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Carmen Paz Suárez Araujo

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2020 – today

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2023
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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: 425-436
[c30]
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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: 467-478
2022
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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: 82246-82258 (2022)
2021
[j3]
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Hana Charvátová, Ales Procházka, Oldrich Vysata, Carmen Paz Suárez Araujo, Jonathan Smith:
Evaluation of Accelerometric and Cycling Cadence Data for Motion Monitoring. IEEE Access 9: 129256-129263 (2021)
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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: 5545297:1-5545297:9 (2021)
[c29]
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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:
A Bayesian Classifier Combination Methodology for Early Detection of Endotracheal Obstruction of COVID-19 Patients in ICU. IWANN (1) 2021: 49-60
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Pablo Fernández López, Carmen Paz Suárez Araujo, Patricio García Báez, Francisco J. 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: 61-73
[c27]
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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: 223-235

2010 – 2019

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2019
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Iván Guerra Moreno, Juan L. Navarro-Mesa, Antonio G. Ravelo-García, Carmen Paz Suárez Araujo:
On the Application of a Recurrent Neural Network for Rainfall Quantification Based on the Received Signal from Microwave Links. IWANN (1) 2019: 39-51
2017
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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: 245-253
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Ales Procházka, Jirí Kuchynka, Mohammadreza Yadollahi, Carmen Paz Suárez Araujo, Oldrich Vysata:
Adaptive segmentation of multimodal polysomnography data for sleep stages detection. DSP 2017: 1-4
2016
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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: 21-32
[c22]
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Ales Procházka, Oldrich Vysata, Martin Schätz, Hana Charvátová, Carmen Paz Suárez Araujo, Oana Geman, Vladimír Marík:
Video processing and 3D modelling of chest movement using MS Kinect depth sensor. IWCIM 2016: 1-5
2015
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Pablo Fernández López, Patricio García Báez, Carmen Paz Suárez Araujo:
Nitric Oxide Diffusion and Multi-compartmental Systems: Modeling and Implications. ICONIP (3) 2015: 523-531
[c20]
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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: 1-5
2014
[c19]
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Pablo Fernández López, Patricio García Báez, Carmen Paz Suárez Araujo:
Dynamic of Nitric Oxide Diffusion in Volume Transmission: Model and Validation. ICONIP (1) 2014: 50-58
2013
[c18]
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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: 114-123
2012
[c17]
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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: 584-592
[c16]
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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: 67-72
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Miguel Ángel Pérez del Pino, Patricio García Báez, Pablo Fernández López, Carmen Paz Suárez Araujo:
Self-Organizing Maps for Early Detection of Denial of Service Attacks. Recent Advances in Intelligent Engineering Systems 2012: 195-219
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Patricio García Báez, Carmen Paz Suárez Araujo, Carlos Fernández Viadero, Ales Procházka:
Differential Diagnosis of Dementia Using HUMANN-S Based Ensembles. Recent Advances in Intelligent Engineering Systems 2012: 305-324
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Ales Procházka, Martina Mudrová, Oldrich Vysata, Lucie Gráfová, Carmen Paz Suárez Araujo:
Computational Intelligence in Multi-channel EEG Signal Analysis. Recent Advances in Intelligent Engineering Systems 2012: 361-381
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János C. Fodor, Ryszard Klempous, Carmen Paz Suárez Araujo:
Recent Advances in Intelligent Engineering Systems. Studies in Computational Intelligence 378, Springer 2012, ISBN 978-3-642-23228-2 [contents]
2011
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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: 264-271
[c14]
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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: 169-176

2000 – 2009

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2009
[c13]
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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: 490-495
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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: 981-988
2008
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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: 353-360
2007
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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: 898-907
2005
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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: 247-253
2003
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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: 54-61
2001
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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: 328-342
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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: 96-103
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José Barahona da Fonseca, Isabel Barahona da Fonseca, Carmen Paz Suárez Araujo, José Simões da Fonseca:
The Chemical Metaphor in Neural Computation. IWANN (1) 2001: 184-195

1990 – 1999

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1997
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Carmen Paz Suárez Araujo:
Novel Neural Network Models for Computing Homothetic Invariances: An Image Algebra Notation. J. Math. Imaging Vis. 7(1): 69-83 (1997)
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João Pedro Guerreiro Neto, Hava T. Siegelmann, José Félix Costa, Carmen Paz Suárez Araujo:
Turing Universality of Neural Nets (Revisited). EUROCAST 1997: 361-366
1995
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Carmen Paz Suárez Araujo, Roberto Moreno-Díaz:
Intersensorial Transformations: General Systems Description and Implications. EUROCAST 1995: 73-87
1991
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Carmen Paz Suárez Araujo, Roberto Moreno-Díaz:
Neural Structures to Compute Homothetic Invariances for Artificial Perception Systems. EUROCAST 1991: 525-538

1980 – 1989

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1989
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Carmen Paz Suárez Araujo, Roberto Moreno-Díaz Jr.:
Bases of a CAST System for Formal Neural Nets. EUROCAST 1989: 232-242

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