Publications (42)

2021

  1. 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)

  2. 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)

  3. 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

2019

  1. 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

  1. 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)

  2. Classification of Mild Cognitive Impairment Stages Using Machine Learning Methods

    INES 2018 - IEEE 22nd International Conference on Intelligent Engineering Systems, Proceedings

2016

  1. 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

  2. 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

  1. 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)

  2. 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

2014

  1. 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

  1. 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

  1. Self-organizing maps for early detection of denial of service attacks

    Studies in Computational Intelligence

  2. 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)

  3. 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)

  4. Differential diagnosis of dementia using HUMANN-S based ensembles

    Studies in Computational Intelligence

  5. A Counterpropagation Network based system for screening of Mild Cognitive Impairment

    2012 IEEE 10th Jubilee International Symposium on Intelligent Systems and Informatics, SISY 2012

2011

  1. ANDINO: Automata network model for the diffusion of nitric oxide in biological and artificial neural systems. A preliminary study

    12th IEEE International Symposium on Computational Intelligence and Informatics, CINTI 2011 - Proceedings

  2. Artificial neural networks in Alzheimer'S diagnosis: A perspective

    Alzheimer's Disease Research Journal, Vol. 4, Núm. 4, pp. 413-442