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PSO-PARSIMONY: A method for finding parsimonious and accurate machine learning models with particle swarm optimization. Application for predicting force-displacement curves in T-stub steel connections.

J. Divasón, J. Fernández-Ceniceros, A. Sanz-García, A. Pernía-Espinoza, and F. de Pisón. Neurocomputing, (2023)

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Bárbara Fernández Fernández

Fernando Fernández

Victoria Fernández

Asunción Fernández

Pablo Fernández

Other publications of authors with the same name

The Application of Metamodels Based on Soft Computing to Reproduce the Behaviour of Bolted Lap Joints in Steel Structures.J. Fernández-Ceniceros, R. Urraca-Valle, J. Antoñanzas-Torres, and A. Sanz-García. SOCO-CISIS-ICEUTE, volume 239 of Advances in Intelligent Systems and Computing, page 151-160. Springer, (2013)Hybrid Modelling of Multilayer Perceptron Ensembles for Predicting the Response of Bolted Lap Joints.J. Fernández-Ceniceros, F. Antoñanzas-Torres, F. de Pisón Ascacibar, and A. Sanz-García. Logic Journal of the IGPL, 23 (3): 451-462 (2015)Multilayer-Perceptron Network Ensemble Modeling with Genetic Algorithms for the Capacity of Bolted Lap Joint.J. Fernández-Ceniceros, A. Sanz-García, F. Antoñanzas-Torres, and F. de Pisón-Ascacibar. HAIS (1), volume 7208 of Lecture Notes in Computer Science, page 545-556. Springer, (2012)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, and F. de Pisón-Ascacibar. SOCO-CISIS-ICEUTE, volume 239 of Advances in Intelligent Systems and Computing, page 1-10. Springer, (2013)Application of Genetic Algorithms to Optimize a Truncated Mean k-Nearest Neighbours Regressor for Hotel Reservation Forecasting.A. Sanz-García, J. Fernández-Ceniceros, F. Antoñanzas-Torres, and F. de Pisón Ascacibar. HAIS (1), volume 7208 of Lecture Notes in Computer Science, page 79-90. Springer, (2012)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, and F. de Pisón Ascacibar. HAIS, volume 9121 of Lecture Notes in Computer Science, page 632-643. Springer, (2015)Technical projects with social commitment for teaching-learning intervention in STEM students.A. Pernía-Espinoza, A. Sanz-García, F. de Pisón Ascacíbar, S. Peciña-Marqueta, and J. Fernández-Ceniceros. EDUCON, page 579-586. IEEE, (2020)PSO-PARSIMONY: A New Methodology for Searching for Accurate and Parsimonious Models with Particle Swarm Optimization. Application for Predicting the Force-Displacement Curve in T-stub Steel Connections.J. Fernández-Ceniceros, A. Sanz-García, A. Pernía-Espinoza, and F. de Pisón. HAIS, volume 12886 of Lecture Notes in Computer Science, page 15-26. Springer, (2021)Soft Computing Metamodels for the Failure Prediction of T-stub Bolted Connections.J. Fernández-Ceniceros, J. Antoñanzas-Torres, R. Urraca-Valle, E. Sodupe-Ortega, and A. Sanz-García. SOCO-CISIS-ICEUTE, volume 299 of Advances in Intelligent Systems and Computing, page 41-51. Springer, (2014)Hotel Reservation Forecasting Using Flexible Soft Computing Techniques: A Case of Study in a Spanish Hotel.E. de Pisón, J. Fernández-Ceniceros, A. Pernía-Espinoza, F. de Pisón Ascacibar, and A. Sanz-García. Int. J. Inf. Technol. Decis. Mak., 15 (5): 1211-1234 (2016)