Mutual information based feature subset selection in multivariate time series classification. - Josu Ircio; Aizea Lojo; Usue Mori; José Antonio Lozano 001 (Pattern Recognit., 2020)

A Multivariate Time Series Streaming Classifier for Predicting Hard Drive Failures [Application Notes]. - Josu Ircio; Aizea Lojo; José Antonio Lozano 001; Usue Mori (IEEE Comput. Intell. Mag., 2022)

Minimum Recall-Based Loss Function for Imbalanced Time Series Classification. - Josu Ircio; Aizea Lojo; Usue Mori; Simon Malinowski; José Antonio Lozano 001 (IEEE Trans. Knowl. Data Eng., 2023)