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García Baez, Patricio

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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 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
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
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
Automatic control of class weights in the semantic segmentation of corrosion compounds on archaeological artefacts Stoean, Ruxandra; García Baez, Patricio ; Suárez Araujo, Carmen Paz ; Bacanin, Nebojsa; Atencia, Miguel, et al Issued date: 2023 DOI: 10.1007/978-3-031-43078-7_38 Source: Advances in Computational Intelligence. IWANN 2023-Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) [ISSN 0302-9743],v. 14135 LNCS, p. 467-478, (October 2023) SJR: 0,606 - Q2 MIAR ICDS: 10,0 Actas de congresos
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
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
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
Toward an intelligent computing solution for endotracheal obstruction prediction in COVID-19 patients in ICU Fernández-López, Pablo ; Suárez-Araujo, Carmen Paz ; García Báez, Patricio ; Suárez Díaz, Francisco ; Navarro-Mesa, Juan L. , et al Issued date: 2021 DOI: 10.1007/978-3-030-85030-2_6 Source: Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) [ISSN 0302-9743], v. 12861 LNCS, p. 61-73, (Enero 2021) SJR: 0,407 - Q2 MIAR ICDS: 10,0 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
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
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
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
Supervised neural computing solutions for fluorescence identification of benzimidazole fungicides. Data and decision fusion strategies Suárez-Araujo, Carmen Paz ; García Báez, Patricio ; Sánchez Rodríguez, Álvaro; Santana-Rodrríguez, José Juan Issued date: 2016 DOI: 10.1007/s11356-016-7129-8 Source: Environmental Science and Pollution Research[ISSN 0944-1344],v. 23, p. 24547-24559 SJR: 0,813 - Q1 JCR: 2,741 - Q2 SCIE Artículo
Detection of mild cognitive impairment using a counterpropagation network based system. An e-health solution García Báez, P. ; Fernandez Vzadero, C.; Rodriguez Espinosa, N.; Pérez Del Pino, Miguel Angel ; Suarez-Araujo, C. P. Issued date: 2015 DOI: 10.1109/IWCIM.2015.7347094 Source: 2015 International Workshop on Computational Intelligence for Multimedia Understanding, IWCIM 2015 (7347094) Actas de congresos
Nitric oxide diffusion and multi-compartmental systems: modeling and implications Fernández López, Pablo Carmelo ; García Báez, Patricio ; Suárez Araujo, Carmen Paz Issued date: 2015 DOI: 10.1007/978-3-319-26555-1_59 Source: Neural Information Processing. ICONIP 2015. Lecture Notes in Computer Science, v. 9491 LNCS, p. 523-531 SJR: 0,328 - Q3 itemlist.container.dc.description.spiq Q1 Capítulo de libro
Dynamic of nitric oxide diffusion in volume transmission: model and validation Fernández López, Pablo Carmelo ; García Báez, Patricio ; Suárez Araujo, Carmen Paz Issued date: 2014 DOI: 10.1007/978-3-319-12637-1_7 Source: Neural Information Processing. ICONIP 2014. Lecture Notes in Computer Science, v. 8834 LNCS, p. 50-58, (2014) SJR: 0,325 - Q3 itemlist.container.dc.description.spiq Q1 Capítulo de libro
Technological infrastructure and business intelligence strategies for the EDEVITALZH eHealth Delivery System Pérez Del Pino, M. A. ; García Báez, P. ; Martinez-Garcia, J. M.; Suarez-Araujo, C. P. Issued date: 2014 DOI: 10.1007/978-3-319-01436-4_8 Source: Advanced Methods And Applications In Computational Intelligence / Ryszard Klempous [et al.] (eds.). TIEI, v. 6, p. 145-164, (2014) Actas de congresos
Computational study based on supervised neural architectures for fluorescence detection of fungicides Álvarez Romero, Yeray; Garcia Baez, Patricio ; Suarez Araujo, Carmen Paz Issued date: 2013 DOI: 10.1007/978-3-642-38679-4_10 Source: Advances In Computational Intelligence, Part I [ISSN 0302-9743], v. 7902, p. 114-123, (2013) SJR: 0,329 - Q3 Actas de congresos
EDEVITALZH: predictive, preventive, participatory and personalized e-health platform to assist in the geriatrics and neurology clinical scopes Suárez Araujo, Carmen Paz ; Pérez Del Pino, Miguel Angel ; García Báez, Patricio ; Fernández López, Pablo Issued date: 2012 DOI: 10.1007/978-3-642-27579-1_34 Source: Moreno-Díaz R., Pichler F., Quesada-Arencibia A. (eds) Computer Aided Systems Theory – EUROCAST 2011. EUROCAST 2011. Lecture Notes in Computer Science, vol 6928. Springer, Berlin, Heidelberg SJR: 0,323 - Q3 Actas de congresos