| Generation of daily global solar irradiation with support vector machines for regression F Antonanzas-Torres, R Urraca, J Antonanzas, J Fernandez-Ceniceros, ... Energy conversion and management 96, 277-286, 2015 | 73 | 2015 |
| GA-PARSIMONY: A GA-SVR approach with feature selection and parameter optimization to obtain parsimonious solutions for predicting temperature settings in a continuous annealing … A Sanz-García, J Fernández-Ceniceros, F Antonanzas-Torres, ... Applied Soft Computing 35, 13-28, 2015 | 56 | 2015 |
| Decision support model for one-way floor slab design: A sustainable approach J Fernandez-Ceniceros, R Fernandez-Martinez, E Fraile-Garcia, ... Automation in construction 35, 460-470, 2013 | 39 | 2013 |
| Stacking ensemble with parsimonious base models to improve generalization capability in the characterization of steel bolted components A Pernía-Espinoza, J Fernández-Ceniceros, J Antonanzas, R Urraca, ... Applied Soft Computing 70, 737-750, 2018 | 37 | 2018 |
| A numerical-informational approach for characterising the ductile behaviour of the T-stub component. Part 2: Parsimonious soft-computing-based metamodel J Fernandez-Ceniceros, A Sanz-Garcia, F Antonanzas-Torres, ... Engineering Structures 82, 249-260, 2015 | 32 | 2015 |
| Prediction models for calculating bolted connections using data mining techniques and the finite element method J Fernández, A Pernía, FJ Martínez-de-Pisón, R Lostado Engineering Structures 32 (10), 3018-3027, 2010 | 26 | 2010 |
| Improving hotel room demand forecasting with a hybrid GA-SVR methodology based on skewed data transformation, feature selection and parsimony tuning R Urraca, A Sanz-García, J Fernández-Ceniceros, E Sodupe-Ortega, ... Hybrid Artificial Intelligent Systems: 10th International Conference, HAIS …, 2015 | 24 | 2015 |
| A numerical-informational approach for characterising the ductile behaviour of the T-stub component. Part 1: Refined finite element model and test validation J Fernandez-Ceniceros, A Sanz-Garcia, F Antoñanzas-Torres, ... Engineering Structures 82, 236-248, 2015 | 18 | 2015 |
| Methodology based on genetic optimisation to develop overall parsimony models for predicting temperature settings on annealing furnace A Sanz-García, J Fernández-Ceniceros, R Fernández-Martínez, ... Ironmaking & Steelmaking 41 (2), 87-98, 2014 | 16 | 2014 |
| Parsimonious support vector machines modelling for set points in industrial processes based on genetic algorithm optimization A Sanz-García, J Fernández-Ceniceros, F Antoñanzas-Torres, ... International Joint Conference SOCO’13-CISIS’13-ICEUTE’13: Salamanca, Spain …, 2014 | 16 | 2014 |
| Comparative analysis of learning and meta-learning algorithms for creating models for predicting the probable alcohol level during the ripening of grape berries RF Martinez, RL Lorza, JF Ceniceros, FJMP Ascacibar Computers and electronics in agriculture 80, 54-62, 2012 | 16 | 2012 |
| Overall models based on ensemble methods for predicting continuous annealing furnace temperature settings A Sanz-Garcia, F Antonanzas-Torres, J Fernandez-Ceniceros, ... Ironmaking & Steelmaking 41 (1), 51-60, 2014 | 11 | 2014 |
| A numerical-informational approach for characterising the ductile behaviour of the T-stub component. Part 1: Refined finite element model and test validation JF Ceniceros, AS Garcia, FA Torres, F Pison Eng. Struct. 82, 236-248, 2015 | 9 | 2015 |
| PSO-PARSIMONY: A method for finding parsimonious and accurate machine learning models with particle swarm optimization. Application for predicting force–displacement curves in … J Divasón, JF Ceniceros, A Sanz-Garcia, A Pernia-Espinoza, ... Neurocomputing 548, 126414, 2023 | 6 | 2023 |
| Implementing a technically and economically viable system for recording data inside concrete E Fraile-Garcia, J Ferreiro-Cabello, EM de Pison Ascacibar, JF Ceniceros, ... Construction and Building Materials 157, 860-872, 2017 | 6 | 2017 |
| Hotel reservation forecasting using flexible soft computing techniques: A case of study in a Spanish hotel E Martínez-de-Pisón, J Fernández-Ceniceros, AV Pernia-Espinoza, ... International Journal of Information Technology & Decision Making 15 (05 …, 2016 | 6 | 2016 |
| Microproject-based teaching/learning methodology focused on emerging technologies and international entities cooperation J Fernández-Ceniceros, A Sanz-García, F Antoñanzas-Torres, ... 1ST INTERNATIONAL CONFERENCE ON HIGHER EDUCATION ADVANCES (HEAD'15), 311-318, 2015 | 6 | 2015 |
| Improving hotel room demand forecasting with a hybrid GA-SVR methodology based on skewed data transformation, feature selection and parsimony tuning R Urraca, A Sanz-Garcia, J Fernandez-Ceniceros, A Pernia-Espinoza, ... Logic Journal of the IGPL 25 (6), 877-889, 2017 | 5 | 2017 |
| numerical-informational approach for characterising the ductile behaviour of the T-stub component. Part 2: parsimonious soft-computing-based metamodel JF Ceniceros, AS Garcia, FA Torres, F Pison Eng. Struct. 82, 249-260, 2015 | 5 | 2015 |
| Teaching/learning methodologies based on microprojects and internationalization to increase students’ motivation on technical subjects J Fernández-Ceniceros, A Sanz-García, F Antoñanzas-Torres, ... Advances in higher education, 326, 2016 | 4 | 2016 |
