Julio
Fernández Ceniceros
Investigador no período 2009-2015
Andrés
Sanz García
Investigador no período 2009-2013
Publicacións nas que colabora con Andrés Sanz García (33)
2023
2021
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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
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
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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
Hybrid Artificial Intelligent Systems: 16th International Conference, HAIS 2021. Bilbao, Spain. September 22–24, 2021. Proceedings
2017
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Improving hotel room demand forecasting with a hybrid GA-SVR methodology based on skewed data transformation, feature selection and parsimony tuning
Logic Journal of the IGPL, Vol. 25, Núm. 6, pp. 877-889
2016
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Hotel Reservation Forecasting Using Flexible Soft Computing Techniques: A Case of Study in a Spanish Hotel
International Journal of Information Technology and Decision Making, Vol. 15, Núm. 5, pp. 1211-1234
2015
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A numerical-informational approach for characterising the ductile behaviour of the T-stub component. Part 1: Refined finite element model and test validation
Engineering Structures, Vol. 82, pp. 236-248
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A numerical-informational approach for characterising the ductile behaviour of the T-stub component. Part 2: Parsimonious soft-computing-based metamodel
Engineering Structures, Vol. 82, pp. 249-260
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DESARROLLO DE “MICRO-PROYECTOS BASADOS EN TECNOLOGÍAS EMERGENTES” MEDIANTE LA COLABORACIÓN CON ENTIDADES INTERNACIONALES DENTRO DE LOS NUEVOS GRADOS DE INGENIERÍA. 3º ETAPA.
DESARROLLO DE “MICRO-PROYECTOS BASADOS EN TECNOLOGÍAS EMERGENTES” MEDIANTE LA COLABORACIÓN CON ENTIDADES INTERNACIONALES DENTRO DE LOS NUEVOS GRADOS DE INGENIERÍA. 3º ETAPA.
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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
Applied Soft Computing Journal, Vol. 35, pp. 13-28
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Improving hotel room demand forecasting with a hybrid GA-SVR methodology based on skewed data transformation, feature selection and parsimony tuning
Lecture Notes in Computer Science, Vol. 9121, pp. 632-643
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Microproject-based teaching/learning methodology focused on emerging technologies and international entities cooperation
1ST INTERNATIONAL CONFERENCE ON HIGHER EDUCATION ADVANCES (HEAD'15)
2014
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Desarrollo de "Microproyectos basados en Tecnologías Emergentes", mediante la colaboración con entidades internacionales dentro de los nuevos Grados de Ingeniería, 2ª etapa
Desarrollo de "Microproyectos basados en Tecnologías Emergentes", mediante la colaboración con entidades internacionales dentro de los nuevos Grados de Ingeniería, 2ª etapa
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Hybrid modelling of multilayer perceptron ensembles for predicting the response of bolted lap joints
Logic Journal of the IGPL, Vol. 23, Núm. 3, pp. 451-462
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Methodology based on genetic optimisation to develop overall parsimony models for predicting temperature settings on annealing furnace
Ironmaking and Steelmaking, Vol. 41, Núm. 2, pp. 87-98
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Overall models based on ensemble methods for predicting continuous annealing furnace temperature settings
Ironmaking and Steelmaking, Vol. 41, Núm. 1, pp. 51-60
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Parsimonious Support Vector Machines Modelling for Set Points in Industrial Processes Based on Genetic Algorithm Optimization
International Joint Conference SOCO'13-CISIS'13-ICEUTE'13. Advances in Intelligent Systems and Computing (SPRINGER-VERLAG), pp. 1-10
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Soft computing metamodels for the failure prediction of T-stub bolted connections
Advances in Intelligent Systems and Computing, pp. 41-51
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The application of metamodels based on soft computing to reproduce the behaviour of bolted lap joints in steel structures
International Joint Conference SOCO’13-CISIS’13-ICEUTE’13 : Advances in Intelligent Systems and Computing (Springer), pp. 151-160
2013
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Desarrollo de micro-proyectos basados en tecnologías emergentes mediante la colaboración con entidades internacionales dentro de los nuevos grados de ingeniería
Desarrollo de micro-proyectos basados en tecnologías emergentes mediante la colaboración con entidades internacionales dentro de los nuevos grados de ingeniería
2012
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Application of genetic algorithms to optimize a truncated mean k-nearest neighbours regressor for hotel reservation forecasting
Lecture Notes in Computer Science, Vol. 7208 LNAI, Núm. PART 1, pp. 79-90