Patricio García Báez

27 papers C 2Misc 2Journal 3Unranked 18
YearRankTypeTitle / Venue / Authors
2025 J jnl
BigLSTM: Recurrent neural network for the treatment of anomalous temporal signals. Application in the prediction of endotracheal obstruction in COVID-19 patients in the intensive care unit.
Comput. Biol. Medicine
Pablo Fernández López, Patricio García Báez, Ylermi Cabrera-León, Juan L. Navarro-Mesa, Guillermo Pérez-Acosta, José Blanco-López, Carmen Paz Suárez Araujo
2023 — conf
Automatic Control of Class Weights in the Semantic Segmentation of Corrosion Compounds on Archaeological Artefacts.
IWANN (2)
Ruxandra Stoean, Patricio García Báez, Carmen Paz Suárez Araujo, Nebojsa Bacanin, Miguel A. Atencia Ruiz, Catalin Stoean
2023 — conf
Study on Mild Cognitive Impairment and Alzheimer's Disease Classification Using a New Ontogenic Neural Architecture, The Supervised Reconfigurable Growing Neural Gas.
ANNSIM
Ylermi Cabrera-León, Patricio García Báez, Pablo Fernández López, Carmen Paz Suárez Araujo
2022 J jnl
Volume Signaling and Neural-Indexing by Nitric Oxide in Artificial Neural Networks.
IEEE Access
Pablo Fernández López, Patricio García Báez, Ylermi Cabrera-León, Juan L. Navarro-Mesa, Carmen Paz Suárez Araujo
2021 J jnl
A Real-Time Clinical Decision Support System, for Mild Cognitive Impairment Detection, Based on a Hybrid Neural Architecture.
Comput. Math. Methods Medicine
Carmen Paz Suárez Araujo, Patricio García Báez, Ylermi Cabrera-León, Ales Procházka, Norberto Rodríguez Espinosa, Carlos Fernández Viadero
2021 — conf
Detection of Alzheimer's Disease Versus Mild Cognitive Impairment Using a New Modular Hybrid Neural Network.
IWANN (2)
Alberto Sosa-Marrero, Ylermi Cabrera-León, Pablo Fernández López, Patricio García Báez, Juan Luis Navarro Mesa, Carmen Paz Suárez Araujo
2021 — conf
Toward an Intelligent Computing Solution for Endotracheal Obstruction Prediction in COVID-19 Patients in ICU.
IWANN (1)
Pablo Fernández López, Carmen Paz Suárez Araujo, Patricio García Báez, Francisco J. Suárez-Díaz, Juan L. Navarro-Mesa, Guillermo Pérez-Acosta, José Blanco-López
2017 — conf
Non-email Spam and Machine Learning-Based Anti-spam Filters: Trends and Some Remarks.
EUROCAST (1)
Ylermi Cabrera-León, Patricio García Báez, Carmen Paz Suárez Araujo
2016 — conf
Self-Organizing Maps in the Design of Anti-spam Filters - A Proposal based on Thematic Categories.
IJCCI (NCTA)
Ylermi Cabrera-León, Patricio García Báez, Carmen Paz Suárez Araujo
2015 — conf
Detection of mild cognitive impairment using a counterpropagation network based system. An e-health solution.
IWCIM
Patricio García Báez, Carlos Fernández Viadero, Norberto Rodríguez Espinosa, Miguel Ángel Pérez del Pino, Carmen Paz Suárez Araujo
2015 — conf
Nitric Oxide Diffusion and Multi-compartmental Systems: Modeling and Implications.
ICONIP (3)
Pablo Fernández López, Patricio García Báez, Carmen Paz Suárez Araujo
2014 — conf
Dynamic of Nitric Oxide Diffusion in Volume Transmission: Model and Validation.
ICONIP (1)
Pablo Fernández López, Patricio García Báez, Carmen Paz Suárez Araujo
2013 — conf
Computational Study Based on Supervised Neural Architectures for Fluorescence Detection of Fungicides.
IWANN (1)
Yeray Álvarez Romero, Patricio García Báez, Carmen Paz Suárez Araujo
2012 Misc conf
A Counterpropagation Network based system for screening of Mild Cognitive Impairment.
SISY
José Manuel Martínez-García, Patricio García Báez, Miguel Ángel Pérez del Pino, Carlos Fernández Viadero, Carmen Paz Suárez Araujo
2012 — ch.
Differential Diagnosis of Dementia Using HUMANN-S Based Ensembles.
Recent Advances in Intelligent Engineering Systems
Patricio García Báez, Carmen Paz Suárez Araujo, Carlos Fernández Viadero, Ales Procházka
2012 — conf
SNEOM: A Sanger Network Based Extended Over-Sampling Method. Application to Imbalanced Biomedical Datasets.
ICONIP (4)
José Manuel Martínez-García, Carmen Paz Suárez Araujo, Patricio García Báez
2012 — ch.
Self-Organizing Maps for Early Detection of Denial of Service Attacks.
Recent Advances in Intelligent Engineering Systems
Miguel Ángel Pérez del Pino, Patricio García Báez, Pablo Fernández López, Carmen Paz Suárez Araujo
2011 — conf
EDEVITALZH: Predictive, Preventive, Participatory and Personalized e-Health Platform to Assist in the Geriatrics and Neurology Clinical Scopes.
EUROCAST (2)
Carmen Paz Suárez Araujo, Miguel Ángel Pérez del Pino, Patricio García Báez, Pablo Fernández López
2011 — conf
Neural Network Ensembles with Missing Data Processing and Data Fusion Capacities: Applications in Medicine and in the Environment.
IWANN (2)
Patricio García Báez, Carmen Paz Suárez Araujo, Pablo Fernández López
2009 C conf
A Computational Study of the Diffuse Neighbourhoods in Biological and Artificial Neural Networks.
IJCCI
Pablo Fernández López, Carmen Paz Suárez Araujo, Patricio García Báez
2009 — conf
Artificial Intelligent Systems Based on Supervised HUMANN for Differential Diagnosis of Cognitive Impairment: Towards a 4P-HCDS.
IWANN (1)
Patricio García Báez, Miguel Ángel Pérez del Pino, Carlos Fernández Viadero, Carmen Paz Suárez Araujo
2008 Misc conf
An Ensemble Approach for the Diagnosis of Cognitive Decline with Missing Data.
HAIS
Patricio García Báez, Carlos Fernández Viadero, José Regidor García, Carmen Paz Suárez Araujo
2007 C conf
Automatic Prognostic Determination and Evolution of Cognitive Decline Using Artificial Neural Networks.
IDEAL
Patricio García Báez, Carmen Paz Suárez Araujo, Carlos Fernández Viadero, José Regidor García
2005 — conf
Study of Nitric Oxide Effect in the Hebbian Learning: Towards a Diffusive Hebb's Law.
ICANN (1)
Carmen Paz Suárez Araujo, Pablo Fernández López, Patricio García Báez, José Regidor García
2003 — conf
Diffusion Associative Network: Diffusive Hybrid Neuromodulation and Volume Learning.
IWANN (1)
Pablo Fernández López, Carmen Paz Suárez Araujo, Patricio García Báez, G. Sanchez Martin
2001 — conf
Extension of HUMANN for Dealing with Noise and with Classes of Different Shape and Size: A Parametric Study.
IWANN (2)
Patricio García Báez, Carmen Paz Suárez Araujo, Pablo Fernández López
2001 — conf
Towards a Model of Volume Transmission in Biological and Artificial Neural Networks: A CAST Approach.
EUROCAST
Carmen Paz Suárez Araujo, Pablo Fernández López, Patricio García Báez