Ingeniería Informática y de Sistemas
Departamento
Carmen Paz
Suárez Araujo
Publicaciones en las que colabora con Carmen Paz Suárez Araujo (37)
2024
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Current trends on the early diagnosis of Alzheimer’s Disease by means of neural computation methods
International Journal of Electronics and Telecommunications, Vol. 70, Núm. 2, pp. 277-283
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Early diagnosis of Alzheimer’s disease based on the supervised reconfigurable growing neural gas. Towards an eHealth solution
1st Congress Bridge to Africa: Las Palmas de Gran Canaria, 20-25.02.2024
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Neural Computation-Based Methods for the Early Diagnosis and Prognosis of Alzheimer’s Disease Not Using Neuroimaging Biomarkers: A Systematic Review
Journal of Alzheimer's Disease, Vol. 98, Núm. 3, pp. 793-823
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Toward an intelligent computing system for the early diagnosis of Alzheimer’s disease based on the modular hybrid growing neural gas
Digital Health, Vol. 10
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)
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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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)