Browsing Machine Learning by Subject "robustness"

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    • Ad-Hoc Explanation for Time Series Classification 

      Abanda, A.Autoridad BCAM; Mori, U.; Lozano, J.A.Autoridad BCAM (2022)
      In this work, a perturbation-based model-agnostic explanation method for time series classification is presented. One of the main novelties of the proposed method is that the considered perturbations are interpretable and ...