Julio Fernández-Ceniceros

Publication Activity (10 Years)

Years Active: 2012-2023
Publications (10 Years): 9

Top Topics

Demand Forecasting

Multilayer Perceptron

Top Venues

SOCO-CISIS-ICEUTE

Appl. Soft Comput.

Publications

Jose Divasón, Julio Fernández-Ceniceros, Andrés Sanz-García, Alpha V. Pernía-Espinoza, Francisco Javier Martínez de Pisón
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. Neurocomputing 548 (2023)
Julio Fernández-Ceniceros, Andrés Sanz-García, Alpha V. Pernía-Espinoza, Francisco Javier Martínez de Pisón
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. HAIS (2021)
Alpha V. Pernía-Espinoza, Andrés Sanz-García, Francisco Javier Martínez de Pisón Ascacíbar, Sergio Peciña-Marqueta, Julio Fernández-Ceniceros
Technical projects with social commitment for teaching-learning intervention in STEM students. EDUCON (2020)
Alpha V. Pernía-Espinoza, Julio Fernández-Ceniceros, Javier Antoñanzas-Torres, Rubén Urraca, Francisco J. Martínez de Pisón Ascacibar
Stacking ensemble with parsimonious base models to improve generalization capability in the characterization of steel bolted components. Appl. Soft Comput. 70 (2018)
Rubén Urraca, Andrés Sanz-García, Julio Fernández-Ceniceros, Alpha V. Pernía-Espinoza, Francisco J. Martínez de Pisón Ascacibar
Improving hotel room demand forecasting with a hybrid GA-SVR methodology based on skewed data transformation, feature selection and parsimony tuning. Log. J. IGPL 25 (6) (2017)
Eduardo Martínez-de-Pisón, Julio Fernández-Ceniceros, Alpha V. Pernía-Espinoza, Francisco J. Martínez de Pisón Ascacibar, Andrés Sanz-García
Hotel Reservation Forecasting Using Flexible Soft Computing Techniques: A Case of Study in a Spanish Hotel. Int. J. Inf. Technol. Decis. Mak. 15 (5) (2016)
Rubén Urraca, Andrés Sanz-García, Julio Fernández-Ceniceros, Enrique Sodupe-Ortega, Francisco J. Martínez de Pisón Ascacibar
Improving Hotel Room Demand Forecasting with a Hybrid GA-SVR Methodology Based on Skewed Data Transformation, Feature Selection and Parsimony Tuning. 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)
Julio Fernández-Ceniceros, Javier Antoñanzas-Torres, Rubén Urraca-Valle, Enrique Sodupe-Ortega, Andrés Sanz-García
Soft Computing Metamodels for the Failure Prediction of T-stub Bolted Connections. SOCO-CISIS-ICEUTE (2014)
Julio Fernández-Ceniceros, Rubén Urraca-Valle, Javier Antoñanzas-Torres, Andrés Sanz-García
The Application of Metamodels Based on Soft Computing to Reproduce the Behaviour of Bolted Lap Joints in Steel Structures. 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)