrés Sanz-García
Hybrid Modelling of Multilayer Perceptron Ensembles for Predicting the Response of Bolted Lap Joints. Log. J. IGPL 23 (3) (2015)
Rubén Urraca-Valle, Enrique Sodupe-Ortega, Javier Antoñanzas-Torres, Fernando Antoñanzas-Torres, Francisco J. Martínez de Pisón Ascacibar
An Overall Performance Comparative of GA-PARSIMONY Methodology with Regression Algorithms. SOCO-CISIS-ICEUTE (2014)
Fernando Antoñanzas-Torres, F. Javier Martínez-de-Pisón-Ascacibar, Javier Antoñanzas, O. Perpiñán
Downscaling of global solar irradiation in R. CoRR (2013)
Javier Antoñanzas-Torres, Fernando Antoñanzas-Torres, Enrique Sodupe-Ortega, F. Javier Martínez-de-Pisón-Ascacibar
Optimization of Solar Integration in Combined Cycle Gas Turbines (ISCC). SOCO-CISIS-ICEUTE (2013)
Andrés Sanz-García, Julio Fernández-Ceniceros, Fernando Antoñanzas-Torres, F. Javier Martínez-de-Pisón-Ascacibar
Parsimonious Support Vector Machines Modelling for Set Points in Industrial Processes Based on Genetic Algorithm Optimization. SOCO-CISIS-ICEUTE (2013)
Andrés Sanz-García, Julio Fernández-Ceniceros, Fernando Antoñanzas-Torres, Francisco J. Martínez de Pisón Ascacibar
Application of Genetic Algorithms to Optimize a Truncated Mean k-Nearest Neighbours Regressor for Hotel Reservation Forecasting. HAIS (1) (2012)
Julio Fernández-Ceniceros, Andrés Sanz-García, Fernando Antoñanzas-Torres, F. Javier Martínez-de-Pisón-Ascacibar
Multilayer-Perceptron Network Ensemble Modeling with Genetic Algorithms for the Capacity of Bolted Lap Joint. HAIS (1) (2012)