Publicaciones en colaboración con investigadoras/es de IK4-IKERLAN (7)

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

  3. SilionBurmuin: A Horizon Europe propelled Neurocomputing Initiative in the Basque Country

    Proceedings - 2023 49th Euromicro Conference on Software Engineering and Advanced Applications, SEAA 2023

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

2021

  1. A Review on Outlier/Anomaly Detection in Time Series Data

    ACM Computing Surveys, Vol. 54, Núm. 3

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

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

2019

  1. Supervised non-parametric discretization based on Kernel density estimation

    Pattern Recognition Letters, Vol. 128, pp. 496-504