dCAM: Dimension-wise Class Activation Map for Explaining Multivariate Data Series Classification

1 code implementation • 25 Jul 2022 • Paul Boniol, Mohammed Meftah, Emmanuel Remy, Themis Palpanas

Convolutional neural networks perform well for the data series classification task; though, the explanations provided by this type of algorithm are poor for the specific case of multivariate data series.

Classification Explainable Models +2