José-Luis Sancho-Gómez

54 papers B 3C 1Misc 1Journal 32Unranked 17
YearRankTypeTitle / Venue / Authors
2025 J jnl
Glaucoma detection: Binocular approach and clinical data in machine learning.
Artif. Intell. Medicine
Oleksandr Kovalyk, Juan Morales-Sánchez, Rafael Verdú Monedero, José-Luis Sancho-Gómez
2022 J jnl
Decision Trees for Glaucoma Screening Based on the Asymmetry of the Retinal Nerve Fiber Layer in Optical Coherence Tomography.
Sensors
Rafael Berenguer-Vidal, Rafael Verdú Monedero, Juan Morales-Sánchez, Inmaculada Sellés-Navarro, Oleksandr Kovalyk, José-Luis Sancho-Gómez
2022 — conf
Double-Layer Stacked Denoising Autoencoders for Regression.
IWINAC (1)
María-Elena Fernández-García, Antonio Ros-Ros, Eloy Hontoria Hernández, Aníbal R. Figueiras-Vidal, José-Luis Sancho-Gómez
2022 J jnl
Improving hand gestures recognition capabilities by ensembling convolutional networks.
Expert Syst. J. Knowl. Eng.
Khalil Bousbai, Juan Morales-Sánchez, Mostefa Merah, José-Luis Sancho-Gómez
2021 — conf
Autoencoder and Modified YOLOv3 Based Firearms Object Detection in X-ray Baggage Images to Enhance Aviation Safety.
SOCO
Mohamed Chouai, Mostefa Merah, José-Luis Sancho-Gómez, Petr Dolezel
2021 J jnl
Complete Stacked Denoising Auto-Encoders for Regression.
Neural Process. Lett.
María-Elena Fernández-García, José-Luis Sancho-Gómez, Antonio Ros-Ros, Aníbal R. Figueiras-Vidal
2021 J jnl
Complete autoencoders for classification with missing values.
Neural Comput. Appl.
Adrián Sánchez-Morales, José-Luis Sancho-Gómez, Aníbal R. Figueiras-Vidal
2020 — conf
A machine learning color-based segmentation for object detection within dual X-ray baggage images.
NISS
Mohamed Chouai, Mostefa Merah, José-Luis Sancho-Gómez, Malika Mimi
2020 J jnl
A tutorial on ensembles and deep learning fusion with MNIST as guiding thread: A complex heterogeneous fusion scheme reaching 10 digits error.
CoRR
Siham Tabik, Ricardo F. Alvear-Sandoval, María M. Ruiz, José-Luis Sancho-Gómez, Aníbal R. Figueiras-Vidal, Francisco Herrera
2020 J jnl
Designing non-linear minimax and related discriminants by disjoint tangent configurations applied to RBF networks.
Neurocomputing
Juan-Antonio Martínez-García, José-Luis Sancho-Gómez, Adrián Sánchez-Morales, Aníbal R. Figueiras-Vidal
2020 J jnl
Improving deep learning performance with missing values via deletion and compensation.
Neural Comput. Appl.
Adrián Sánchez-Morales, José-Luis Sancho-Gómez, Juan-Antonio Martínez-García, Aníbal R. Figueiras-Vidal
2020 J jnl
MNIST-NET10: A heterogeneous deep networks fusion based on the degree of certainty to reach 0.1% error rate. Ensembles overview and proposal.
Inf. Fusion
Siham Tabik, Ricardo F. Alvear-Sandoval, María M. Ruiz, José-Luis Sancho-Gómez, Aníbal R. Figueiras-Vidal, Francisco Herrera
2020 J jnl
Performance analysis of No-Propagation and ELM algorithms in classification.
Neural Comput. Appl.
Juan-Antonio Martínez-García, José-Luis Sancho-Gómez
2020 J jnl
Supervised feature learning by adversarial autoencoder approach for object classification in dual X-ray image of luggage.
J. Intell. Manuf.
Mohamed Chouai, Mostefa Merah, José-Luis Sancho-Gómez, Malika Mimi
2019 J jnl
Exploiting label information to improve auto-encoding based classifiers.
Neurocomputing
Adrián Sánchez-Morales, José-Luis Sancho-Gómez, Aníbal R. Figueiras-Vidal
2019 — conf
Machine-Health Application Based on Machine Learning Techniques for Prediction of Valve Wear in a Manufacturing Plant.
IWINAC (2)
María-Elena Fernández-García, Jorge Larrey-Ruiz, Antonio Ros-Ros, Aníbal R. Figueiras-Vidal, José-Luis Sancho-Gómez
2019 J jnl
On improving CNNs performance: The case of MNIST.
Inf. Fusion
Ricardo F. Alvear-Sandoval, José-Luis Sancho-Gómez, Aníbal R. Figueiras-Vidal
2018 J jnl
Linear discriminants described by disjoint tangent configurations.
