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Recent Submissions

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Ensemble learning for the partial label ranking problem.
(Wiley, 2022) Alfaro Jiménez, Juan Carlos; Aledo Sánchez, Juan Ángel; Gámez Martín, José Antonio
The partial label ranking problem is a general interpretation of the preference learning scenario known as the label ranking problem, the goal of which is to learn preference classifiers able to predict a complete ranking with ties over the finite set of labels of the class variable. In this paper, we use unsupervised discretization techniques (equal-frequency and equal-width binning) to heuristically select the threshold for the numerical features in the algorithms based on induction of decision trees (partial label ranking trees algorithm).
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Global trends of dalbavancin: A bibliometric analysis.
(Wiley, 2022) Monteagudo Martínez, Nuria; Solís García del Pozo, Julián; Ikuta, Ichiro; Galindo Anaya, María Francisca; Jordán Bueso, Joaquín
What is known and objective?: Dalbavancin is used against gram-positive pathogens such as Staphylococcus aureus in acute bacterial skin and skin-structure infections. Methods: Our main goal was to identify the key articles sustaining the current knowledge of this drug's therapeutic possibilities through a bibliometric analysis of the available literature.
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An environmentally friendly production of ester-biolubricant from oleic acid.
(Wiley, 2022) Ramos Mellado, Francisco Javier; Haro, Juan Carlos de; Rodríguez Romero, Juan Francisco; Pérez Martínez, Ángel; Carmona Delgado, Manuel
The production of oleic-based trimethylolpropane (TMP) esters via the esterification reaction between oleic acid (OA) and TMP in a reactive distillation system, employing the environmentally friendly catalyst methanesulfonic acid, was explored. The homogeneous acid catalyst, the OA/TMP molar ratio within 1.0–3.0, the esterification reaction enhancement and a new purification technique, using choline hydroxide (ChOH), for obtaining choline carboxylate as a subproduct, were studied.
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Alfonso X: el universo político y cultural de un reinado
(Ediciones de la Universidad de Castilla-La Mancha, 2024) María José Lop Otín; David Igual Luis; Jorge Pérez Burgueño
Publication
Evaluating Guayule (Parthenium argentatum A. Gray) Germplasm Grown in Spain: Rubber and Resin along Three Production Cycles
(MDPI, 2024) Jara García, Francisco Miguel; García Martínez, María de las Mercedes; López Córcoles, Horacio; Carrión Jiménez, María Engracia; Zalacain Aramburu, Amaya; Carmona Delgado, Manuel
Rubber and resin are potentially important products of guayule (Parthenium argentatum A. Gray) that can assure the profitability of this crop as an agricultural alternative for the semi-arid areas of central and eastern Spain. This study analyzes, for the first time, the changes in rubber and resin production across 27 guayule accessions (traditional and modern) and along three cycles under the agroclimatic conditions of Castilla-La Mancha, simulating industrial management with a biannual harvest. The rubber content (% of dry mass) increased from 4.2% in one-year-old plants to 6.6% in twoyear-old plants, but decreased after harvesting. Contrastingly, the rubber yield doubled in contiguous sampling, reaching a mean of 303.6 kg ha-1, with a maximum yield of 341.2 kg ha-1 after the first harvest. Three patterns of rubber production were established based on the production periods. A similar analysis was performed for resin production, which was heterogeneous across accessions belonging to the same rubber groups. In this case, three independent groups were established to classify the resin accumulation profiles following the same criteria of production periods. Here, we demonstrate that biannual harvesting has the potential to enhance rubber accumulation in summer, although more research is needed for its adaption to current harvesting techniques in this area