Diego Álvarez-Estévez

36 papers B 5Misc 1Journal 22Unranked 8

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Multi-task deep-learning for sleep event detection and stage classification. CoRR Adriana Anido-Alonso, Diego Álvarez-Estévez
2025	J	`jnl`	Performance Analysis of Quantum Support Vector Classifiers and Quantum Neural Networks. CoRR Tomás Villalba-Ferreiro, Eduardo Mosqueira-Rey, Diego Álvarez-Estévez
2024	J	`jnl`	Benchmarking quantum machine learning kernel training for classification tasks. CoRR Diego Álvarez-Estévez
2023	J	`jnl`	Decentralized Data-Privacy Preserving Deep-Learning Approaches for Enhancing Inter-Database Generalization in Automatic Sleep Staging. IEEE J. Biomed. Health Informatics Adriana Anido-Alonso, Diego Álvarez-Estévez
2023	J	`jnl`	Hybrid Classic-Quantum Computing for Staging of Invasive Ductal Carcinoma of Breast. CoRR Vicente Moret-Bonillo, Eduardo Mosqueira-Rey, Samuel Magaz-Romero, Diego Álvarez-Estévez
2023	—	`conf`	Quantum Factory Method: A Software Engineering Approach to Deal with Incompatibilities in Quantum Libraries. ICCS (5) Samuel Magaz-Romero, Eduardo Mosqueira-Rey, Diego Álvarez-Estévez, Vicente Moret-Bonillo
2022	—	`conf`	Analysis of ensemble-combination strategies for improving inter-database generalization of deep-learning-based automatic sleep staging. BHI Adriana Anido-Alonso, Diego Álvarez-Estévez
2022	—	`conf`	Comparison of ensemble-combination approaches in an automatic sleep staging inter-database generalization task. XoveTIC Adriana Anido-Alonso, Diego Álvarez-Estévez
2022	—	`conf`	Validation of the quality of sleep data generated by Xiaomi Mi Band 5. XoveTIC Estefanía Rivas Vázquez, Diego Álvarez-Estévez, Patricia Concheiro-Moscoso, Javier Pereira
2020	J	`jnl`	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 Diego Álvarez-Estévez, Isaac Fernández-Varela
2020	J	`jnl`	Inter-database validation of a deep learning approach for automatic sleep scoring. CoRR Diego Álvarez-Estévez, Roselyne M. Rijsman
2019	J	`jnl`	A Convolutional Network for Sleep Stages Classification. CoRR Isaac Fernández-Varela, Elena Hernández-Pereira, Diego Álvarez-Estévez, Vicente Moret-Bonillo
2019	J	`jnl`	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 Diego Álvarez-Estévez, Isaac Fernández-Varela
2018	J	`jnl`	A systematic approach to API usability: Taxonomy-derived criteria and a case study. Inf. Softw. Technol. Eduardo Mosqueira-Rey, David Alonso-Ríos, Vicente Moret-Bonillo, Isaac Fernández-Varela, Diego Álvarez-Estévez
2018	J	`jnl`	Revisiting the Wang-Mendel algorithm for fuzzy classification. Expert Syst. J. Knowl. Eng. Diego Álvarez-Estévez, Vicente Moret-Bonillo
2018	J	`jnl`	Uncertainty in Quantum Rule-Based Systems. CoRR Vicente Moret-Bonillo, Isaac Fernández-Varela, Diego Álvarez-Estévez
2017	J	`jnl`	A simple and robust method for the automatic scoring of EEG arousals in polysomnographic recordings. Comput. Biol. Medicine Isaac Fernández-Varela, Diego Álvarez-Estévez, Elena Hernández-Pereira, Vicente Moret-Bonillo
2017	J	`jnl`	Combining machine learning models for the automatic detection of EEG arousals. Neurocomputing Isaac Fernández-Varela, Elena Hernández-Pereira, Diego Álvarez-Estévez, Vicente Moret-Bonillo