Neurocomputing
José-Luis Sancho-Gómez, Juan-Antonio Martínez-García, Stanley C. Ahalt, Aníbal R. Figueiras-Vidal
2017 J jnl
Bioinspired Architecture Selection for Multitask Learning.
Frontiers Neuroinformatics
Andrés Bueno-Crespo, Rosa-María Menchón-Lara, Raquel Martínez-España, José-Luis Sancho-Gómez
2017 — conf
Values Deletion to Improve Deep Imputation Processes.
IWINAC (2)
Adrián Sánchez-Morales, José-Luis Sancho-Gómez, Aníbal R. Figueiras-Vidal
2016 J jnl
Early-stage atherosclerosis detection using deep learning over carotid ultrasound images.
Appl. Soft Comput.
Rosa-María Menchón-Lara, José-Luis Sancho-Gómez, Andrés Bueno-Crespo
2015 J jnl
Erratum to: DRR and Portal Image Registration for Automatic Patient Positioning in Radiotherapy Treatment.
J. Digit. Imaging
María Consuelo Bastida Jumilla, Jorge Larrey-Ruiz, Rafael Verdú Monedero, Juan Morales-Sánchez, José-Luis Sancho-Gómez
2015 — conf
Estimation of the Arterial Diameter in Ultrasound Images of the Common Carotid Artery.
IWINAC (1)
Rosa-María Menchón-Lara, Andrés Bueno-Crespo, José-Luis Sancho-Gómez
2015 J jnl
Frequency-domain active contours solution to evaluate intima-media thickness of the common carotid artery.
Biomed. Signal Process. Control.
María Consuelo Bastida Jumilla, Rosa-María Menchón-Lara, Juan Morales-Sánchez, Rafael Verdú Monedero, Jorge Larrey-Ruiz, José-Luis Sancho-Gómez
2015 J jnl
Fully automatic segmentation of ultrasound common carotid artery images based on machine learning.
Neurocomputing
Rosa-María Menchón-Lara, José-Luis Sancho-Gómez
2015 — conf
Related Tasks Selection to Multitask Learning Schemes.
IWINAC (2)
Andrés Bueno-Crespo, Rosa-María Menchón-Lara, José-Luis Sancho-Gómez
2015 — conf
Using Machine Learning Techniques for the Automatic Detection of Arterial Wall Layers in Carotid Ultrasounds.
ISAmI
Rosa-María Menchón-Lara, José-Luis Sancho-Gómez, Adrián Sánchez-Morales, Álvar Legaz-Aparicio, Juan Morales-Sánchez, Rafael Verdú Monedero, Jorge Larrey-Ruiz
2014 J jnl
Automatic detection of the intima-media thickness in ultrasound images of the common carotid artery using neural networks.
Medical Biol. Eng. Comput.
Rosa-María Menchón-Lara, María Consuelo Bastida Jumilla, Juan Morales-Sánchez, José-Luis Sancho-Gómez
2014 J jnl
Automatic image-based segmentation of the heart from CT scans.
EURASIP J. Image Video Process.
Jorge Larrey-Ruiz, Juan Morales-Sánchez, María Consuelo Bastida Jumilla, Rosa-María Menchón-Lara, Rafael Verdú Monedero, José-Luis Sancho-Gómez
2014 C conf
Ultrasound image processing based on machine learning for the fully automatic evaluation of the Carotid Intima-Media Thickness.
CBMI
Rosa-María Menchón-Lara, José-Luis Sancho-Gómez
2013 — conf
Automatic Evaluation of Carotid Intima-Media Thickness in Ultrasounds Using Machine Learning.
IWINAC (2)
Rosa-María Menchón-Lara, María Consuelo Bastida Jumilla, Antonio González-López, José-Luis Sancho-Gómez
2013 J jnl
Classifying patterns with missing values using Multi-Task Learning perceptrons.
Expert Syst. Appl.
Pedro J. García-Laencina, José-Luis Sancho-Gómez, Aníbal R. Figueiras-Vidal
2013 — conf
Measurement of Carotid Intima-Media Thickness in ultrasound images by means of an automatic segmentation process based on machine learning.
EUROCON
Rosa-María Menchón-Lara, María Consuelo Bastida Jumilla, Jorge Larrey-Ruiz, Rafael Verdú Monedero, Juan Morales-Sánchez, José-Luis Sancho-Gómez
2013 J jnl
Neural architecture design based on extreme learning machine.
Neural Networks
Andrés Bueno-Crespo, Pedro J. García-Laencina, José-Luis Sancho-Gómez
2013 J jnl
Segmentation of the Common Carotid Artery Walls Based on a Frequency Implementation of Active Contours - Segmentation of the Common Carotid Artery Walls.
