Vicente Moret-Bonillo

Publication Activity (10 Years)

Years Active: 1989-2024
Publications (10 Years): 23

Top Topics

Machine Learning

Heuristic Evaluation

Top Venues

Comput. Biol. Medicine

Publications

José Bobes-Bascarán, Eduardo Mosqueira-Rey, Ángel Fernández-Leal, Elena Hernández-Pereira, David Alonso-Ríos, Vicente Moret-Bonillo, Israel Figueirido-Arnoso, Yolanda Vidal-Ínsua
Evaluating Explanatory Capabilities of Machine Learning Models in Medical Diagnostics: A Human-in-the-Loop Approach. CoRR (2024)
Eduardo Mosqueira-Rey, Elena Hernández-Pereira, José Bobes-Bascarán, David Alonso-Ríos, Alberto Pérez-Sánchez, Ángel Fernández-Leal, Vicente Moret-Bonillo, Yolanda Vidal-Ínsua, Francisca Vázquez-Rivera
Addressing the data bottleneck in medical deep learning models using a human-in-the-loop machine learning approach. Neural Comput. Appl. 36 (5) (2024)
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 (2023)
Eduardo Mosqueira-Rey, Alberto Pérez-Sánchez, Elena Hernández-Pereira, David Alonso-Ríos, José Bobes-Bascarán, Ángel Fernández-Leal, Vicente Moret-Bonillo, Yolanda Vidal-Ínsua, Francisca Vázquez-Rivera
Human-in-the-Loop Machine Learning for the Treatment of Pancreatic Cancer. IJCNN (2023)
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)
Isaac Fernández-Varela, Elena Hernández-Pereira, Diego Álvarez-Estévez, Vicente Moret-Bonillo
A Convolutional Network for Sleep Stages Classification. CoRR (2019)
David Alonso-Ríos, Eduardo Mosqueira-Rey, Vicente Moret-Bonillo
A Systematic and Generalizable Approach to the Heuristic Evaluation of User Interfaces. Int. J. Hum. Comput. Interact. 34 (12) (2018)
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)
Eduardo Mosqueira-Rey, David Alonso-Ríos, Vicente Moret-Bonillo
A heuristic evaluation of the user and programming interfaces of a sleep medicine application. SAC (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
Emerging technologies in artificial intelligence: quantum rule-based systems. Prog. Artif. Intell. 7 (2) (2018)
Vicente Moret-Bonillo, Isaac Fernández-Varela, Diego Álvarez-Estévez
Uncertainty in Quantum Rule-Based Systems. CoRR (2018)
Diego Álvarez-Estévez, Vicente Moret-Bonillo
Revisiting the Wang-Mendel algorithm for fuzzy classification. Expert Syst. J. Knowl. Eng. 35 (4) (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)
Ángel Fernández-Leal, Maríano Javier Cabrero Canosa, Eduardo Mosqueira-Rey, Vicente Moret-Bonillo
A knowledge model for the development of a framework for hypnogram construction. Knowl. Based Syst. 118 (2017)
Eduardo Mosqueira-Rey, David Alonso-Ríos, Diego Prado-Gesto, Vicente Moret-Bonillo
Usability evaluation and development of heuristics for second-screen applications. SAC (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)
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 (2016)
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 (2016)
Diego Álvarez-Estévez, Vicente Moret-Bonillo
Computer-assisted diagnosis of the Sleep Apnea-Hypopnea Syndrome: An overview of different approaches. EMBC (2015)
Vicente Moret-Bonillo
Can artificial intelligence benefit from quantum computing? Prog. Artif. Intell. 3 (2) (2015)
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)
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)
David Alonso-Ríos, Eduardo Mosqueira-Rey, Vicente Moret-Bonillo
A Taxonomy-Based Usability Study of an Intelligent Speed Adaptation Device. Int. J. Hum. Comput. Interact. 30 (7) (2014)
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) (2013)
Eduardo Mosqueira-Rey, Diego Prado-Gesto, Ángel Fernández-Leal, Vicente Moret-Bonillo
Prosaico: Characterisation of objectives within the scope of an intelligent system for sport advising. KES (2012)
Ángel Fernández-Leal, Diego Álvarez-Estévez, José María Fernández-Pastoriza, Vicente Moret-Bonillo
A framework for handling fuzzy temporal events. KES (2012)
Diego Álvarez-Estévez, José María Fernández-Pastoriza, Elena Hernández-Pereira, Vicente Moret-Bonillo
On the Continuous Evaluation of the Macrostructure of Sleep. KES (2012)
Eduardo Mosqueira-Rey, Diego Prado-Gesto, Ángel Fernández-Leal, Vicente Moret-Bonillo
Prosaico: An Intelligent System for the Management of a Sports Facility. IS-MiS (2012)
Diego Álvarez-Estévez, Vicente Moret-Bonillo
Identification of Electroencephalographic Arousals in Multichannel Sleep Recordings. IEEE Trans. Biomed. Eng. 58 (1) (2011)
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) (2011)
Diego Álvarez-Estévez, José Carlos Príncipe, Vicente Moret-Bonillo
