Elena Hernández-Pereira
Elena Hernández-Pereira
Profesora Titular de la Universidade da Coruña
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An intelligent system for forest fire risk prediction and fire fighting management in Galicia
A Alonso-Betanzos, O Fontenla-Romero, B Guijarro-Berdiñas, ...
Expert systems with applications 25 (4), 545-554, 2003
An intelligent system for the detection and interpretation of sleep apneas
M Cabrero-Canosa, M Castro-Pereiro, M Graña-Ramos, ...
Expert Systems with Applications 24 (4), 335-349, 2003
Intelligent diagnosis of sleep apnea syndrome
M Cabrero-Canosa, E Hernandez-Pereira, V Moret-Bonillo
IEEE Engineering in medicine and biology Magazine 23 (2), 72-81, 2004
Conversion methods for symbolic features: A comparison applied to an intrusion detection problem
E Hernández-Pereira, JA Suárez-Romero, O Fontenla-Romero, ...
Expert Systems with Applications 36 (7), 10612-10617, 2009
A method for the automatic analysis of the sleep macrostructure in continuum
D Álvarez-Estévez, JM Fernández-Pastoriza, E Hernández-Pereira, ...
Expert Systems with Applications 40 (5), 1796-1803, 2013
A neural network approach for forestal fire risk estimation
A Alonso-Betanzos, O Fontenla-Romero, B Guijarro-Berdiñas, ...
Proceedings of the 15th European Conference on Artificial Intelligence, 643-647, 2002
Combining machine learning models for the automatic detection of EEG arousals
I Fernández-Varela, E Hernández-Pereira, D Álvarez-Estévez, ...
Neurocomputing 268, 100-108, 2017
A comparison of performance of K-complex classification methods using feature selection
E Hernández-Pereira, V Bolón-Canedo, N Sánchez-Maroño, ...
Information Sciences 328, 1-14, 2016
Automatic classification of respiratory patterns involving missing data imputation techniques
EM Hernández-Pereira, D Álvarez-Estévez, V Moret-Bonillo
Biosystems Engineering 138, 65-76, 2015
Intelligent approach for analysis of respiratory signals and oxygen saturation in the sleep apnea/hypopnea syndrome
V Moret-Bonillo, D Alvarez-Estévez, A Fernández-Leal, ...
The open medical informatics journal 8 (1), 2014
A mixture of experts for classifying sleep apneas
B Guijarro-Berdiñas, E Hernández-Pereira, D Peteiro-Barral
Expert Systems with Applications 39 (8), 7084-7092, 2012
Integration of data, information and knowledge in intelligent patient monitoring
V Moret-Bonillo, MJ Cabrero-Canosa, EM Hernandez-Pereira
Expert Systems with Applications 15 (2), 155-163, 1998
A simple and robust method for the automatic scoring of EEG arousals in polysomnographic recordings
I Fernández-Varela, D Alvarez-Estevez, E Hernández-Pereira, ...
Computers in Biology and Medicine 87, 77-86, 2017
Sleep staging with deep learning: a convolutional model.
I Fernández-Varela, D Athanasakis, S Parsons, E Hernández-Pereira, ...
ESANN, 2018
A convolutional network for sleep stages classification
I Fernández-Varela, E Hernández-Pereira, D Alvarez-Estevez, ...
arXiv preprint arXiv:1902.05748, 2019
A convolutional network for the classification of sleep stages
I Fernández-Varela, E Hernández-Pereira, V Moret-Bonillo
Multidisciplinary Digital Publishing Institute Proceedings 2 (18), 1174, 2018
Human-in-the-loop machine learning: A state of the art
E Mosqueira-Rey, E Hernández-Pereira, D Alonso-Ríos, ...
Artificial Intelligence Review, 1-50, 2022
Machine learning techniques to predict different levels of hospital care of CoVid-19
E Hernández-Pereira, O Fontenla-Romero, V Bolón-Canedo, ...
Applied Intelligence 52 (6), 6413-6431, 2022
Electrical distribution grid visualization using programmable GPUs
JN Rodríguez, MC Canosa, EHH Pereira
ECTI-CON2010: The 2010 ECTI International Confernce on Electrical …, 2010
Electrical distribution grid visualization using programmable GPUs
JN Rodríguez, MC Canosa, EHH Pereira
ECTI-CON2010: The 2010 ECTI International Confernce on Electrical …, 2010
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