J. Digit. Imaging
María Consuelo Bastida Jumilla, Rosa-María Menchón-Lara, Juan Morales-Sánchez, Rafael Verdú Monedero, Jorge Larrey-Ruiz, José-Luis Sancho-Gómez
2012 J jnl
Improving learning by using artificial hints.
Neurocomputing
Andrés Bueno-Crespo, Antonio Sánchez-García, José-Luis Sancho-Gómez
2012 J jnl
WIMP: Web server tool for missing data imputation.
Comput. Methods Programs Biomed.
Daniel Urda, José Luis Subirats, Pedro J. García-Laencina, Leonardo Franco, José-Luis Sancho-Gómez, José Manuel Jerez
2011 J jnl
DRR and Portal Image Registration for Automatic Patient Positioning in Radiotherapy Treatment.
J. Digit. Imaging
María Consuelo Bastida Jumilla, Jorge Larrey-Ruiz, Rafael Verdú Monedero, Juan Morales-Sánchez, José-Luis Sancho-Gómez
2011 — conf
Segmentation of the Carotid Artery in Ultrasound Images Using Neural Networks.
IWINAC (2)
Rosa-María Menchón-Lara, María Consuelo Bastida Jumilla, Juan Morales-Sánchez, Rafael Verdú Monedero, Jorge Larrey-Ruiz, José-Luis Sancho-Gómez
2010 B conf
Detection of the intima and media walls of the carotid artery with geodesic active contours.
ICIP
María Consuelo Bastida Jumilla, Juan Morales-Sánchez, Rafael Verdú Monedero, Jorge Larrey-Ruiz, José-Luis Sancho-Gómez
2010 J jnl
Pattern classification with missing data: a review.
Neural Comput. Appl.
Pedro J. García-Laencina, José-Luis Sancho-Gómez, Aníbal R. Figueiras-Vidal
2009 J jnl
Combining Missing Data Imputation and Pattern Classification in a Multi-Layer Perceptron.
Intell. Autom. Soft Comput.
José-Luis Sancho-Gómez, Pedro J. García-Laencina, Aníbal R. Figueiras-Vidal
2009 J jnl
K nearest neighbours with mutual information for simultaneous classification and missing data imputation.
Neurocomputing
Pedro J. García-Laencina, José-Luis Sancho-Gómez, Aníbal R. Figueiras-Vidal, Michel Verleysen
2009 — conf
Measurements over the Aquiles Tendon through Ecographic Images Processing.
IWINAC (2)
María Consuelo Bastida Jumilla, Juan Morales-Sánchez, Rafael Verdú Monedero, Jorge Larrey-Ruiz, José-Luis Sancho-Gómez
2008 B conf
K-nearest neighbours based on mutual information for incomplete data classification.
ESANN
Pedro J. García-Laencina, José-Luis Sancho-Gómez, Aníbal R. Figueiras-Vidal, Michel Verleysen
2007 — conf
A Support Vector Method for Estimating Joint Density of Medical Images.
IWINAC (2)
Jesús Serrano-García, Pedro J. García-Laencina, Jorge Larrey-Ruiz, José-Luis Sancho-Gómez
2007 — conf
Multi-task Neural Networks for Dealing with Missing Inputs.
IWINAC (1)
Pedro J. García-Laencina, Jesús Serrano-García, Aníbal R. Figueiras-Vidal, José-Luis Sancho-Gómez
2007 — conf
Multitask Learning with Data Editing.
IWINAC (1)
Andrés Bueno-Crespo, Antonio Sánchez-García, Juan Morales-Sánchez, José-Luis Sancho-Gómez
2006 B conf
Pattern Classification with Missing Values using Multitask Learning.
IJCNN
Pedro J. García-Laencina, José-Luis Sancho-Gómez, Aníbal R. Figueiras-Vidal
2005 Misc conf
Exploiting Multitask Learning Schemes Using Private Subnetworks.
IWANN
Pedro J. García-Laencina, Aníbal R. Figueiras-Vidal, Jesús Serrano-García, José-Luis Sancho-Gómez
2005 — conf
Multiple feature models for image matching.
ICIP (3)
Juan Morales-Sánchez, Rafael Verdú, José-Luis Sancho-Gómez, Luis Weruaga
2003 J jnl
Nonlinear multiclass discriminant analysis.
IEEE Signal Process. Lett.
Junshui Ma, José-Luis Sancho-Gómez, Stanley C. Ahalt
2001 J jnl
Saturated Perceptrons for Maximum Margin and Minimum Misclassification Error.
Neural Process. Lett.
Jesús Cid-Sueiro, José-Luis Sancho-Gómez
2000 — conf
Adaptive combination of LMS and logistic-linear equalizers to improve the speed-performance compromise.
EUSIPCO
Manel Martínez-Ramón, José-Luis Sancho-Gómez, Antonio Artés-Rodríguez, Aníbal R. Figueiras-Vidal