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José-Luis Sancho-Gómez

José-Luis Sancho

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2010 – today

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2017
[j19]
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  - journals/fini/Bueno-CrespoMMS17
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Andrés Bueno-Crespo, Rosa-María Menchón-Lara, Raquel Martínez-España, José-Luis Sancho-Gómez:
Bioinspired Architecture Selection for Multitask Learning. Front. Neuroinform. 2017 (2017)
[c20]
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  - conf/iwinac/Sanchez-Morales17
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Adrián Sánchez-Morales, José-Luis Sancho-Gómez, Aníbal R. Figueiras-Vidal:
Values Deletion to Improve Deep Imputation Processes. IWINAC (2) 2017: 240-246
2016
[j18]
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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: 616-628 (2016)
2015
[j17]
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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 Proc. and Control 16: 68-79 (2015)
[j16]
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Rosa-María Menchón-Lara, José-Luis Sancho-Gómez:
Fully automatic segmentation of ultrasound common carotid artery images based on machine learning. Neurocomputing 151: 161-167 (2015)
[j15]
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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. Digital Imaging 28(2): 127 (2015)
[c19]
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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: 193-201
[c18]
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Andrés Bueno-Crespo, Rosa-María Menchón-Lara, José-Luis Sancho-Gómez:
Related Tasks Selection to Multitask Learning Schemes. IWINAC (2) 2015: 213-221
[c17]
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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: 358-367
2014
[j14]
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  - journals/ejivp/Larrey-RuizMJMMS14
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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 and Video Processing 2014: 52 (2014)
[j13]
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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. Med. Biol. Engineering and Computing 52(2): 169-181 (2014)
[c16]
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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: 1-4
[c15]
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Jordi Porta, José-Luis Sancho:
Using Maximum Entropy Models to Discriminate between Similar Languages and Varieties. VarDial@COLING 2014: 120-128
2013
[j12]
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  - journals/eswa/Garcia-LaencinaSF13
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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): 1333-1341 (2013)
[j11]
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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. Digital Imaging 26(1): 129-139 (2013)
[j10]
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  - journals/nn/Bueno-CrespoGS13
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Andrés Bueno-Crespo, Pedro J. García-Laencina, José-Luis Sancho-Gómez:
Neural architecture design based on extreme learning machine. Neural Networks 48: 19-24 (2013)
[c14]
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  - conf/eurocon/Menchon-LaraJLMMS13
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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: 2086-2093
[c13]
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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: 241-249
[c12]
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  - conf/sepln/PortaS13
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Jordi Porta, José-Luis Sancho:
Word Normalization in Twitter Using Finite-state Transducers. Tweet-Norm@SEPLN 2013: 49-53
2012
[j9]
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  - journals/cmpb/UrdaSGFSJ12
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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. Computer Methods and Programs in Biomedicine 108(3): 1247-1254 (2012)
[j8]
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Andrés Bueno-Crespo, Antonio Sánchez-García, José-Luis Sancho-Gómez:
Improving learning by using artificial hints. Neurocomputing 79: 18-25 (2012)
2011
[j7]
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  - journals/jdi/JumillaLMMS11
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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. Digital Imaging 24(6): 999-1009 (2011)
[c11]
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  - conf/iwinac/Menchon-LaraJMMLS11
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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: 463-471
2010
[j6]
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  - journals/nca/Garcia-LaencinaSF10
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Pedro J. García-Laencina, José-Luis Sancho-Gómez, Aníbal R. Figueiras-Vidal:
Pattern classification with missing data: a review. Neural Computing and Applications 19(2): 263-282 (2010)
[c10]
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  - conf/icip/JumillaMMLS10
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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: 2213-2216

2000 – 2009

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2009
[j5]
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  - journals/iasc/Sancho-GomezGF09
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José-Luis Sancho-Gómez, Pedro J. García-Laencina, Aníbal R. Figueiras-Vidal:
Combining Missing Data Imputation and Pattern Classification in a Multi-Layer Perceptron. Intelligent Automation & Soft Computing 15(4): 539-553 (2009)
[j4]
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  - journals/ijon/Garcia-LaencinaSFV09
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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): 1483-1493 (2009)
[c9]
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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: 1-10
2008
[c8]
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  - conf/esann/Garcia-LaencinaSFV08
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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: 37-42
2007
[c7]
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  - conf/iwinac/Serrano-GarciaGLS07
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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: 162-170
[c6]
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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: 282-291
[c5]
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  - conf/iwinac/Bueno-CrespoSMS07
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Andrés Bueno-Crespo, Antonio Sánchez-García, Juan Morales-Sánchez, José-Luis Sancho-Gómez:
Multitask Learning with Data Editing. IWINAC (1) 2007: 320-326
2006
[c4]
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  - conf/ijcnn/Garcia-LaencinaSF06
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Pedro J. García-Laencina, José-Luis Sancho-Gómez, Aníbal R. Figueiras-Vidal:
Pattern Classification with Missing Values using Multitask Learning. IJCNN 2006: 3594-3601
2005
[c3]
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  - conf/icip/MoralesVSW05
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Juan Morales-Sánchez, Rafael Verdú, José-Luis Sancho-Gómez, Luis Weruaga:
Multiple feature models for image matching. ICIP (3) 2005: 1076-1079
[c2]
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  - conf/iwann/Garcia-LaencinaFSS05
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Pedro J. García-Laencina, Aníbal R. Figueiras-Vidal, Jesús Serrano-García, José-Luis Sancho-Gómez:
Exploiting Multitask Learning Schemes Using Private Subnetworks. IWANN 2005: 233-240
2001
[j3]
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  - journals/npl/Cid-SueiroS01
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Jesús Cid-Sueiro, José-Luis Sancho-Gómez:
Saturated Perceptrons for Maximum Margin and Minimum Misclassification Error. Neural Processing Letters 14(3): 217-226 (2001)
2000
[j2]
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  - journals/ijon/SanchoPUFA00
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José-Luis Sancho, William E. Pierson, Batu Ulug, Aníbal R. Figueiras-Vidal, Stanley C. Ahalt:
Class separability estimation and incremental learning using boundary methods. Neurocomputing 35(1-4): 3-26 (2000)
[c1]
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  - conf/eusipco/Martinez-RamonS00
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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: 1-4

1990 – 1999

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1999
[j1]
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  - journals/tnn/LyhyaouiMMVSF99
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Abdelouahid Lyhyaoui, Manel Martínez-Ramón, Inma Mora, Maryan Vaquez, José-Luis Sancho, Aníbal R. Figueiras-Vidal:
Sample selection via clustering to construct support vector-like classifiers. IEEE Trans. Neural Networks 10(6): 1474-1481 (1999)

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