Human-in-the-loop machine learning: a state of the art
Mosqueira-Rey, Eduardo, Hernández-Pereira, Elena, Alonso-Ríos, David, Bobes-Bascarán, José, Fernández-Leal, Ángel
Published in The Artificial intelligence review (01.04.2023)
Published in The Artificial intelligence review (01.04.2023)
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Journal Article
Machine learning techniques to predict different levels of hospital care of CoVid-19
Hernández-Pereira, Elena, Fontenla-Romero, Oscar, Bolón-Canedo, Verónica, Cancela-Barizo, Brais, Guijarro-Berdiñas, Bertha, Alonso-Betanzos, Amparo
Published in Applied intelligence (Dordrecht, Netherlands) (01.04.2022)
Published in Applied intelligence (Dordrecht, Netherlands) (01.04.2022)
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Journal Article
A comparison of performance of K-complex classification methods using feature selection
Hernández-Pereira, Elena, Bolón-Canedo, Veronica, Sánchez-Maroño, Noelia, Álvarez-Estévez, Diego, Moret-Bonillo, Vicente, Alonso-Betanzos, Amparo
Published in Information sciences (20.01.2016)
Published in Information sciences (20.01.2016)
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Journal Article
Addressing the data bottleneck in medical deep learning models using a human-in-the-loop machine learning approach
Mosqueira-Rey, Eduardo, Hernández-Pereira, Elena, Bobes-Bascarán, José, Alonso-Ríos, David, Pérez-Sánchez, Alberto, Fernández-Leal, Ángel, Moret-Bonillo, Vicente, Vidal-Ínsua, Yolanda, Vázquez-Rivera, Francisca
Published in Neural computing & applications (01.02.2024)
Published in Neural computing & applications (01.02.2024)
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Journal Article
A mixture of experts for classifying sleep apneas
Guijarro-Berdiñas, Bertha, Hernández-Pereira, Elena, Peteiro-Barral, Diego
Published in Expert systems with applications (15.06.2012)
Published in Expert systems with applications (15.06.2012)
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Journal Article
Human-in-the-Loop Machine Learning for the Treatment of Pancreatic Cancer
Mosqueira-Rey, Eduardo, Perez-Sanchez, Alberto, Hernandez-Pereira, Elena, Alonso-Rios, David, Bobes-Bascaran, Jose, Fernandez-Leal, Angel, Moret-Bonillo, Vicente, Vidal-Insua, Yolanda, Vazquez-Rivera, Francisca
Published in 2023 International Joint Conference on Neural Networks (IJCNN) (18.06.2023)
Published in 2023 International Joint Conference on Neural Networks (IJCNN) (18.06.2023)
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Conference Proceeding
A Convolutional Network for the Classification of Sleep Stages
Isaac Fernández-Varela, Elena Hernández-Pereira, Vicente Moret-Bonillo
Published in Proceedings (01.09.2018)
Published in Proceedings (01.09.2018)
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Journal Article
Improving Electrical Power Grid Visualization Using Geometry Shaders
Rodriguez, J. N., Canosa, M. C., Hernandez Pereira, Elena
Published in 2011 Eighth International Conference Computer Graphics, Imaging and Visualization (01.08.2011)
Published in 2011 Eighth International Conference Computer Graphics, Imaging and Visualization (01.08.2011)
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Conference Proceeding