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Title Issue Date
Toward an intelligent computing system for the early diagnosis of Alzheimer's disease based on the modular hybrid growing neural gas Cabrera-Leon, Ylermi ; Fernández-López, Pablo ; Garcia Baez, Patricio ; Kluwak, Konrad ; Navarro Mesa, Juan Luis , et al Issued date: 2024 DOI: 10.1177/20552076241284349 Source: Digital Health [ISSN 2055-2076], v. 10, p. 1-6, (2024) SJR: 0,767 - Q2 JCR: 3,9 - Q1 ESCI Artículo
Current trends on the early diagnosis of Alzheimer’s Disease by means of neural computation methods Suárez-Araujo, Carmen Paz ; Cabrera-León, Ylermi ; Fernández-López, Pablo ; García Baez, Patricio Issued date: 2024 DOI: 10.24425/ijet.2024.149542 Source: International Journal of Electronics and Telecommunications. Vol. 70, Nº 2 (2024) SJR: 0,2 - Q4 ESCI MIAR ICDS: 9,5
Early diagnosis of Alzheimer’s disease based on the supervised reconfigurable growing neural gas. Towards an ehealth solution. Cabrera León, Ylermi ; Fernandez Lopez, Pablo ; García Baez, Patricio ; Suárez Araujo, Carmen Paz Issued date: 2024 Source: 1st CONGRESS-BRIDGE to AFRICA [ISBN 978-84-9042-527-5], p. 171-176 Actas de congresos
Métodos basados en computación neuronal para el diagnóstico temprano y el pronóstico de la enfermedad de Alzheimer sin utilizar biomarcadores de neuroimagen: una revisión sistemática Cabrera-León, Ylermi ; Fernández-López, Pablo ; Suárez-Araujo, Carmen Paz Issued date: 2024 DOI: 10.3233/JAD-231271 Source: Journal of Alzheimer's Disease[ISSN 1387-2877],v. 98 (3), p. 793-823, (Abril 2024) SJR: 1,172 - Q1 JCR: 4,0 - Q2 SCIE MIAR ICDS: 10,8 Artículo
Modeling the implications of nitric oxide dynamics on information transmission: An automata networks approach Fernández-López, Pablo ; García Baez, Patricio ; Cabrera-Leon, Ylermi ; Prochazka, Ales; Suárez Araujo, Carmen Paz Issued date: 2023 DOI: 10.3934/math.20231541 Source: Aims Mathematics [2473-6988], v. 8 (12), p. 30142-30181, (2023) SJR: 0,456 - Q2 JCR: 2,2 - Q1 ESCI MIAR ICDS: 8,2 Artículo
Study on Mild Cognitive Impairment and Alzheimer's Disease Classification Using a New Ontogenic Neural Architecture, the Supervised Reconfigurable Growing Neural Gas Cabrera-León, Ylermi ; García Baez, Patricio ; Fernández-López, Pablo ; Suárez-Araujo, Carmen Paz Issued date: 2023 Source: Proceedings of the 2023 Annual Modeling and Simulation Conference, ANNSIM 2023[EISSN ], p. 425-436, (Enero 2023) Actas de congresos
Volume signaling and neural-indexing by nitric oxide in artificial neural networks Fernández-López, Pablo ; Garcia Baez, Patricio ; Cabrera-Leon, Ylermi ; Navarro-Mesa, Juan L. ; Suárez-Araujo, Carmen Paz Issued date: 2022 DOI: 10.1109/ACCESS.2022.3196672 Source: IEEE Access[EISSN 2169-3536], (Enero 2022) SJR: 0,926 - Q1 JCR: 3,9 - Q2 SCIE MIAR ICDS: 10,4 Artículo
A real-time clinical decision support system, for mild cognitive impairment detection, based on a hybrid neural architecture Suárez Araujo, Carmen Paz ; García Báez, Patricio ; Cabrera León, Ylermi ; Prochazka, Ales; Rodríguez Espinosa, Norberto, et al Editor: Bangyal, Waqas Haider Issued date: 2021 DOI: 10.1155/2021/5545297 Source: Computational and Mathematical Methods in Medicine [ISSN 1748-670X], v. 2021, 5545297 SJR: 0,522 - Q2 JCR: 2,809 - Q2 SCIE MIAR ICDS: 10,8 Artículo
Detection of Alzheimer's disease versus mild cognitive impairment using a new modular hybrid neural network Sosa-Marrero, Alberto; Cabrera-León, Ylermi ; Fernández-López, Pablo ; García-Báez, Patricio; Navarro Mesa, Juan Luis , et al Issued date: 2021 Source: Advances in Computational Intelligence. Lecture Notes in Computer Science book series Actas de congresos
E-mail spam filter based on unsupervised neural architectures and thematic categories: design and analysis Cabrera-León, Ylermi ; García Báez, Patricio ; Suárez-Araujo, Carmen Paz Issued date: 2019 DOI: 10.1007/978-3-319-99283-9_12 Source: Studies in Computational Intelligence [ISSN 1860-949X], v. 792, p. 239-262 SJR: 0,215 - Q4 Capítulo de libro
Solución computacional para la detección del DCL y del DCL temprano basada en el aprendizaje automático Suárez Araujo, Carmen Paz ; Cabrera León, Ylermi ; Fernández-Viadero, C.; Rodríguez-Espinosa, N.; Báez, P. García Issued date: 2018 DOI: 10.1016/j.regg.2018.04.138 Source: Revista Española de Geriatría y Gerontología [ISSN 0211-139X], v. 53 (1), p. 53-57 SJR: 0,244 - Q3 Artículo
Classification of mild cognitive impairment stages using machine learning methods Cabrera-León, Ylermi ; García Báez, Patricio ; Ruiz Alzola, Juan ; Suárez-Araujo, Carmen Paz Issued date: 2018 DOI: 10.1109/INES.2018.8523858 Source: INES 2018 - IEEE 22nd International Conference on Intelligent Engineering Systems, Proceedings (8523858), June 21-23, 2018, Las Palmas de Gran Canaria, Spain, p. 67-72 Actas de congresos
Non-email spam and machine learning-based anti-spam filters: trends and some remarks Cabrera-León, Ylermi ; García Báez, Patricio ; Suárez-Araujo, Carmen Paz Issued date: 2018 DOI: 10.1007/978-3-319-74718-7_30 Source: Computer Aided Systems Theory – EUROCAST 2017. EUROCAST 2017. Lecture Notes in Computer Science, v. 10671 LNCS, p. 245-253 SJR: 0,283 - Q2 itemlist.container.dc.description.spiq Q1 Capítulo de libro
Self-organizing maps in the design of anti-spam filters a proposal based on thematic categories Cabrera-León, Ylermi ; García Báez, Patricio ; Suárez-Araujo, Carmen Paz Issued date: 2016 DOI: 10.5220/0006041400210032 Source: IJCCI 2016 - Proceedings of the 8th International Joint Conference on Computational Intelligence, v. 3, p. 21-32 Actas de congresos