J. Fernández-Ceniceros

Generation of daily global solar irradiation with support vector machines for regression

F. Antoñanzas-Torres, Rubén Urraca, J. Antonanzas et al. · Energy Conversion and Management · 2015 · 67 citations

Computing, Data Science, Earth Sciences +13

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

Andrés Sanz-García, J. Fernández-Ceniceros, F. Antoñanzas-Torres et al. · Applied Soft Computing · 2015 · 51 citations · Full text

Computing, Computational Engineering, Feature Engineering +14

Stacking ensemble with parsimonious base models to improve generalization capability in the characterization of steel bolted components

Alpha Pernía‐Espinoza, J. Fernández-Ceniceros, J. Antonanzas et al. · Applied Soft Computing · 2018 · 50 citations · Full text

Natural Sciences, Materials Science, Materials Characterization +11

Decision support model for one-way floor slab design: A sustainable approach

J. Fernández-Ceniceros, Roberto Fernández Martínez, Esteban Fraile-García et al. · Automation in Construction · 2013 · 38 citations

Business, Architectural Engineering, Civil Engineering +15

A numerical-informational approach for characterising the ductile behaviour of the T-stub component. Part 2: Parsimonious soft-computing-based metamodel

J. Fernández-Ceniceros, Andrés Sanz-García, F. Antoñanzas-Torres et al. · Engineering Structures · 2014 · 26 citations

Engineering, Computational Engineering, Systems Engineering +10