Pedro J. García-Laencina

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)

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)

José M. Jerez, Ignacio Molina, Pedro J. García-Laencina, Emilio Alba, Nuria Ribelles, Miguel Martín, Leonardo Franco: Missing data imputation using statistical and machine learning methods in a real breast cancer problem. Artificial Intelligence in Medicine 50(2): 105-115 (2010)

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)

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)

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

Santiago González-Benítez, Rafael Verdú, Rafael Berenguer, Pedro J. García-Laencina: Segmentation of Sequences of Stereoscopic Images for Modelling Artificial Muscles. IWINAC (2) 2007: 152-161

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

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

Pedro J. García-Laencina, José-Luis Sancho-Gómez, Aníbal R. Figueiras-Vidal: Pattern Classification with Missing Values using Multitask Learning. IJCNN 2006: 3594-3601

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