Now showing items 1-3 of 3

    • Contributions to Time Series Classification: Meta-Learning and Explainability 

      Abanda, A.Autoridad BCAM (2021-11-16)
      This thesis includes 3 contributions of different types to the area of supervised time series classification, a growing field of research due to the amount of time series collected daily in a wide variety of domains. In ...
    • A review on distance based time series classification 

      Abanda, A.Autoridad BCAM; Mori, U.; Lozano, J.A.Autoridad BCAM (2018-11-01)
      Time series classification is an increasing research topic due to the vast amount of time series data that is being created over a wide variety of fields. The particularity of the data makes it a challenging task and ...
    • Time Series Classifier Recommendation by a Meta-Learning Approach 

      Abanda, A.Autoridad BCAM; Mori, U.; Lozano, J.A.Autoridad BCAM (2022-03-26)
      This work addresses time series classifier recommendation for the first time in the literature by considering several recommendation forms or meta-targets: classifier accuracies, complete ranking, top-M ranking, best set ...