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Miriam Esteve, Juan Aparicio, Jesus J. Rodriguez-Sala, & Joe Zhu (2023). Random Forests and the measurement of super-efficiency in the context of Free Disposal Hull. European Journal of Operational Research, 304, 729-744.

Miriam Esteve (Center of Operations Research, Miguel Hernandez University of Elche), Juan Aparicio (Center of Operations Research, Miguel Hernandez University of Elche), Jesús J. Rodríguez-Sala (Center of Operations Research, Miguel Hernandez University of Elche) and Joe Zhu (Foisie Business School, Worcester Polytechnic Institute, United States)
Abstract:
In the technical efficiency evaluation area, it may happen that many […]

By anabel.perez, ago

Labbé, M., Landete, M., Leal, M. (2023) “Dendrograms, minimum spanning trees and feature selection”, European Journal of Operational Research

Martine Labbé (Computer Science Department, Université Libre de Bruxelles, Belgium) Mercedes Landete and Marina Leal(Operations Research Center, University Miguel Hernández of Elche) and 
Abstract: Feature selection is a fundamental process to avoid overfitting and to reduce the size of databases without significant loss of information that applies to hierarchical clustering. Dendrograms are graphical representations of hierarchical clustering […]

By salonso, ago

Valero-Carreras, D., Alcaraz, J., Landete, M. (2023) "Comparing two SVM models through different metrics based on the confusion matrix", Computers and Operations Research, 152:106131

Daniel Valero Carreras, Javier Alcaraz and Mercedes Landete (Center of Operations Research, Miguel Hernández University of Elche) 
Abstract: Support Vector Machines (SVM) are an efficient alternative for supervised classification. In the soft margin SVM model, two different objectives are optimized and the set of alternative solutions represent a Pareto-front of points, each one of them representing a […]

By salonso, ago

García-Hernández, V.M., Beltrá-García-Calvo, M., Sánchez-Soriano, J., Iborra-Campos, M. A., Cano Lamadrid, M., Carbonell-Barrachina, Á. A., Roche, E. , García-García, E.(2022) "1 Quality Aspects To Consider In Flaxseed As A Valid Omega-3 Dietary Supplement: A Randomized Controlled Trial", Journal of Microbiology, Biotechnology and Food Sciences, 12 (3):e5932

Vanessa M.  García-Hernández, Marta Beltrá-García-Calvo, Enrique Roche, Elena García-García, (Department of Applied Biology-Nutrition and Institute of Bioengineering. Miguel Hernández University, Elche), Joaquín Sánchez-Soriano (Operations Research Center, University Miguel Hernández of Elche) and Marina Cano Lamadrid, Ángel A. Carbonell-Barrachina (Group of Food Quality and Safety, Agro-Food Technology Department, University Miguel Hernández, Orihuela)
Abstract: Dietary supplements, based on […]

By salonso, ago

Roldán-Zafra, J., Perea, C. (2022) "Math Learning in a Science Museum—Proposal for a Workshop Design Based on STEAM Strategy to Learn Mathematics. The Case of the Cryptography Workshop", Mathematics, 10 (22):4335

Juan Roldán-Zafra and Carmen Perea (Operations Research Center, University Miguel Hernández of Elche) 
Abstract: In mathematics teaching, great efforts are made, and diverse teaching strategies are employed in order to facilitate students’ learning process. Informal environments have proven to be conducive and motivating spaces for science learning. In particular, science museums can be used as a […]

By salonso, ago

Sobre la aproximación de soluciones de juegos cooperativos

Título: Sobre la aproximación de soluciones de juegos cooperativos
Ponente: Alejandro Saavedra-Nieves (Universidad de Santiago de Compostela)
Organizadora: Ana Meca
Fecha: Miércoles 18 de enero 2023 a las 12:30 horas
Lugar: Aulas 0.1 y 0.2 del CIO
Abstract: El cómputo exacto de soluciones de juegos cooperativos presenta una alta complejidad computacional cuando el número de jugadores involucrados es lo suficientemente […]

By salonso, ago

Ferrando, J.C., López-Pellicer, M. (2022) "Classifying Topologies through G-Bases", Axioms, 11 (12):744

Juan Carlos Ferrando (Operations Research Center, University Miguel Hernández of Elche) and Manuel López-Pellicer (Department de Matemática Aplicada and IMPA, Universitat Politècnica de València)
Abstract: We classify several topological properties of a Tychonoff space X by means of certain locally convex topologies T with a G-base located between the pointwise topology τp and the bounded-open topology […]

By salonso, ago