Andrés Sanz-García

Publication Activity (10 Years)

Years Active: 2011-2023
Publications (10 Years): 12

Top Topics

Learning Methodologies

Multilayer Perceptron

Top Venues

SOCO-CISIS-ICEUTE

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)
Alpha V. Pernía-Espinoza, Andrés Sanz-García, Francisco Javier Martínez de Pisón Ascacíbar, Fermín Navaridas-Nalda, Julio Blanco-Fernández
Work-in-Progress: Building Up Employability Skills and Social Responsibility in the University of La Rioja Industrial Engineering Degrees. ICL (2) (2022)
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, F. Javier Martínez-de-Pisón-Ascacibar, Fermín Navaridas-Nalda
Active learning methodologies in STEM degrees jeopardized by COVID19. EDUCON (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)
Rubén Urraca, Javier Antoñanzas-Torres, Andrés Sanz-García, Francisco J. Martínez de Pisón Ascacibar
Analysis of Spanish Radiometric Networks with the Novel Bias-Based Quality Control (BQC) Method. Sensors 19 (11) (2019)
Rubén Urraca, Javier Antoñanzas-Torres, Andrés Sanz-García, Alvaro Aldama, Francisco Javier Martínez de Pisón
An Algorithm Based on Satellite Observations to Quality Control Ground Solar Sensors: Analysis of Spanish Meteorological Networks. HAIS (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)
Rubén Urraca-Valle, Enrique Sodupe-Ortega, Alpha V. Pernía-Espinoza, Andrés Sanz-García
Towards Improving the Applicability of Non-parametric Multiple Comparisons to Select the Best Soft Computing Models in Rubber Extrusion Industry. 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, Alpha V. Pernía-Espinoza, R. Fernández-Martínez, Francisco J. Martínez de Pisón Ascacibar
Combining genetic algorithms and the finite element method to improve steel industrial processes. J. Appl. Log. 10 (4) (2012)
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)
Francisco J. Martínez de Pisón Ascacibar, Andrés Sanz-García, Eduardo Martínez-de-Pisón, Emilio Jiménez Macías, Dante Conti
Mining association rules from time series to explain failures in a hot-dip galvanizing steel line. Comput. Ind. Eng. 63 (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)
Rubén Lostado-Lorza, Andrés Sanz-García, Ana González-Marcos, Alpha V. Pernía-Espinoza
Genetic Algorithms Combined with the Finite Elements Method as an Efficient Methodology for the Design of Tapered Roller Bearings. SOCO (2011)
Andrés Sanz-García, Rubén Lostado-Lorza, Alpha V. Pernía-Espinoza, Francisco J. Martínez de Pisón Ascacibar
Improving Steel Industrial Processes Using Genetic Algorithms and Finite Element Method. SOCO (2011)