Isaac Fernández-Varela

Publication Activity (10 Years)

Years Active: 2016-2020
Publications (10 Years): 10

Top Topics

Machine Learning Models

Automatic Detection

Convolutional Neural Networks

Top Venues

Comput. Biol. Medicine

Inf. Softw. Technol.

Publications

Diego Álvarez-Estévez, Isaac Fernández-Varela
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. Comput. Biol. Medicine 119 (2020)
Diego Álvarez-Estévez, Isaac Fernández-Varela
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. CoRR (2019)
Isaac Fernández-Varela, Elena Hernández-Pereira, Diego Álvarez-Estévez, Vicente Moret-Bonillo
A Convolutional Network for Sleep Stages Classification. CoRR (2019)
Eduardo Mosqueira-Rey, David Alonso-Ríos, Vicente Moret-Bonillo, Isaac Fernández-Varela, Diego Álvarez-Estévez
A systematic approach to API usability: Taxonomy-derived criteria and a case study. Inf. Softw. Technol. 97 (2018)
Isaac Fernández-Varela, Dimitrios Athanasakis, Samuel Parsons, Elena Hernández-Pereira, Vicente Moret-Bonillo
Sleep staging with deep learning: a convolutional model. ESANN (2018)
Vicente Moret-Bonillo, Isaac Fernández-Varela, Diego Álvarez-Estévez
Uncertainty in Quantum Rule-Based Systems. CoRR (2018)
Isaac Fernández-Varela, Diego Álvarez-Estévez, Elena Hernández-Pereira, Vicente Moret-Bonillo
Outlining a simple and robust method for the automatic detection of EEG arousals. ESANN (2017)
Isaac Fernández-Varela, Elena Hernández-Pereira, Diego Álvarez-Estévez, Vicente Moret-Bonillo
Combining machine learning models for the automatic detection of EEG arousals. Neurocomputing 268 (2017)
Isaac Fernández-Varela, Diego Álvarez-Estévez, Elena Hernández-Pereira, Vicente Moret-Bonillo
A simple and robust method for the automatic scoring of EEG arousals in polysomnographic recordings. Comput. Biol. Medicine 87 (2017)
Isaac Fernández-Varela, Elena Hernández-Pereira, Diego Álvarez-Estévez, Vicente Moret-Bonillo
Automatic detection of EEG arousals. ESANN (2016)