Publicaciones
A First Approximation to the Effects of Classical Time Series Preprocessing Methods on LSTM Accuracy,
, International Work-Conference on Artificial Neural Networks, 05/2019, p.270-280, (2019)
Label noise filtering techniques to improve monotonic classification,
, Neurocomputing, 08/2019, Volume 353, p.83-95, (2019)
1-s2.0-main.pdf (1.21 MB)
Smartdata: Data preprocessing to achieve smart data in R,
, Neurocomputing, 09/2019, Volume 360, p.1-13, (2019)
Analysing the classification of imbalanced data-sets with multiple classes: Binarization techniques and ad-hoc approaches,
, Knowledge-Based Systems, Volume 42, p.97 - 110, (2013)