Patricio García Báez

Publication Activity (10 Years)

Years Active: 2001-2023
Publications (10 Years): 8

Top Topics

Decision Support System

Neural Architecture

Top Venues

Publications

Ruxandra Stoean, Patricio García Báez, Carmen Paz Suárez Araujo, Nebojsa Bacanin, Miguel A. Atencia Ruiz, Catalin Stoean
Automatic Control of Class Weights in the Semantic Segmentation of Corrosion Compounds on Archaeological Artefacts. IWANN (2) (2023)
Ylermi Cabrera-León, Patricio García Báez, Pablo Fernández López, Carmen Paz Suárez Araujo
Study on Mild Cognitive Impairment and Alzheimer's Disease Classification Using a New Ontogenic Neural Architecture, The Supervised Reconfigurable Growing Neural Gas. ANNSIM (2023)
Pablo Fernández López, Patricio García Báez, Ylermi Cabrera-León, Juan L. Navarro-Mesa, Carmen Paz Suárez Araujo
Volume Signaling and Neural-Indexing by Nitric Oxide in Artificial Neural Networks. IEEE Access 10 (2022)
Alberto Sosa-Marrero, Ylermi Cabrera-León, Pablo Fernández López, Patricio García Báez, Juan Luis Navarro Mesa, Carmen Paz Suárez Araujo
Detection of Alzheimer's Disease Versus Mild Cognitive Impairment Using a New Modular Hybrid Neural Network. IWANN (2) (2021)
Carmen Paz Suárez Araujo, Patricio García Báez, Ylermi Cabrera-León, Ales Procházka, Norberto Rodríguez Espinosa, Carlos Fernández Viadero
A Real-Time Clinical Decision Support System, for Mild Cognitive Impairment Detection, Based on a Hybrid Neural Architecture. Comput. Math. Methods Medicine 2021 (2021)
Pablo Fernández López, Carmen Paz Suárez Araujo, Patricio García Báez, Francisco Suárez-Díaz, Juan L. Navarro-Mesa, Guillermo Pérez-Acosta, José Blanco-López
Toward an Intelligent Computing Solution for Endotracheal Obstruction Prediction in COVID-19 Patients in ICU. IWANN (1) (2021)
Ylermi Cabrera-León, Patricio García Báez, Carmen Paz Suárez Araujo
Non-email Spam and Machine Learning-Based Anti-spam Filters: Trends and Some Remarks. EUROCAST (1) (2017)
Ylermi Cabrera-León, Patricio García Báez, Carmen Paz Suárez Araujo
Self-Organizing Maps in the Design of Anti-spam Filters - A Proposal based on Thematic Categories. IJCCI (NCTA) (2016)
Pablo Fernández López, Patricio García Báez, Carmen Paz Suárez Araujo
Nitric Oxide Diffusion and Multi-compartmental Systems: Modeling and Implications. ICONIP (3) (2015)
Patricio García Báez, Carlos Fernández Viadero, Norberto Rodríguez Espinosa, Miguel Ángel Pérez del Pino, Carmen Paz Suárez Araujo
Detection of mild cognitive impairment using a counterpropagation network based system. An e-health solution. IWCIM (2015)
Pablo Fernández López, Patricio García Báez, Carmen Paz Suárez Araujo
Dynamic of Nitric Oxide Diffusion in Volume Transmission: Model and Validation. ICONIP (1) (2014)
Yeray Álvarez Romero, Patricio García Báez, Carmen Paz Suárez Araujo
Computational Study Based on Supervised Neural Architectures for Fluorescence Detection of Fungicides. IWANN (1) (2013)
José Manuel Martínez-García, Patricio García Báez, Miguel Ángel Pérez del Pino, Carlos Fernández Viadero, Carmen Paz Suárez Araujo
A Counterpropagation Network based system for screening of Mild Cognitive Impairment. SISY (2012)
José Manuel Martínez-García, Carmen Paz Suárez Araujo, Patricio García Báez
SNEOM: A Sanger Network Based Extended Over-Sampling Method. Application to Imbalanced Biomedical Datasets. ICONIP (4) (2012)
Patricio García Báez, Carmen Paz Suárez Araujo, Pablo Fernández López
Neural Network Ensembles with Missing Data Processing and Data Fusion Capacities: Applications in Medicine and in the Environment. IWANN (2) (2011)
Carmen Paz Suárez Araujo, Miguel Ángel Pérez del Pino, Patricio García Báez, Pablo Fernández López
EDEVITALZH: Predictive, Preventive, Participatory and Personalized e-Health Platform to Assist in the Geriatrics and Neurology Clinical Scopes. EUROCAST (2) (2011)
Pablo Fernández López, Carmen Paz Suárez Araujo, Patricio García Báez
A Computational Study of the Diffuse Neighbourhoods in Biological and Artificial Neural Networks. IJCCI (2009)
Patricio García Báez, Miguel Ángel Pérez del Pino, Carlos Fernández Viadero, Carmen Paz Suárez Araujo
Artificial Intelligent Systems Based on Supervised HUMANN for Differential Diagnosis of Cognitive Impairment: Towards a 4P-HCDS. IWANN (1) (2009)
Patricio García Báez, Carlos Fernández Viadero, José Regidor García, Carmen Paz Suárez Araujo
An Ensemble Approach for the Diagnosis of Cognitive Decline with Missing Data. HAIS (2008)
Patricio García Báez, Carmen Paz Suárez Araujo, Carlos Fernández Viadero, José Regidor García
Automatic Prognostic Determination and Evolution of Cognitive Decline Using Artificial Neural Networks. IDEAL (2007)
Carmen Paz Suárez Araujo, Pablo Fernández López, Patricio García Báez, José Regidor García
Study of Nitric Oxide Effect in the Hebbian Learning: Towards a Diffusive Hebb's Law. ICANN (1) (2005)
Pablo Fernández López, Carmen Paz Suárez Araujo, Patricio García Báez, G. Sanchez Martin
Diffusion Associative Network: Diffusive Hybrid Neuromodulation and Volume Learning. IWANN (1) (2003)
Carmen Paz Suárez Araujo, Pablo Fernández López, Patricio García Báez
Towards a Model of Volume Transmission in Biological and Artificial Neural Networks: A CAST Approach. EUROCAST (2001)
Patricio García Báez, Carmen Paz Suárez Araujo, Pablo Fernández López
Extension of HUMANN for Dealing with Noise and with Classes of Different Shape and Size: A Parametric Study. IWANN (2) (2001)