Publicaciones

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2013
Analysing the classification of imbalanced data-sets with multiple classes: Binarization techniques and ad-hoc approaches, Fernandez, Alberto, López Victoria, Galar Mikel, del Jesus M. J., Herrera F., and BV ELSEVIER S. C. I. E. N. C. E. , Knowledge-Based Systems, Volume 42, p.97 - 110, (2013)
2019
A First Approximation to the Effects of Classical Time Series Preprocessing Methods on LSTM Accuracy, Viedma, Daniel Trujillo, Rivera-Rivas A.J., Charte Francisco, and del Jesus M. J. , International Work-Conference on Artificial Neural Networks, 05/2019, p.270-280, (2019)
Label noise filtering techniques to improve monotonic classification, Cano, J. R., Luengo J., and García S. , Neurocomputing, 08/2019, Volume 353, p.83-95, (2019) PDF icon 1-s2.0-main.pdf (1.21 MB)
Smartdata: Data preprocessing to achieve smart data in R, Cordon, I., Luengo Julián, García Salvador, Herrera F., and Charte Francisco , Neurocomputing, 09/2019, Volume 360, p.1-13, (2019)