Pattern classification with missing data: a review
García-Laencina, Pedro J., Sancho-Gómez, José-Luis, Figueiras-Vidal, Aníbal R.
Published in Neural computing & applications (01.03.2010)
Published in Neural computing & applications (01.03.2010)
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Journal Article
Decision Trees for Glaucoma Screening Based on the Asymmetry of the Retinal Nerve Fiber Layer in Optical Coherence Tomography
Berenguer-Vidal, Rafael, Verdú-Monedero, Rafael, Morales-Sánchez, Juan, Sellés-Navarro, Inmaculada, Kovalyk, Oleksandr, Sancho-Gómez, José-Luis
Published in Sensors (Basel, Switzerland) (27.06.2022)
Published in Sensors (Basel, Switzerland) (27.06.2022)
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Journal Article
Improving hand gestures recognition capabilities by ensembling convolutional networks
Bousbai, Khalil, Morales‐Sánchez, Juan, Merah, Mostefa, Sancho‐Gómez, José‐Luis
Published in Expert systems (01.06.2022)
Published in Expert systems (01.06.2022)
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Journal Article
Complete autoencoders for classification with missing values
Sánchez-Morales, Adrián, Sancho-Gómez, José-Luis, Figueiras-Vidal, Aníbal R.
Published in Neural computing & applications (01.03.2021)
Published in Neural computing & applications (01.03.2021)
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Journal Article
Neural architecture design based on extreme learning machine
Bueno-Crespo, Andrés, García-Laencina, Pedro J., Sancho-Gómez, José-Luis
Published in Neural networks (01.12.2013)
Published in Neural networks (01.12.2013)
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Journal Article
PAPILA: Dataset with fundus images and clinical data of both eyes of the same patient for glaucoma assessment
Kovalyk, Oleksandr, Morales-Sánchez, Juan, Verdú-Monedero, Rafael, Sellés-Navarro, Inmaculada, Palazón-Cabanes, Ana, Sancho-Gómez, José-Luis
Published in Scientific data (09.06.2022)
Published in Scientific data (09.06.2022)
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Journal Article
Performance analysis of No-Propagation and ELM algorithms in classification
Martínez-García, Juan-Antonio, Sancho-Gómez, José-Luis
Published in Neural computing & applications (01.09.2020)
Published in Neural computing & applications (01.09.2020)
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Journal Article
MNIST-NET10: A heterogeneous deep networks fusion based on the degree of certainty to reach 0.1% error rate. Ensembles overview and proposal
Tabik, Siham, Alvear-Sandoval, Ricardo F., Ruiz, María M., Sancho-Gómez, José-Luis, Figueiras-Vidal, Aníbal R., Herrera, Francisco
Published in Information fusion (01.10.2020)
Published in Information fusion (01.10.2020)
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Journal Article
Fully automatic segmentation of ultrasound common carotid artery images based on machine learning
Menchón-Lara, Rosa-María, Sancho-Gómez, José-Luis
Published in Neurocomputing (Amsterdam) (03.03.2015)
Published in Neurocomputing (Amsterdam) (03.03.2015)
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Journal Article
Bioinspired Architecture Selection for Multitask Learning
Bueno-Crespo, Andrés, Menchón-Lara, Rosa-María, Martínez-España, Raquel, Sancho-Gómez, José-Luis
Published in Frontiers in neuroinformatics (22.06.2017)
Published in Frontiers in neuroinformatics (22.06.2017)
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Journal Article
Early-stage atherosclerosis detection using deep learning over carotid ultrasound images
Menchón-Lara, Rosa-María, Sancho-Gómez, José-Luis, Bueno-Crespo, Andrés
Published in Applied soft computing (01.12.2016)
Published in Applied soft computing (01.12.2016)
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Journal Article
Exploiting label information to improve auto-encoding based classifiers
Sánchez-Morales, Adrián, Sancho-Gómez, José-Luis, Figueiras-Vidal, Aníbal R.
Published in Neurocomputing (Amsterdam) (22.12.2019)
Published in Neurocomputing (Amsterdam) (22.12.2019)
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Journal Article
Designing non-linear minimax and related discriminants by disjoint tangent configurations applied to RBF networks
Martínez-García, Juan-Antonio, Sancho-Gómez, José-Luis, Sánchez-Morales, Adrián, Figueiras-Vidal, Aníbal R.
Published in Neurocomputing (Amsterdam) (28.03.2020)
Published in Neurocomputing (Amsterdam) (28.03.2020)
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Journal Article