Publications (205)

¹ Publicaciones consideradas como producción del grupo

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2025

  1. Aplicación de grandes modelos de lenguaje en diagnóstico de glaucoma

    Jornadas de Automática, Núm. 46

  2. Aplicación de modelos de lenguaje de gran tamaño para la recuperación de información legal

    Simposios del Comité Español de Automática, Vol. 1, Núm. 2

  3. Automatización robótica de expedientes de justicia ( ARDE-J)

    Simposios del Comité Español de Automática, Vol. 1, Núm. 2

  4. Automatizando la justicia: De descripciones verbales a modelos BPMN mediante IA multimodal

    Simposios del Comité Español de Automática, Vol. 1, Núm. 2

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

    XIX Simposio CEA de Control Inteligente: libro de actas

  6. 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

  7. 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

  8. Systematic application of saliency maps to explain the decisions of convolutional neural networks for glaucoma diagnosis based on disc and cup geometry

    Biomedical Physics and Engineering Express, Vol. 11, Núm. 2

  9. 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

  10. Using Shapley Values to Explain the Decisions of Convolutional Neural Networks in Glaucoma Diagnosis

    Algorithms, Vol. 18, Núm. 8

  11. Vulnerabilities of machine learning algorithms to adversarial attacks in medical images

    Proceedings - European Council for Modelling and Simulation, ECMS

2024

  1. A Fuzzy Decision Support System for Real Estate Valuations

    Electronics (Switzerland), Vol. 13, Núm. 24

  2. Design and validation of an artificial intelligence system to detect the quality of colon cleansing before colonoscopy

    Gastroenterologia y Hepatologia, Vol. 47, Núm. 5, pp. 481-490

  3. El problema de la interpretabilidad de la Inteligencia Artificial y su impacto en la Administración Pública

    Revista Canaria de Administración Pública, Núm. 3, pp. 175-202

  4. Energy Forecasting Using Intelligent Models

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

  5. Fovea localization in retinal images using spatial color histograms

    Multimedia Tools and Applications, Vol. 83, Núm. 6, pp. 17753-17771

  6. In-Depth Evaluation of Saliency Maps for Interpreting Convolutional Neural Network Decisions in the Diagnosis of Glaucoma Based on Fundus Imaging

    Sensors, Vol. 24, Núm. 1

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

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

  8. Photovoltaic Generation Forecasting for Intelligent Management in Energy Communities

    Lecture Notes in Networks and Systems

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

    European Modeling and Simulation Symposium, EMSS