Information Theoretic fuzzy modeling for regression. FUZZ-IEEE (2010)
David Alonso-Ríos, Ana Vázquez-García, Eduardo Mosqueira-Rey, Vicente Moret-Bonillo
Usability: A Critical Analysis and a Taxonomy. Int. J. Hum. Comput. Interact. 26 (1) (2010)
Diego Álvarez-Estévez, José Carlos Príncipe, Vicente Moret-Bonillo
Neuro-Fuzzy Classification Using the Correntropy Criterion: Application to Sleep Depth Estimation. IC-AI (2010)
David Alonso-Ríos, Ana Vázquez-García, Eduardo Mosqueira-Rey, Vicente Moret-Bonillo
A Context-of-Use Taxonomy for Usability Studies. Int. J. Hum. Comput. Interact. 26 (10) (2010)
Diego Álvarez-Estévez, Vicente Moret-Bonillo
Model Comparison for the Detection of EEG Arousals in Sleep Apnea Patients. IWANN (1) (2009)
David Alonso-Ríos, Ivan Luis-Vazquez, Eduardo Mosqueira-Rey, Vicente Moret-Bonillo, Belén Baldonedo del Río
An HTML analyzer for the study of web usability. SMC (2009)
Diego Álvarez-Estévez, Vicente Moret-Bonillo
Fuzzy reasoning used to detect apneic events in the sleep apnea-hypopnea syndrome. Expert Syst. Appl. 36 (4) (2009)
Ángel Fernández-Leal, Vicente Moret-Bonillo, Eduardo Mosqueira-Rey
Causal temporal constraint networks for representing temporal knowledge. Expert Syst. Appl. 36 (1) (2009)
Eduardo Mosqueira-Rey, David Alonso-Ríos, Vicente Moret-Bonillo
Usability Taxonomy and Context-of-Use Taxonomy for Usability Analysis. SMC (2009)
Eduardo Mosqueira-Rey, Vicente Moret-Bonillo, Ángel Fernández-Leal
An expert system to achieve fuzzy interpretations of validation data. Expert Syst. Appl. 35 (4) (2008)
Ángel Fernández-Leal, Vicente Moret-Bonillo
The CTCN Temporal Model for Representing Knowledge in the Sleep Apnea Syndrome Diagnostic Task. KES (1) (2007)
Eduardo Mosqueira-Rey, Vicente Moret-Bonillo
Interpretation of Group Measurements of Validation Data Using Fuzzy Techniques in an Object-Oriented Approach. KES (3) (2006)
Oscar Fontenla-Romero, Bertha Guijarro-Berdiñas, Amparo Alonso-Betanzos, Vicente Moret-Bonillo
A new method for sleep apnea classification using wavelets and feedforward neural networks. Artif. Intell. Medicine 34 (1) (2005)
Eduardo Mosqueira-Rey, Julio Rivela-Carballal, Vicente Moret-Bonillo
Integrating GOMS models and logging methods into a single tool for evaluating the usability of intelligent systems. SMC (6) (2004)
Oscar Fontenla-Romero, Bertha Guijarro-Berdiñas, Amparo Alonso-Betanzos, Ana del Rocío Fraga-Iglesias, Vicente Moret-Bonillo
A Bayesian Neural Network Approach for Sleep Apnea Classification. AIME (2003)
Maríano Javier Cabrero Canosa, María del Mar Castro Pereiro, Marta Graña Ramos, Elena Hernández-Pereira, Vicente Moret-Bonillo, M. Martin-Egaña, H. Verea-Hernando
An intelligent system for the detection and interpretation of sleep apneas. Expert Syst. Appl. 24 (4) (2003)
Eduardo Mosqueira-Rey, Juan Gabriel Fernández García de la Rocha, Vicente Moret-Bonillo
Design of a Validation Tool Based on Design Patterns for Intelligent Systems. KES (2003)
Eduardo Mosqueira-Rey, Vicente Moret-Bonillo
Intelligent interpretation of validation data. Expert Syst. Appl. 23 (3) (2002)
Maríano Javier Cabrero Canosa, María del Mar Castro Pereiro, Marta Graña Ramos, Elena Hernández-Pereira, Vicente Moret-Bonillo
Temporal Issues in the Intelligent Interpretation of the Sleep Apnea Syndrome. AIME (2001)
Amparo Alonso-Betanzos, Eduardo Mosqueira-Rey, Vicente Moret-Bonillo, Belén Baldonedo del Río
Applying statistical, uncertainty-based and connectionist approaches to the prediction of fetal outcome: a comparative study. Artif. Intell. Medicine 17 (1) (1999)
Vicente Moret-Bonillo, Eduardo Mosqueira-Rey, Amparo Alonso-Betanzos
Information analysis and validation of intelligent monitoring systems in intensive care units. IEEE Trans. Inf. Technol. Biomed. 1 (2) (1997)
Vicente Moret-Bonillo, Jorge Díaz-Fernández, Elena Hernández-Pereira
A Neural Network Approach for Symbolic Interpretation in Critical Care. IWANN (1997)
Amparo Alonso-Betanzos, Bertha Guijarro-Berdiñas, Vicente Moret-Bonillo, S. Lopez-Gonzalez
The NST-EXPERT project: the need to evolve. Artif. Intell. Medicine 7 (4) (1995)
Vicente Moret-Bonillo, Amparo Alonso-Betanzos, John R. Searle
Towards the implementation of intelligent structures in intensive care monitoring: the advantages of the symbolic pre-processing. ACM Southeast Regional Conference (1990)
Amparo Alonso-Betanzos, Lawrence D. Devoe, Ramón A. Castillo, Vicente Moret-Bonillo, Carlos Hernández-Sande, Nancy S. Searle
FOETOS in clinical practice: A retrospective analysis of its performance. Artif. Intell. Medicine 1 (2) (1989)