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Isaac Fernández-Varela
Isaac Fernández-Varela
Verified email at udc.es
Title
Cited by
Cited by
Year
A systematic approach to API usability: Taxonomy-derived criteria and a case study
E Mosqueira-Rey, D Alonso-Ríos, V Moret-Bonillo, I Fernández-Varela, ...
Information and Software Technology 97, 46-63, 2018
582018
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
412017
Addressing database variability in learning from medical data: An ensemble-based approach using convolutional neural networks and a case of study applied to automatic sleep scoring
D Alvarez-Estevez, I Fernández-Varela
Computers in Biology and Medicine 119, 103697, 2020
202020
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
192017
Large-scale validation of an automatic EEG arousal detection algorithm using different heterogeneous databases
D Alvarez-Estevez, I Fernández-Varela
Sleep Medicine 57, 6-14, 2019
172019
Sleep staging with deep learning: a convolutional model
I Fernández-Varela, D Athanasakis, S Parsons, E Hernández-Pereira, ...
26th European Symposium on Artificial Neural Networks, Computational …, 2018
122018
A convolutional network for sleep stages classification
I Fernández-Varela, E Hernández-Pereira, D Alvarez-Estevez, ...
arXiv preprint arXiv:1902.05748, 2019
112019
A convolutional network for the classification of sleep stages
I Fernández-Varela, E Hernández-Pereira, V Moret-Bonillo
Proceedings 2 (18), 1174, 2018
92018
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
52016
Uncertainty in Quantum Rule-Based Systems
V Moret-Bonillo, I Fernández-Varela, D Álvarez-Estévez
arXiv preprint arXiv:1811.02782, 2018
32018
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
32016
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
22018
Mejora de la motivación del alumnado mediante la realización de un debate en la materia de Sistemas Inteligentes
V Bolón-Canedo, A Alonso-Betanzos, D Alonso-Ríos, I Fernández-Varela, ...
Asociación de Enseñantes Universitarios de la Informática (AENUI), 2018
12018
Large-scale validation of an automatic EEG arousal detection algorithm using different databases
D Alvarez-Estevez, I Fernández-Varela
arXiv preprint arXiv: 180906216, 2018
12018
Algorithms for Sleep Medicine
I Fernández-Varela
2019
Una red convolucional para la clasificación de las fases de sueño
IF Varela, E Hernández-Pereira, DÁ Estévez, V Moret-Bonillo
XVIII Conferencia de la Asociación Española para la Inteligencia Artificial …, 2018
2018
Outlining a simple and robust method for the automatic detection of EEG arousals
I Fernández-Varela, D Alvarez-Estévez, E Hernández-Pereira, ...
25th European Symposium on Artificial Neural Networks 25, 2017
2017
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