Publications (51) Rafael Arnay del Arco publications

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2026

  1. Improving micromorphological analysis with CNN-based segmentation of flint/obsidian, bone and charcoal

    PLOS ONE, Vol. 21, Núm. 1 January

  2. Towards smart hotels: energy forecasting with machine learning models

    Logic Journal of the IGPL, Vol. 34, Núm. 3

2025

  1. Hacia la gestión de comunidades energéticas con aprendizaje por refuerzo

    XIX Simposio CEA de Control Inteligente: libro de actas

  2. Improving clinical decision making by creating surrogate models from health technology assessment models: A case study on Type 1 Diabetes Melitus

    Computer Methods and Programs in Biomedicine, Vol. 262

  3. Machine learning for predicting the diagnosis of tuberculous versus malignant pleural effusion: External validation and accuracy in two different settings

    PLOS ONE, Vol. 20, Núm. 9 September

  4. Using RoblockLLy in the Classroom: Bridging the Gap in Computer Science Education Through Robotics Simulation

    IEEE Transactions on Learning Technologies, Vol. 18, pp. 39-52

2024

  1. Energy Forecasting Using Intelligent Models

    Distributed Computing and Artificial Intelligence, Special Sessions III - Intelligent Systems Applications, 21st International Conference

  2. Optic cup segmentation of stereo retinal fundus images using virtual reality

    Multimedia Tools and Applications, Vol. 83, Núm. 4, pp. 9669-9683

  3. Photovoltaic Generation Forecasting for Intelligent Management in Energy Communities

    Lecture Notes in Networks and Systems

  4. Towards a digital twin of the PRM service in airports based on semantic tools

    European Modeling and Simulation Symposium, EMSS

  5. Towards a more realistic approach to the problem of detecting fuel leaks in filling stations: Mixed time windows

    Journal of Cleaner Production, Vol. 468

2023

  1. A Procedural Content Generation Algorithm for First Person Shooter and Tower Defense Games

    CEUR Workshop Proceedings

  2. Aplicaciones de robótica educativa para el desarrollo de habilidades de pensamiento computacional

    Libro de Actas de las XXX Jornadas Internacionales de Tecnología Educativa: 30 años de docencia e investigación en Tecnología Educativa: Balance y futuro

  3. Curriculum de Ciencias de la Computación en Canarias

    Innovación educativa en los tiempos de la inteligencia artificial: Actas del VII Congreso Internacional sobre Aprendizaje, Innovación y Cooperación. CINAIC 2023 (Servicio de Publicaciones), pp. 496-499

  4. Interpretable surrogate models to approximate the predictions of convolutional neural networks in glaucoma diagnosis

    Machine Learning: Science and Technology, Vol. 4, Núm. 4

  5. Riesgos del uso Chat GPT en la docencia

    Libro de Actas de las XXX Jornadas Internacionales de Tecnología Educativa: 30 años de docencia e investigación en Tecnología Educativa: Balance y futuro

2022

  1. Teaching the Virtual Brain

    Journal of Digital Imaging, Vol. 35, Núm. 6, pp. 1599-1610

2021

  1. An approach based on the ifcOWL ontology to support indoor navigation

    Egyptian Informatics Journal, Vol. 22, Núm. 1, pp. 1-13

  2. Diagnostic accuracy of adenosine deaminase for pleural tuberculosis in a low prevalence setting: A machine learning approach within a 7-year prospective multi-center study

    PLoS ONE, Vol. 16, Núm. 11 November

  3. Machine learning techniques for computer-based decision systems in the operating theatre: application to analgesia delivery

    Logic Journal of the IGPL, Vol. 29, Núm. 2, pp. 236-250