Publicaciones (44) Publicaciones de José Ignacio Estévez Damas

2024

  1. 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

2023

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

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

2020

  1. Improving robot localization using doppler-based variable sensor covariance calculation

    Sensors (Switzerland), Vol. 20, Núm. 8

2019

  1. Arquitectura para la integración de motores de videojuegos en aplicaciones basadas en interfaces cerebro-computador

    XL Jornadas de Automática: libro de actas. Ferrol, 4-6 de septiembre de 2019

2018

  1. Improving the anesthetic process by a fuzzy rule based medical decision system

    Artificial Intelligence in Medicine, Vol. 84, pp. 159-170

2011

  1. Guiding a relational learning agent with a learning classifier system

    International Conference on Intelligent Systems Design and Applications, ISDA

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

    2011 IEEE CONGRESS ON EVOLUTIONARY COMPUTATION (CEC)

  3. Using an induced relational decision tree for rule injection in a learning classifier system

    2011 IEEE Congress of Evolutionary Computation, CEC 2011

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

  2. An evolutionary Michigan recurrent fuzzy system for nuclei classification in cytological images using nuclear chromatin distribution

    Journal of Biomedical Informatics, Vol. 39, Núm. 6, pp. 573-588

2005

  1. A large deviation approach to normality testing

    Computational Statistics and Data Analysis, Vol. 49, Núm. 3, pp. 741-756

  2. An asymptotically optimal detector for Gaussianity testing

    IEEE Transactions on Signal Processing, Vol. 53, Núm. 11, pp. 4186-4193

  3. Cytological image analysis with a genetic fuzzy finite state machine

    Computer Methods and Programs in Biomedicine, Vol. 80, Núm. SUPPL. 1

  4. Intelligent system for the automated diagnosis of histological images

    WSEAS Transactions on Information Science and Applications, Vol. 2, Núm. 1, pp. 14-19

  5. Predictive simulation for multiagent resource distribution: An application in hospital management

    International Mediterranean Modeling Multiconference, I3M 2005, European Modeling Simulation Symposium, EMSS 2005

2002

  1. Cytological breast fine needle aspirate images analysis with a genetic fuzzy finite state machine

    Proceedings of the IEEE Symposium on Computer-Based Medical Systems

  2. 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