Isaac Fernández-Varela

According to our database, Isaac Fernández-Varela authored at least 10 papers between 2016 and 2020.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2020

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.

Diego Álvarez-Estévez, Isaac Fernández-Varela

Comput. Biol. Medicine, 2020

2019

Dealing with the database variability problem in learning from medical data: an ensemble-based approach using convolutional neural networks and a case of study applied to automatic sleep scoring.

Diego Álvarez-Estévez, Isaac Fernández-Varela

CoRR, 2019

A Convolutional Network for Sleep Stages Classification.

Isaac Fernández-Varela, Elena Hernández-Pereira, Diego Álvarez-Estévez, Vicente Moret-Bonillo

CoRR, 2019

2018

A systematic approach to API usability: Taxonomy-derived criteria and a case study.

Eduardo Mosqueira-Rey, David Alonso-Ríos, Vicente Moret-Bonillo, Isaac Fernández-Varela, Diego Álvarez-Estévez

Inf. Softw. Technol., 2018

Uncertainty in Quantum Rule-Based Systems.

Vicente Moret-Bonillo, Isaac Fernández-Varela, Diego Álvarez-Estévez

CoRR, 2018

Sleep staging with deep learning: a convolutional model.

Isaac Fernández-Varela, Dimitrios Athanasakis, Samuel Parsons, Elena Hernández-Pereira, Vicente Moret-Bonillo

Proceedings of the 26th European Symposium on Artificial Neural Networks, 2018

2017

Combining machine learning models for the automatic detection of EEG arousals.

Isaac Fernández-Varela, Elena Hernández-Pereira, Diego Álvarez-Estévez, Vicente Moret-Bonillo

Neurocomputing, 2017

A simple and robust method for the automatic scoring of EEG arousals in polysomnographic recordings.

Isaac Fernández-Varela, Diego Álvarez-Estévez, Elena Hernández-Pereira, Vicente Moret-Bonillo

Comput. Biol. Medicine, 2017

Outlining a simple and robust method for the automatic detection of EEG arousals.

Isaac Fernández-Varela, Diego Álvarez-Estévez, Elena Hernández-Pereira, Vicente Moret-Bonillo

Proceedings of the 25th European Symposium on Artificial Neural Networks, 2017

2016

Automatic detection of EEG arousals.

Isaac Fernández-Varela, Elena Hernández-Pereira, Diego Álvarez-Estévez, Vicente Moret-Bonillo

Proceedings of the 24th European Symposium on Artificial Neural Networks, 2016