オープン アクセスを義務付けられた論文 - Elena Hernández-Pereira詳細
一般には非公開: 4 件
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
委任: Government of Spain
A mixture of experts for classifying sleep apneas
B Guijarro-Berdinas, E Hernandez-Pereira, D Peteiro-Barral
Expert Systems with Applications 39 (8), 7084-7092, 2012
委任: Government of Spain
A comparison of performance of sleep spindle classification methods using wavelets
E Hernandez-Pereira, I Fernandez-Varela, V Moret-Bonillo
International Conference on Innovation in Medicine and Healthcare, 61-70, 2016
委任: Government of Spain
On the automation of medical knowledge and medical decision support systems
V Moret-Bonillo, I Fernández-Varela, E Hernández-Pereira, ...
Advances in Biomedical Informatics, 187-217, 2018
委任: Government of Spain
一般公開: 20 件
Human-in-the-loop machine learning: a state of the art
E Mosqueira-Rey, E Hernández-Pereira, D Alonso-Ríos, ...
Artificial Intelligence Review 56 (4), 3005-3054, 2023
委任: Government of Spain
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
委任: Government of Spain
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
委任: Government of Spain
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
委任: Government of Spain
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
委任: Government of Spain
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
委任: Government of Spain
A classification and review of tools for developing and interacting with machine learning systems
E Mosqueira-Rey, EH Pereira, D Alonso-Ríos, J Bobes-Bascarán
Proceedings of the 37th ACM/SIGAPP Symposium on Applied Computing, 1092-1101, 2022
委任: Government of Spain
Machine learning techniques to predict different levels of hospital care of CoVid-19
E Hernández-Pereira, O Fontenla-Romero, V Bolón-Canedo, ...
Applied Intelligence, 1-19, 2022
委任: Government of Spain
Sleep staging with deep learning: a convolutional model.
I Fernández-Varela, D Athanasakis, S Parsons, E Hernández-Pereira, ...
ESANN, 2018
委任: Government of Spain
FedHEONN: Federated and homomorphically encrypted learning method for one-layer neural networks
O Fontenla-Romero, B Guijarro-Berdiñas, E Hernández-Pereira, ...
Future Generation Computer Systems 149, 200-211, 2023
委任: Government of Spain
A convolutional network for the classification of sleep stages
I Fernández-Varela, E Hernández-Pereira, V Moret-Bonillo
Proceedings 2 (18), 1174, 2018
委任: Government of Spain
Addressing the data bottleneck in medical deep learning models using a human-in-the-loop machine learning approach
E Mosqueira-Rey, E Hernández-Pereira, J Bobes-Bascarán, ...
Neural Computing and Applications 36 (5), 2597-2616, 2024
委任: Government of Spain
Human-In-The-Loop machine learning for the treatment of pancreatic cancer
E Mosqueira-Rey, A Pérez-Sánchez, E Hernández-Pereira, ...
2023 International Joint Conference on Neural Networks (IJCNN), 1-9, 2023
委任: Government of Spain
Automatic detection of EEG arousals
I Fernández-Varela, E Hernández-Pereira, D Álvarez-Estévez, ...
24th European Symposium on Artificial Neural Networks Bruges, Belgium, April …, 2016
委任: Government of Spain
Federated Learning approach for SpectralClustering.
E Hernández-Pereira, O Fontenla-Romero, B Guijarro-Berdiñas, ...
ESANN, 2021
委任: Government of Spain
Understanding Machine Learning Explainability Models in the context of Pancreatic Cancer Treatment
J Bobes-Bascarán, Á Fernández-Leal, E Mosqueira-Rey, D Alonso Ríos, ...
VI Congreso Xove TIC: impulsando el talento científico. Octubre, 2023, A …, 2023
委任: Government of Spain
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