Publicaciones en colaboración con investigadoras/es de Basque Center for Applied Mathematics (10)

2024

  1. Reinforcement learning for the optimization and online control of emulsion polymerization reactors: Particle morphology

    Computers and Chemical Engineering, Vol. 187

2023

  1. Minimum Recall-Based Loss Function for Imbalanced Time Series Classification

    IEEE Transactions on Knowledge and Data Engineering, Vol. 35, Núm. 10, pp. 10024-10034

  2. Selective Imputation for Multivariate Time Series Datasets with Missing Values

    IEEE Transactions on Knowledge and Data Engineering, Vol. 35, Núm. 9, pp. 9490-9501

2022

  1. A Multivariate Time Series Streaming Classifier for Predicting Hard Drive Failures [Application Notes]

    IEEE Computational Intelligence Magazine, Vol. 17, Núm. 1, pp. 102-114

  2. Ad-hoc explanation for time series classification

    Knowledge-Based Systems, Vol. 252

  3. Time series classifier recommendation by a meta-learning approach

    Pattern Recognition, Vol. 128

2021

  1. Water leak detection using self-supervised time series classification

    Information Sciences, Vol. 574, pp. 528-541

2020

  1. Mutual information based feature subset selection in multivariate time series classification

    Pattern Recognition, Vol. 108

2019

  1. A review on distance based time series classification

    Data Mining and Knowledge Discovery, Vol. 33, Núm. 2, pp. 378-412

  2. Early classification of time series using multi-objective optimization techniques

    Information Sciences, Vol. 492, pp. 204-218