A new cluster-based oversampling method for improving survival prediction of hepatocellular carcinoma patients
Santos, Miriam Seoane, Abreu, Pedro Henriques, García-Laencina, Pedro J., Simão, Adélia, Carvalho, Armando
Published in Journal of biomedical informatics (01.12.2015)
Published in Journal of biomedical informatics (01.12.2015)
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Journal Article
Efficient automatic selection and combination of EEG features in least squares classifiers for motor imagery brain-computer interfaces
Rodríguez-Bermúdez, German, García-Laencina, Pedro J, Roca-Dorda, Joaquín
Published in International journal of neural systems (01.08.2013)
Published in International journal of neural systems (01.08.2013)
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Journal Article
Efficient feature selection and linear discrimination of EEG signals
Rodríguez-Bermúdez, Germán, García-Laencina, Pedro J., Roca-González, Joaquín, Roca-Dorda, Joaquín
Published in Neurocomputing (Amsterdam) (04.09.2013)
Published in Neurocomputing (Amsterdam) (04.09.2013)
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Journal Article
Improving the Classifier Performance in Motor Imagery Task Classification: What are the steps in the classification process that we should worry about?
Santos, Miriam Seoane, Abreu, Pedro Henriques, Rodríguez-Bermúdez, Germán, García-Laencina, Pedro J.
Published in International journal of computational intelligence systems (2018)
Published in International journal of computational intelligence systems (2018)
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Journal Article
Neural architecture design based on extreme learning machine
Bueno-Crespo, Andrés, García-Laencina, Pedro J., Sancho-Gómez, José-Luis
Published in Neural networks (01.12.2013)
Published in Neural networks (01.12.2013)
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Journal Article
Missing data imputation using statistical and machine learning methods in a real breast cancer problem
Jerez, José M, Molina, Ignacio, García-Laencina, Pedro J, Alba, Emilio, Ribelles, Nuria, Martín, Miguel, Franco, Leonardo
Published in Artificial intelligence in medicine (01.10.2010)
Published in Artificial intelligence in medicine (01.10.2010)
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Journal Article
Pattern classification with missing data: a review
García-Laencina, Pedro J., Sancho-Gómez, José-Luis, Figueiras-Vidal, Aníbal R.
Published in Neural computing & applications (01.03.2010)
Published in Neural computing & applications (01.03.2010)
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Journal Article
Exploiting Multitask Learning Schemes Using Private Subnetworks
García-Laencina, Pedro J., Figueiras-Vidal, Aníbal R., Serrano-García, Jesús, Sancho-Gómez, José-Luis
Published in Computational Intelligence and Bioinspired Systems (2005)
Published in Computational Intelligence and Bioinspired Systems (2005)
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Book Chapter
Conference Proceeding
A robust approach for classifying unknown data in medical diagnosis problems
Garcia-Laencina, P.J., Vidal, A.R.F., Sancho-Gomez, J.-L.
Published in 2008 World Automation Congress (01.09.2008)
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Published in 2008 World Automation Congress (01.09.2008)
Conference Proceeding