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Reflection on Telemedicine Competencies in Spanish Medicine Degrees After the COVID-19 Pandemic
(IOS Press, 2021)
The pandemic suffered in 2020 following the appearance of the SARS CoV-2 virus has marked a radical change in the way in which the basic pillars of international, and more specifically Spanish, society are understood. ...
Tesis Doctoral
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Enhancing the learning of programming using Scratch: a recommender-systems-based approach in non WEIRD communities
(2020-06-17)
In today’s world, there is a growing need for professionals with computer skills in general, and programming in particular. This is so, both in WEIRD contexts and in contexts that are not. WEIRD is an acronym from English ...
Artículo
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CAFE: Fact Checking in Knowledge Graphs using Neighborhood-Aware Features
(IOS Press, 2020)
Knowledge Graphs (KGs) currently contain a vast amount of structured information in the form of entities and relations. Because KGs are often constructed automatically by means of information extraction processes, they ...
Artículo
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Using prior knowledge in the inference of gene association networks
(Springer, 2020)
Traditional computational techniques are recently being improved with the use of prior biological knowledge from open access repositories in the area of gene expression data analysis. In this work, we propose the use of ...
Artículo
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Explainable machine learning for sleep apnea prediction
(ScienceDirect, 2022)
Machine and deep learning has become one of the most useful tools in the last years as a diagnosis-decision-support tool in the health area. However, it is widely known that artificial intelligence models are considered a ...
Artículo
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LEAPME: Learning-based Property Matching with Embeddings
(Cornell University, 2020)
Data integration tasks such as the creation and extension of knowledge graphs involve the fusion of heterogeneous entities from many sources. Matching and fusion of such entities require to also match and combine their ...
Artículo
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A machine learning-based methodology for short-term kinetic energy forecasting with real-time application: Nordic Power System case
(Elsevier, 2023-12)
The progressive substitution of conventional synchronous generation for renewable-based generation imposes a series of challenges in many aspects of modern power systems, among which are the issues related to the low ...
Tesis Doctoral
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Automated capacity analysis of limitation-aware microservices architectures
(2024-03-22)
La aparición de las arquitecturas de microservicios (MSAs) ha supuesto un cambio importante en la forma en la que se desarrollan sistemas y aplicaciones. Se trata de una evolución del paradigma de las arquitecturas ...
Libro
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Análisis y diseño de algoritmos y tipos de datos
(Editorial Universidad de Sevilla, 2023)
Este libro está orientado a la enseñanza de la asignatura Análisis y Diseño de Datos y Algoritmos, que es la continuación natural de Fundamentos de Programación. Para abordar el diseño de algoritmos, es necesario tener ...
Libro
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Problemas, modelos, grafos y algoritmos
(Editorial Universidad de Sevilla, 2023)
Este libro está diseñado como material complementario de la asignatura Análisis y Diseño de Datos y Algoritmos, que constituye la continuación natural de Fundamentos de Programación. Para abordar el diseño de algoritmos, ...