Carmen Paz Suárez Araujo

41 papers C 2Misc 2Journal 5Unranked 28
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
2024 — conf
Advancements and Applications of Medical Human Digital Twin Technology in Cerebral Palsy Diagnosis, Therapy, and Rehabilitation.
EUROCAST (2)
Marek Kulbacki, Jakub Segen, Michal Kulbacki, Zenon Chaczko, Wojciech Bozejko, Carmen Paz Suárez Araujo, Ryszard Klempous, Marcin Bonikowski
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 — conf
A Bayesian Classifier Combination Methodology for Early Detection of Endotracheal Obstruction of COVID-19 Patients in ICU.
IWANN (1)
Francisco J. Suárez-Díaz, Juan L. Navarro-Mesa, Antonio G. Ravelo-García, Pablo Fernández López, Carmen Paz Suárez Araujo, Guillermo Pérez-Acosta, Luciano Santana-Cabrera
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 J jnl
Evaluation of Accelerometric and Cycling Cadence Data for Motion Monitoring.
IEEE Access
Hana Charvátová, Ales Procházka, Oldrich Vysata, Carmen Paz Suárez Araujo, Jonathan Smith
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
2019 — conf
On the Application of a Recurrent Neural Network for Rainfall Quantification Based on the Received Signal from Microwave Links.
IWANN (1)
Iván Guerra Moreno, Juan L. Navarro-Mesa, Antonio G. Ravelo-García, Carmen Paz Suárez Araujo
2017 — conf
Adaptive segmentation of multimodal polysomnography data for sleep stages detection.
DSP
Ales Procházka, Jirí Kuchynka, Mohammadreza Yadollahi, Carmen Paz Suárez Araujo, Oldrich Vysata
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
2016 — conf
Video processing and 3D modelling of chest movement using MS Kinect depth sensor.
IWCIM
Ales Procházka, Oldrich Vysata, Martin Schätz, Hana Charvátová, Carmen Paz Suárez Araujo, Oana Geman, Vladimír Marík
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.
Computational Intelligence in Multi-channel EEG Signal Analysis.
Recent Advances in Intelligent Engineering Systems
Ales Procházka, Martina Mudrová, Oldrich Vysata, Lucie Gráfová, 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 — book
Recent Advances in Intelligent Engineering Systems
János C. Fodor, Ryszard Klempous, Carmen Paz Suárez Araujo
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
The Chemical Metaphor in Neural Computation.
IWANN (1)
José Barahona da Fonseca, Isabel Barahona da Fonseca, Carmen Paz Suárez Araujo, José Simões da Fonseca
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
1997 J jnl
Novel Neural Network Models for Computing Homothetic Invariances: An Image Algebra Notation.
J. Math. Imaging Vis.
Carmen Paz Suárez Araujo
1997 — conf
Turing Universality of Neural Nets (Revisited).
EUROCAST
João Pedro Guerreiro Neto, Hava T. Siegelmann, José Félix Costa, Carmen Paz Suárez Araujo
1995 — conf
Intersensorial Transformations: General Systems Description and Implications.
EUROCAST
Carmen Paz Suárez Araujo, Roberto Moreno-Díaz
1991 — conf
Neural Structures to Compute Homothetic Invariances for Artificial Perception Systems.
EUROCAST
Carmen Paz Suárez Araujo, Roberto Moreno-Díaz
1989 — conf
Bases of a CAST System for Formal Neural Nets.
EUROCAST
Carmen Paz Suárez Araujo, Roberto Moreno-Díaz Jr.