2017	J	`jnl`	Derivation and modeling of two new features for the characterization of rapid and slow eye movements in electrooculographic sleep recordings. Biomed. Signal Process. Control. Diego Álvarez-Estévez, Irma van Velzen, Truus Ottolini-Capellen, Bob Kemp
2017	B	`conf`	Outlining a simple and robust method for the automatic detection of EEG arousals. ESANN Isaac Fernández-Varela, Diego Álvarez-Estévez, Elena Hernández-Pereira, Vicente Moret-Bonillo
2016	J	`jnl`	A comparison of performance of K-complex classification methods using feature selection. Inf. Sci. Elena Hernández-Pereira, Verónica Bolón-Canedo, Noelia Sánchez-Maroño, Diego Álvarez-Estévez, Vicente Moret-Bonillo, Amparo Alonso-Betanzos
2016	J	`jnl`	A new automatic method for the detection of limb movements and the analysis of their periodicity. Biomed. Signal Process. Control. Diego Álvarez-Estévez
2016	B	`conf`	Automatic detection of EEG arousals. ESANN Isaac Fernández-Varela, Elena Hernández-Pereira, Diego Álvarez-Estévez, Vicente Moret-Bonillo
2016	J	`jnl`	Spectral Heart Rate Variability analysis using the heart timing signal for the screening of the Sleep Apnea-Hypopnea Syndrome. Comput. Biol. Medicine Diego Álvarez-Estévez, Vicente Moret-Bonillo
2015	—	`conf`	Computer-assisted diagnosis of the Sleep Apnea-Hypopnea Syndrome: An overview of different approaches. EMBC Diego Álvarez-Estévez, Vicente Moret-Bonillo
2014	—	`conf`	A study of heart rate variability as sleep apnoea predictor over two different databases. BHI Veronica Peiteado-Brea, Diego Álvarez-Estévez, Vicente Moret-Bonillo
2014	—	`conf`	Improving detection of apneic events by learning from examples and treatment of missing data. InMed Elena Hernández-Pereira, Diego Álvarez-Estévez, Vicente Moret-Bonillo
2013	J	`jnl`	A method for the automatic analysis of the sleep macrostructure in continuum. Expert Syst. Appl. Diego Álvarez-Estévez, José María Fernández-Pastoriza, Elena Hernández-Pereira, Vicente Moret-Bonillo
2012	B	`conf`	A framework for handling fuzzy temporal events. KES Ángel Fernández-Leal, Diego Álvarez-Estévez, José María Fernández-Pastoriza, Vicente Moret-Bonillo
2012	B	`conf`	On the Continuous Evaluation of the Macrostructure of Sleep. KES Diego Álvarez-Estévez, José María Fernández-Pastoriza, Elena Hernández-Pereira, Vicente Moret-Bonillo
2011	J	`jnl`	Identification of Electroencephalographic Arousals in Multichannel Sleep Recordings. IEEE Trans. Biomed. Eng. Diego Álvarez-Estévez, Vicente Moret-Bonillo
2011	J	`jnl`	Reducing dimensionality in a database of sleep EEG arousals. Expert Syst. Appl. Diego Álvarez-Estévez, Noelia Sánchez-Maroño, Amparo Alonso-Betanzos, Vicente Moret-Bonillo
2010	B	`conf`	Information Theoretic fuzzy modeling for regression. FUZZ-IEEE Diego Álvarez-Estévez, José Carlos Príncipe, Vicente Moret-Bonillo
2010	Misc	`conf`	Neuro-Fuzzy Classification Using the Correntropy Criterion: Application to Sleep Depth Estimation. IC-AI Diego Álvarez-Estévez, José Carlos Príncipe, Vicente Moret-Bonillo
2009	J	`jnl`	Fuzzy reasoning used to detect apneic events in the sleep apnea-hypopnea syndrome. Expert Syst. Appl. Diego Álvarez-Estévez, Vicente Moret-Bonillo
2009	—	`conf`	Model Comparison for the Detection of EEG Arousals in Sleep Apnea Patients. IWANN (1) Diego Álvarez-Estévez, Vicente Moret-Bonillo