Publications (17) Publications in which a researcher has participated

filter_list Artificial Intelligence

2024

  1. 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

  2. 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. Comparison of the Performance of Convolutional Neural Networks and Vision Transformer-Based Systems for Automated Glaucoma Detection with Eye Fundus Images

    Applied Sciences (Switzerland), Vol. 13, Núm. 23

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

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

2021

  1. Soil micromorphological image classification using deep learning: The porosity parameter

    Applied Soft Computing, Vol. 102

2018

  1. Improving odometric accuracy for an autonomous electric cart

    Sensors (Switzerland), Vol. 18, Núm. 1

2015

  1. Ant Colony Optimization Inspired Algorithm for 3D Object Segmentation into its Constituent Parts

    Neural Processing Letters, Vol. 42, Núm. 1, pp. 139-153

2011

  1. Using an Induced Relational Decision Tree for Rule Injection in a Learning Classifier System

    2011 IEEE CONGRESS ON EVOLUTIONARY COMPUTATION (CEC)

2009

  1. SIMULATION-BASED OPTIMIZATION OF PROCESS NETWORK SYNTHESIS USING STRUCTURED-STATE REINFORCEMENT LEARNING

    EMSS 2009: 21ST EUROPEAN MODELING AND SIMULATION SYMPOSIUM, VOL II

  2. Simulation-based optimization of Process Network Synthesis using structured-state reinforcement learning

    21st European Modeling and Simulation Symposium, EMSS 2009

2008

  1. Learning to design complex systems using frequent graph patterns

    International Conference on Machine Learning ICML (2008. Finland)

2006

  1. A neural network approach to normality testing

    Intelligent Data Analysis, Vol. 10, Núm. 6, pp. 509-519

2002

  1. Autonomous evolutionary algorithm in medical data analysis

    PROCEEDINGS OF THE 15TH IEEE SYMPOSIUM ON COMPUTER-BASED MEDICAL SYSTEMS

  2. Autonomous evolutionary algorithm in medical data analysis

    Proceedings of the IEEE Symposium on Computer-Based Medical Systems

  3. Diseño de una clase de sistemas borrosos recurrentes mediante algoritmos genéticos para la tarea de clasificación de patrones

    Jornadas de Automática (23ª.2002. La Laguna)

  4. Diseño de una clase de sistemas borrosos recurrentes mediante algoritmos genéticos para la tarea de clasificación de patrones

    Actas de la XXIII Jornadas de Automática: Universidad de La Laguna, 9, 10 y 11 de septiembre de 2002 - Tenerife

  5. Two problems in fuzzy state machine design: Structure definition and rule base simplification

    IFAC Proceedings Volumes (IFAC-PapersOnline)