Roberto Fernández-Martínez

Publication Activity (10 Years)

Years Active: 2013-2022
Publications (10 Years): 13

Top Topics

Support Vector Machine

Top Venues

SOCO-CISIS-ICEUTE

Publications

Roberto Fernández-Martínez, Pello Jimbert, Lorena M. Callejo, José Ignacio Barbero
Material Fracture Life Prediction Under High Creep Conditions Using Decision Trees and Rule-based Techniques. RIVF (2022)
Roberto Fernández-Martínez, Pello Jimbert, Lorena M. Callejo, José Ignacio Barbero
Material Fracture Life Prediction Under High Temperature Creep Conditions Using Support Vector Machines And Artificial Neural Networks Techniques. ICCTA (2021)
Roberto Fernández-Martínez, Rubén Lostado-Lorza, Ana A. Santos Delgado, Nelson O. Piedra Pullaguari
Use of classification trees and rule-based models to optimize the funding assignment to research projects: A case study of UTPL. J. Informetrics 15 (1) (2021)
Roberto Fernández-Martínez, Pello Jimbert, Julen Ibarretxe, Maider Iturrondobeitia
Use of support vector machines, neural networks and genetic algorithms to characterize rubber blends by means of the classification of the carbon black particles used as reinforcing agent. Soft Comput. 23 (15) (2019)
Roberto Fernández-Martínez, Pello Jimbert, José Ignacio Barbero, Lorena M. Callejo, Igor Somocueto
Material Fracture Life Prediction Using Linear Regression Techniques Under High Temperature Creep Conditions. CIARP (2019)
Roberto Fernández-Martínez, Rubén Lostado-Lorza, Ana A. Santos Delgado, Nelson O. Piedra Pullaguari
Optimizing presetting attributes by softcomputing techniques to improve tapered roller bearings working conditions. Adv. Eng. Softw. 123 (2018)
Roberto Fernández-Martínez, Rubén Lostado-Lorza, Marina Corral Bobadilla, Rubén Escribano-García, Fátima Somovilla Gomez, Eliseo P. Vergara González
Adjust the Thermo-Mechanical Properties of Finite Element Models Welded Joints Based on Soft Computing Techniques. HAIS (2017)
Marina Corral Bobadilla, Roberto Fernández-Martínez, Rubén Lostado-Lorza, Fatima Somovilla Gomez, Eliseo P. Vergara González
A Soft Computing Approach to Optimize the Production of Biodiesel. HAIS (2017)
Rubén Lostado-Lorza, Rubén Escribano-García, Roberto Fernández-Martínez, Marcos Illera-Cueva, Bryan J. Mac Donald
Using the finite element method and data mining techniques as an alternative method to determine the maximum load capacity in tapered roller bearings. J. Appl. Log. 24 (2017)
Marina Corral Bobadilla, Roberto Fernández-Martínez, Rubén Lostado-Lorza, Fatima Somovilla Gomez, Eliseo P. Vergara González
A Soft Computing Approach to Optimize the Clarification Process in Wastewater Treatment. HAIS (2016)
Rubén Lostado-Lorza, Fátima Somovilla Gomez, Roberto Fernández-Martínez, Rubén Escribano-García, Marina Corral Bobadilla
Improvement in the Process of Designing a New Artificial Human Intervertebral Lumbar Disc Combining Soft Computing Techniques and the Finite Element Method. SOCO-CISIS-ICEUTE (2016)
Marina Corral Bobadilla, Roberto Fernández-Martínez, Rubén Lostado-Lorza, Fátima Somovilla Gomez, Eliseo P. Vergara González
Cyclone Performance Prediction Using Linear Regression Techniques. SOCO-CISIS-ICEUTE (2016)
Fatima Somovilla Gomez, Rubén Lostado-Lorza, Roberto Fernández-Martínez, Marina Corral Bobadilla, Rubén Escribano-García
A Proposed Methodology for Setting the Finite Element Models Based on Healthy Human Intervertebral Lumbar Discs. HAIS (2016)
Rubén Lostado-Lorza, Roberto Fernández-Martínez, Bryan J. Mac Donald, Pedro Maria Villanueva
Combining soft computing techniques and the finite element method to design and optimize complex welded products. Integr. Comput. Aided Eng. 22 (2) (2015)
Rubén Lostado-Lorza, Rubén Escribano-García, Roberto Fernández-Martínez, Marcos Illera-Cueva, Bryan J. Mac Donald
Combination of the Finite Element Method and Data Mining Techniques to Design and Optimize Bearings. SOCO-CISIS-ICEUTE (2014)
Rubén Escribano-García, Rubén Lostado-Lorza, Roberto Fernández-Martínez, Pedro Villanueva-Roldán, Bryan J. Mac Donald
Improvement in Manufacturing Welded Products through Multiple Response Surface Methodology and Data Mining Techniques. SOCO-CISIS-ICEUTE (2014)
Roberto Fernández-Martínez, Rubén Lostado-Lorza, Marcos Illera-Cueva, Rubén Escribano-García, Bryan J. Mac Donald
Comparison Analysis of Regression Models Based on Experimental and FEM Simulation Datasets Used to Characterize Electrolytic Tinplate Materials. SOCO-CISIS-ICEUTE (2014)
Rubén Lostado-Lorza, Roberto Fernández-Martínez, Bryan J. Mac Donald, Abdul Ghani-Olabi
Design and Optimization of Welded Products Using Genetic Algorithms, Model Trees and the Finite Element Method. SOCO-CISIS-ICEUTE (2013)
Roberto Fernández-Martínez, Rubén Lostado-Lorza, Marcos Illera-Cueva, Bryan J. Mac Donald
Modeling Structural Elements Subjected to Buckling Using Data Mining and the Finite Element Method. SOCO-CISIS-ICEUTE (2013)