José-Luis Sancho-Gómez

Publication Activity (10 Years)

Years Active: 2000-2022
Publications (10 Years): 26

Top Topics

Linear Discriminants

Ultrasound Images

Machine Learning

Top Venues

Neural Comput. Appl.

Publications

Khalil Bousbai, Juan Morales-Sánchez, Mostefa Merah, José-Luis Sancho-Gómez
Improving hand gestures recognition capabilities by ensembling convolutional networks. Expert Syst. J. Knowl. Eng. 39 (5) (2022)
Rafael Berenguer-Vidal, Rafael Verdú Monedero, Juan Morales-Sánchez, Inmaculada Sellés-Navarro, Oleksandr Kovalyk, José-Luis Sancho-Gómez
Decision Trees for Glaucoma Screening Based on the Asymmetry of the Retinal Nerve Fiber Layer in Optical Coherence Tomography. Sensors 22 (13) (2022)
María-Elena Fernández-García, Antonio Ros-Ros, Eloy Hontoria Hernández, Aníbal R. Figueiras-Vidal, José-Luis Sancho-Gómez
Double-Layer Stacked Denoising Autoencoders for Regression. IWINAC (1) (2022)
María-Elena Fernández-García, José-Luis Sancho-Gómez, Antonio Ros-Ros, Aníbal R. Figueiras-Vidal
Complete Stacked Denoising Auto-Encoders for Regression. Neural Process. Lett. 53 (1) (2021)
Adrián Sánchez-Morales, José-Luis Sancho-Gómez, Aníbal R. Figueiras-Vidal
Complete autoencoders for classification with missing values. Neural Comput. Appl. 33 (6) (2021)
Mohamed Chouai, Mostefa Merah, José-Luis Sancho-Gómez, Petr Dolezel
Autoencoder and Modified YOLOv3 Based Firearms Object Detection in X-ray Baggage Images to Enhance Aviation Safety. SOCO (2021)
Mohamed Chouai, Mostefa Merah, José-Luis Sancho-Gómez, Malika Mimi
Supervised feature learning by adversarial autoencoder approach for object classification in dual X-ray image of luggage. J. Intell. Manuf. 31 (5) (2020)
Juan-Antonio Martínez-García, José-Luis Sancho-Gómez, Adrián Sánchez-Morales, Aníbal R. Figueiras-Vidal
Designing non-linear minimax and related discriminants by disjoint tangent configurations applied to RBF networks. Neurocomputing 383 (2020)
Juan-Antonio Martínez-García, José-Luis Sancho-Gómez
Performance analysis of No-Propagation and ELM algorithms in classification. Neural Comput. Appl. 32 (17) (2020)
Siham Tabik, Ricardo F. Alvear-Sandoval, María M. Ruiz, José-Luis Sancho-Gómez, Aníbal R. Figueiras-Vidal, Francisco Herrera
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 62 (2020)
Mohamed Chouai, Mostefa Merah, José-Luis Sancho-Gómez, Malika Mimi
A machine learning color-based segmentation for object detection within dual X-ray baggage images. NISS (2020)
Adrián Sánchez-Morales, José-Luis Sancho-Gómez, Juan-Antonio Martínez-García, Aníbal R. Figueiras-Vidal
Improving deep learning performance with missing values via deletion and compensation. Neural Comput. Appl. 32 (17) (2020)
Siham Tabik, Ricardo F. Alvear-Sandoval, María M. Ruiz, José-Luis Sancho-Gómez, Aníbal R. Figueiras-Vidal, Francisco Herrera
A tutorial on ensembles and deep learning fusion with MNIST as guiding thread: A complex heterogeneous fusion scheme reaching 10 digits error. CoRR (2020)
Ricardo F. Alvear-Sandoval, José-Luis Sancho-Gómez, Aníbal R. Figueiras-Vidal
On improving CNNs performance: The case of MNIST. Inf. Fusion 52 (2019)
Adrián Sánchez-Morales, José-Luis Sancho-Gómez, Aníbal R. Figueiras-Vidal
Exploiting label information to improve auto-encoding based classifiers. Neurocomputing 370 (2019)
María-Elena Fernández-García, Jorge Larrey-Ruiz, Antonio Ros-Ros, Aníbal R. Figueiras-Vidal, José-Luis Sancho-Gómez
Machine-Health Application Based on Machine Learning Techniques for Prediction of Valve Wear in a Manufacturing Plant. IWINAC (2) (2019)
José-Luis Sancho-Gómez, Juan-Antonio Martínez-García, Stanley C. Ahalt, Aníbal R. Figueiras-Vidal
Linear discriminants described by disjoint tangent configurations. Neurocomputing 316 (2018)
Adrián Sánchez-Morales, José-Luis Sancho-Gómez, Aníbal R. Figueiras-Vidal
Values Deletion to Improve Deep Imputation Processes. IWINAC (2) (2017)
Andrés Bueno-Crespo, Rosa-María Menchón-Lara, Raquel Martínez-España, José-Luis Sancho-Gómez
Bioinspired Architecture Selection for Multitask Learning. Frontiers Neuroinformatics 11 (2017)
Rosa-María Menchón-Lara, José-Luis Sancho-Gómez, Andrés Bueno-Crespo
Early-stage atherosclerosis detection using deep learning over carotid ultrasound images. Appl. Soft Comput. 49 (2016)
María Consuelo Bastida Jumilla, Jorge Larrey-Ruiz, Rafael Verdú Monedero, Juan Morales-Sánchez, José-Luis Sancho-Gómez
Erratum to: DRR and Portal Image Registration for Automatic Patient Positioning in Radiotherapy Treatment. J. Digit. Imaging 28 (2) (2015)
Andrés Bueno-Crespo, Rosa-María Menchón-Lara, José-Luis Sancho-Gómez
Related Tasks Selection to Multitask Learning Schemes. IWINAC (2) (2015)
María Consuelo Bastida Jumilla, Rosa-María Menchón-Lara, Juan Morales-Sánchez, Rafael Verdú Monedero, Jorge Larrey-Ruiz, José-Luis Sancho-Gómez
Frequency-domain active contours solution to evaluate intima-media thickness of the common carotid artery. Biomed. Signal Process. Control. 16 (2015)
Rosa-María Menchón-Lara, José-Luis Sancho-Gómez
Fully automatic segmentation of ultrasound common carotid artery images based on machine learning. Neurocomputing 151 (2015)
Rosa-María Menchón-Lara, José-Luis Sancho-Gómez, Adrián Sánchez-Morales, Álvar Legaz-Aparicio, Juan Morales-Sánchez, Rafael Verdú Monedero, Jorge Larrey-Ruiz
Using Machine Learning Techniques for the Automatic Detection of Arterial Wall Layers in Carotid Ultrasounds. ISAmI (2015)
Rosa-María Menchón-Lara, Andrés Bueno-Crespo, José-Luis Sancho-Gómez
Estimation of the Arterial Diameter in Ultrasound Images of the Common Carotid Artery. IWINAC (1) (2015)
Rosa-María Menchón-Lara, José-Luis Sancho-Gómez
Ultrasound image processing based on machine learning for the fully automatic evaluation of the Carotid Intima-Media Thickness. CBMI (2014)
Rosa-María Menchón-Lara, María Consuelo Bastida Jumilla, Juan Morales-Sánchez, José-Luis Sancho-Gómez
Automatic detection of the intima-media thickness in ultrasound images of the common carotid artery using neural networks. Medical Biol. Eng. Comput. 52 (2) (2014)
Jorge Larrey-Ruiz, Juan Morales-Sánchez, María Consuelo Bastida Jumilla, Rosa-María Menchón-Lara, Rafael Verdú Monedero, José-Luis Sancho-Gómez
Automatic image-based segmentation of the heart from CT scans. EURASIP J. Image Video Process. 2014 (2014)
María Consuelo Bastida Jumilla, Rosa-María Menchón-Lara, Juan Morales-Sánchez, Rafael Verdú Monedero, Jorge Larrey-Ruiz, José-Luis Sancho-Gómez
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 26 (1) (2013)
Rosa-María Menchón-Lara, María Consuelo Bastida Jumilla, Jorge Larrey-Ruiz, Rafael Verdú Monedero, Juan Morales-Sánchez, José-Luis Sancho-Gómez
Measurement of Carotid Intima-Media Thickness in ultrasound images by means of an automatic segmentation process based on machine learning. EUROCON (2013)
Andrés Bueno-Crespo, Pedro J. García-Laencina, José-Luis Sancho-Gómez
Neural architecture design based on extreme learning machine. Neural Networks 48 (2013)
Pedro J. García-Laencina, José-Luis Sancho-Gómez, Aníbal R. Figueiras-Vidal
Classifying patterns with missing values using Multi-Task Learning perceptrons. Expert Syst. Appl. 40 (4) (2013)
Rosa-María Menchón-Lara, María Consuelo Bastida Jumilla, Antonio González-López, José-Luis Sancho-Gómez
Automatic Evaluation of Carotid Intima-Media Thickness in Ultrasounds Using Machine Learning. IWINAC (2) (2013)
Daniel Urda, José Luis Subirats, Pedro J. García-Laencina, Leonardo Franco, José-Luis Sancho-Gómez, José Manuel Jerez
WIMP: Web server tool for missing data imputation. Comput. Methods Programs Biomed. 108 (3) (2012)
Andrés Bueno-Crespo, Antonio Sánchez-García, José-Luis Sancho-Gómez
Improving learning by using artificial hints. Neurocomputing 79 (2012)
María Consuelo Bastida Jumilla, Jorge Larrey-Ruiz, Rafael Verdú Monedero, Juan Morales-Sánchez, José-Luis Sancho-Gómez
DRR and Portal Image Registration for Automatic Patient Positioning in Radiotherapy Treatment. J. Digit. Imaging 24 (6) (2011)
Rosa-María Menchón-Lara, María Consuelo Bastida Jumilla, Juan Morales-Sánchez, Rafael Verdú Monedero, Jorge Larrey-Ruiz, José-Luis Sancho-Gómez
Segmentation of the Carotid Artery in Ultrasound Images Using Neural Networks. IWINAC (2) (2011)
María Consuelo Bastida Jumilla, Juan Morales-Sánchez, Rafael Verdú Monedero, Jorge Larrey-Ruiz, José-Luis Sancho-Gómez
Detection of the intima and media walls of the carotid artery with geodesic active contours. ICIP (2010)
Pedro J. García-Laencina, José-Luis Sancho-Gómez, Aníbal R. Figueiras-Vidal
Pattern classification with missing data: a review. Neural Comput. Appl. 19 (2) (2010)
Pedro J. García-Laencina, José-Luis Sancho-Gómez, Aníbal R. Figueiras-Vidal, Michel Verleysen
K nearest neighbours with mutual information for simultaneous classification and missing data imputation. Neurocomputing 72 (7-9) (2009)
José-Luis Sancho-Gómez, Pedro J. García-Laencina, Aníbal R. Figueiras-Vidal
Combining Missing Data Imputation and Pattern Classification in a Multi-Layer Perceptron. Intell. Autom. Soft Comput. 15 (4) (2009)
María Consuelo Bastida Jumilla, Juan Morales-Sánchez, Rafael Verdú Monedero, Jorge Larrey-Ruiz, José-Luis Sancho-Gómez
Measurements over the Aquiles Tendon through Ecographic Images Processing. IWINAC (2) (2009)
Pedro J. García-Laencina, José-Luis Sancho-Gómez, Aníbal R. Figueiras-Vidal, Michel Verleysen
K-nearest neighbours based on mutual information for incomplete data classification. ESANN (2008)
Jesús Serrano-García, Pedro J. García-Laencina, Jorge Larrey-Ruiz, José-Luis Sancho-Gómez
A Support Vector Method for Estimating Joint Density of Medical Images. IWINAC (2) (2007)
Andrés Bueno-Crespo, Antonio Sánchez-García, Juan Morales-Sánchez, José-Luis Sancho-Gómez
Multitask Learning with Data Editing. IWINAC (1) (2007)
Pedro J. García-Laencina, Jesús Serrano-García, Aníbal R. Figueiras-Vidal, José-Luis Sancho-Gómez
Multi-task Neural Networks for Dealing with Missing Inputs. IWINAC (1) (2007)
Pedro J. García-Laencina, José-Luis Sancho-Gómez, Aníbal R. Figueiras-Vidal
Pattern Classification with Missing Values using Multitask Learning. IJCNN (2006)
Juan Morales-Sánchez, Rafael Verdú, José-Luis Sancho-Gómez, Luis Weruaga
Multiple feature models for image matching. ICIP (3) (2005)
Pedro J. García-Laencina, Aníbal R. Figueiras-Vidal, Jesús Serrano-García, José-Luis Sancho-Gómez
Exploiting Multitask Learning Schemes Using Private Subnetworks. IWANN (2005)
Junshui Ma, José-Luis Sancho-Gómez, Stanley C. Ahalt
Nonlinear multiclass discriminant analysis. IEEE Signal Process. Lett. 10 (7) (2003)
Jesús Cid-Sueiro, José-Luis Sancho-Gómez
Saturated Perceptrons for Maximum Margin and Minimum Misclassification Error. Neural Process. Lett. 14 (3) (2001)
Manel Martínez-Ramón, José-Luis Sancho-Gómez, Antonio Artés-Rodríguez, Aníbal R. Figueiras-Vidal
Adaptive combination of LMS and logistic-linear equalizers to improve the speed-performance compromise. EUSIPCO (2000)