Patricio
García Báez
Profesor Contratado Doctor
Universidad de Las Palmas de Gran Canaria
Las Palmas de Gran Canaria, EspañaPublikationen in Zusammenarbeit mit Forschern von Universidad de Las Palmas de Gran Canaria (40)
2023
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Automatic Control of Class Weights in the Semantic Segmentation of Corrosion Compounds on Archaeological Artefacts
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
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Modeling the implications of nitric oxide dynamics on information transmission: An automata networks approach
AIMS Mathematics, Vol. 8, Núm. 12, pp. 30142-30181
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Study on Mild Cognitive Impairment and Alzheimer's Disease Classification Using a New Ontogenic Neural Architecture, the Supervised Reconfigurable Growing Neural Gas
Proceedings of the 2023 Annual Modeling and Simulation Conference, ANNSIM 2023
2022
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Volume Signaling and Neural-Indexing by Nitric Oxide in Artificial Neural Networks
IEEE Access, Vol. 10, pp. 82246-82258
2021
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A Real-Time Clinical Decision Support System, for Mild Cognitive Impairment Detection, Based on a Hybrid Neural Architecture
Computational and Mathematical Methods in Medicine, Vol. 2021
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Detection of Alzheimer’s Disease Versus Mild Cognitive Impairment Using a New Modular Hybrid Neural Network
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
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Toward an Intelligent Computing Solution for Endotracheal Obstruction Prediction in COVID-19 Patients in ICU
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2019
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E-mail spam filter based on unsupervised neural architectures and thematic categories: Design and analysis
Studies in Computational Intelligence (Springer Verlag), pp. 239-262
2018
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Classification of Mild Cognitive Impairment Stages Using Machine Learning Methods
INES 2018 - IEEE 22nd International Conference on Intelligent Engineering Systems, Proceedings
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Non-email spam and machine learning-based anti-spam filters: Trends and some remarks
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2016
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Self-organizing maps in the design of anti-spam filters a proposal based on thematic categories
IJCCI 2016 - Proceedings of the 8th International Joint Conference on Computational Intelligence
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Supervised neural computing solutions for fluorescence identification of benzimidazole fungicides. Data and decision fusion strategies
Environmental Science and Pollution Research, Vol. 23, Núm. 24, pp. 24547-24559
2015
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Detection of mild cognitive impairment using a counterpropagation network based system. An e-health solution
2015 International Workshop on Computational Intelligence for Multimedia Understanding, IWCIM 2015
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Nitric oxide diffusion and multi-compartmental systems: Modeling and implications
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2014
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Dynamic of Nitric Oxide diffusion in volume transmission: Model and validation
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), Vol. 8834, pp. 50-58
2013
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Computational study based on supervised neural architectures for fluorescence detection of fungicides
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2012
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A Counterpropagation Network based system for screening of Mild Cognitive Impairment
2012 IEEE 10th Jubilee International Symposium on Intelligent Systems and Informatics, SISY 2012
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Differential diagnosis of dementia using HUMANN-S based ensembles
Studies in Computational Intelligence
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EDEVITALZH: Predictive, preventive, participatory and personalized e-Health platform to assist in the geriatrics and neurology clinical scopes
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
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SNEOM: A sanger network based extended over-sampling method. Application to imbalanced biomedical datasets
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)