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ORCIDDiego Álvarez-Estévez
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2020 – today
- 2024
[i6]Diego Álvarez-Estévez:
Benchmarking quantum machine learning kernel training for classification tasks. CoRR abs/2408.10274 (2024)- 2023
- [j14]Adriana Anido-Alonso
, Diego Álvarez-Estévez:
Decentralized Data-Privacy Preserving Deep-Learning Approaches for Enhancing Inter-Database Generalization in Automatic Sleep Staging. IEEE J. Biomed. Health Informatics 27(11): 5610-5621 (2023) - [c14]Samuel Magaz-Romero, Eduardo Mosqueira-Rey, Diego Álvarez-Estévez, Vicente Moret-Bonillo:
Quantum Factory Method: A Software Engineering Approach to Deal with Incompatibilities in Quantum Libraries. ICCS (5) 2023: 64-71 - [i5]Vicente Moret-Bonillo, Eduardo Mosqueira-Rey, Samuel Magaz-Romero, Diego Álvarez-Estévez:
Hybrid Classic-Quantum Computing for Staging of Invasive Ductal Carcinoma of Breast. CoRR abs/2303.10142 (2023) - 2022
- [c13]Adriana Anido-Alonso, Diego Álvarez-Estévez:
Analysis of ensemble-combination strategies for improving inter-database generalization of deep-learning-based automatic sleep staging. BHI 2022: 1-6 - [c12]Estefanía Rivas Vázquez, Diego Álvarez-Estévez, Patricia Concheiro-Moscoso, Javier Pereira:
Validation of the quality of sleep data generated by Xiaomi Mi Band 5. XoveTIC 2022: 159-162 - [c11]Adriana Anido Alonso, Diego Álvarez-Estévez:
Comparison of ensemble-combination approaches in an automatic sleep staging inter-database generalization task. XoveTIC 2022: 170-173 - 2020
- [j13]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: 103697 (2020) - [i4]Diego Álvarez-Estévez, Roselyne M. Rijsman:
Inter-database validation of a deep learning approach for automatic sleep scoring. CoRR abs/2009.10365 (2020)
2010 – 2019
- 2019
- [i3]Isaac Fernández-Varela, Elena Hernández-Pereira, Diego Álvarez-Estévez, Vicente Moret-Bonillo:
A Convolutional Network for Sleep Stages Classification. CoRR abs/1902.05748 (2019) - [i2]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 abs/1906.06666 (2019) - 2018
- [j12]Diego Álvarez-Estévez, Vicente Moret-Bonillo:
Revisiting the Wang-Mendel algorithm for fuzzy classification. Expert Syst. J. Knowl. Eng. 35(4) (2018) - [j11]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: 46-63 (2018) - [i1]Vicente Moret-Bonillo, Isaac Fernández-Varela, Diego Álvarez-Estévez:
Uncertainty in Quantum Rule-Based Systems. CoRR abs/1811.02782 (2018) - 2017
- [j10]Diego Álvarez-Estévez, Irma van Velzen, Truus Ottolini-Capellen, Bob Kemp:
Derivation and modeling of two new features for the characterization of rapid and slow eye movements in electrooculographic sleep recordings. Biomed. Signal Process. Control. 35: 87-99 (2017) - [j9]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: 77-86 (2017) - [j8]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: 100-108 (2017) - [c10]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 - 2016
- [j7]Diego Álvarez-Estévez:
A new automatic method for the detection of limb movements and the analysis of their periodicity. Biomed. Signal Process. Control. 26: 117-125 (2016) - [j6]Diego Álvarez-Estévez, Vicente Moret-Bonillo:
Spectral Heart Rate Variability analysis using the heart timing signal for the screening of the Sleep Apnea-Hypopnea Syndrome. Comput. Biol. Medicine 71: 14-23 (2016) - [j5]Elena Hernández-Pereira, Verónica Bolón-Canedo, Noelia Sánchez-Maroño, Diego Álvarez-Estévez, Vicente Moret-Bonillo, Amparo Alonso-Betanzos:
A comparison of performance of K-complex classification methods using feature selection. Inf. Sci. 328: 1-14 (2016) - [c9]Isaac Fernández-Varela, Elena Hernández-Pereira, Diego Álvarez-Estévez, Vicente Moret-Bonillo:
Automatic detection of EEG arousals. ESANN 2016 - 2015
- [c8]Diego Álvarez-Estévez, Vicente Moret-Bonillo:
Computer-assisted diagnosis of the Sleep Apnea-Hypopnea Syndrome: An overview of different approaches. EMBC 2015: 4544-4549 - 2014
- [c7]Veronica Peiteado-Brea, Diego Álvarez-Estévez, Vicente Moret-Bonillo:
A study of heart rate variability as sleep apnoea predictor over two different databases. BHI 2014: 359-362 - [c6]Elena Hernández-Pereira, Diego Álvarez-Estévez, Vicente Moret-Bonillo:
Improving detection of apneic events by learning from examples and treatment of missing data. InMed 2014: 213-224 - 2013
- [j4]Diego Álvarez-Estévez, José María Fernández-Pastoriza, Elena Hernández-Pereira, Vicente Moret-Bonillo:
A method for the automatic analysis of the sleep macrostructure in continuum. Expert Syst. Appl. 40(5): 1796-1803 (2013) - 2012
- [c5]Ángel Fernández-Leal, Diego Álvarez-Estévez, José María Fernández-Pastoriza, Vicente Moret-Bonillo:
A framework for handling fuzzy temporal events. KES 2012: 179-188 - [c4]Diego Álvarez-Estévez, José María Fernández-Pastoriza, Elena Hernández-Pereira, Vicente Moret-Bonillo:
On the Continuous Evaluation of the Macrostructure of Sleep. KES 2012: 189-198 - 2011
- [j3]Diego Álvarez-Estévez, Noelia Sánchez-Maroño, Amparo Alonso-Betanzos, Vicente Moret-Bonillo:
Reducing dimensionality in a database of sleep EEG arousals. Expert Syst. Appl. 38(6): 7746-7754 (2011) - [j2]Diego Álvarez-Estévez, Vicente Moret-Bonillo:
Identification of Electroencephalographic Arousals in Multichannel Sleep Recordings. IEEE Trans. Biomed. Eng. 58(1): 54-63 (2011) - 2010
- [c3]Diego Álvarez-Estévez, José Carlos Príncipe, Vicente Moret-Bonillo:
Information Theoretic fuzzy modeling for regression. FUZZ-IEEE 2010: 1-5 - [c2]Diego Álvarez-Estévez, José Carlos Príncipe, Vicente Moret-Bonillo:
Neuro-Fuzzy Classification Using the Correntropy Criterion: Application to Sleep Depth Estimation. IC-AI 2010: 9-15
2000 – 2009
- 2009
- [j1]Diego Álvarez-Estévez, Vicente Moret-Bonillo:
Fuzzy reasoning used to detect apneic events in the sleep apnea-hypopnea syndrome. Expert Syst. Appl. 36(4): 7778-7785 (2009) - [c1]Diego Álvarez-Estévez, Vicente Moret-Bonillo:
Model Comparison for the Detection of EEG Arousals in Sleep Apnea Patients. IWANN (1) 2009: 997-1004
Coauthor Index
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