Counterfactual Explainable AI (XAI) