José Luis Sancho-Gómez
José Luis Sancho-Gómez
Dirección de correo verificada de upct.es
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Pattern classification with missing data: a review
PJ García-Laencina, JL Sancho-Gómez, AR Figueiras-Vidal
Neural Computing and Applications 19 (2), 263-282, 2010
5512010
K nearest neighbours with mutual information for simultaneous classification and missing data imputation
PJ García-Laencina, JL Sancho-Gómez, AR Figueiras-Vidal, M Verleysen
Neurocomputing 72 (7), 1483-1493, 2009
1752009
Sample selection via clustering to construct support vector-like classifiers
A Lyhyaoui, M Martinez, I Mora, M Vaquez, JL Sancho, ...
IEEE Transactions on neural networks 10 (6), 1474-1481, 1999
851999
Fully automatic segmentation of ultrasound common carotid artery images based on machine learning
RM Menchón-Lara, JL Sancho-Gómez
Neurocomputing 151, 161-167, 2015
482015
Classifying patterns with missing values using multi-task learning perceptrons
PJ García-Laencina, JL Sancho-Gómez, AR Figueiras-Vidal
Expert Systems with Applications 40 (4), 1333-1341, 2013
462013
Automatic detection of the intima-media thickness in ultrasound images of the common carotid artery using neural networks
RM Menchón-Lara, MC Bastida-Jumilla, J Morales-Sánchez, ...
Medical & biological engineering & computing 52 (2), 169-181, 2014
452014
Neural architecture design based on extreme learning machine
A Bueno-Crespo, PJ García-Laencina, JL Sancho-Gómez
Neural Networks 48, 19-24, 2013
382013
Early-stage atherosclerosis detection using deep learning over carotid ultrasound images
RM Menchón-Lara, JL Sancho-Gómez, A Bueno-Crespo
Applied Soft Computing 49, 616-628, 2016
352016
Segmentation of the common carotid artery walls based on a frequency implementation of active contours
MC Bastida-Jumilla, RM Menchón-Lara, J Morales-Sánchez, ...
Journal of digital imaging 26 (1), 129-139, 2013
332013
Frequency-domain active contours solution to evaluate intima–media thickness of the common carotid artery
MC Bastida-Jumilla, RM Menchón-Lara, J Morales-Sánchez, ...
Biomedical Signal Processing and Control 16, 68-79, 2015
242015
Automatic image-based segmentation of the heart from CT scans
J Larrey-Ruiz, J Morales-Sánchez, MC Bastida-Jumilla, ...
EURASIP Journal on Image and Video Processing 2014 (1), 1-13, 2014
182014
On improving CNNs performance: The case of MNIST
RF Alvear-Sandoval, JL Sancho-Gómez, AR Figueiras-Vidal
Information Fusion 52, 106-109, 2019
172019
Using maximum entropy models to discriminate between similar languages and varieties
JP Zamorano, JL Sancho
Proceedings of the First Workshop on Applying NLP Tools to Similar Languages …, 2014
172014
Nonlinear multiclass discriminant analysis
J Ma, JL Sancho-Gómez, SC Ahalt
IEEE Signal Processing Letters 10 (7), 196-199, 2003
162003
Multi-task neural networks for dealing with missing inputs
PJ García-Laencina, J Serrano, AR Figueiras-Vidal, JL Sancho-Gómez
International Work-Conference on the Interplay Between Natural and …, 2007
152007
Pattern classification with missing values using multitask learning
PJ García-Laencina, J Sancho-Gomez, AR Figueiras-Vidal
The 2006 IEEE International Joint Conference on Neural Network Proceedings …, 2006
132006
Class separability estimation and incremental learning using boundary methods
JL Sancho, WE Pierson, B Ulug, AR Figueiras-Vidal, SC Ahalt
Neurocomputing 35 (1-4), 3-26, 2000
132000
Improving deep learning performance with missing values via deletion and compensation
A Sánchez-Morales, JL Sancho-Gómez, JA Martínez-García, ...
Neural Computing and Applications 32 (17), 13233-13244, 2020
112020
Combining missing data imputation and pattern classification in a multi-layer perceptron
JL Sancho-Gómez, PJ García-Laencina, AR Figueiras-Vidal
Intelligent Automation & Soft Computing 15 (4), 539-553, 2009
112009
Exploiting multitask learning schemes using private subnetworks
PJ García-Laencina, AR Figueiras-Vidal, J Serrano-García, ...
International Work-Conference on Artificial Neural Networks, 233-240, 2005
102005
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Artículos 1–20