José Ignacio
Estévez Damas
Profesor Titular Universidad
Publicacións (43) Publicacións nas que participase algún/ha investigador/a
2024
2023
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Interpretable surrogate models to approximate the predictions of convolutional neural networks in glaucoma diagnosis
Machine Learning: Science and Technology, Vol. 4, Núm. 4
2020
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Improving robot localization using doppler-based variable sensor covariance calculation
Sensors (Switzerland), Vol. 20, Núm. 8
2019
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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
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Improving the anesthetic process by a fuzzy rule based medical decision system
Artificial Intelligence in Medicine, Vol. 84, pp. 159-170
2011
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Guiding a relational learning agent with a learning classifier system
International Conference on Intelligent Systems Design and Applications, ISDA
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Using an Induced Relational Decision Tree for Rule Injection in a Learning Classifier System
2011 IEEE CONGRESS ON EVOLUTIONARY COMPUTATION (CEC)
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Using an induced relational decision tree for rule injection in a learning classifier system
2011 IEEE Congress of Evolutionary Computation, CEC 2011
2009
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SIMULATION-BASED OPTIMIZATION OF PROCESS NETWORK SYNTHESIS USING STRUCTURED-STATE REINFORCEMENT LEARNING
EMSS 2009: 21ST EUROPEAN MODELING AND SIMULATION SYMPOSIUM, VOL II
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Simulation-based optimization of Process Network Synthesis using structured-state reinforcement learning
21st European Modeling and Simulation Symposium, EMSS 2009
2008
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Learning to design complex systems using frequent graph patterns
International Conference on Machine Learning ICML (2008. Finland)
2006
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A neural network approach to normality testing
Intelligent Data Analysis, Vol. 10, Núm. 6, pp. 509-519
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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
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A large deviation approach to normality testing
Computational Statistics and Data Analysis, Vol. 49, Núm. 3, pp. 741-756
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An asymptotically optimal detector for Gaussianity testing
IEEE Transactions on Signal Processing, Vol. 53, Núm. 11, pp. 4186-4193
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Cytological image analysis with a genetic fuzzy finite state machine
Computer Methods and Programs in Biomedicine, Vol. 80, Núm. SUPPL. 1
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Intelligent system for the automated diagnosis of histological images
WSEAS Transactions on Information Science and Applications, Vol. 2, Núm. 1, pp. 14-19
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Predictive simulation for multiagent resource distribution: An application in hospital management
International Mediterranean Modeling Multiconference, I3M 2005, European Modeling Simulation Symposium, EMSS 2005
2002
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Cytological breast fine needle aspirate images analysis with a genetic fuzzy finite state machine
Proceedings of the IEEE Symposium on Computer-Based Medical Systems
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Integrating multimedia technology, knowledge based system, and speech processing for the diagnostic and treatment of developmental dyslexia
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)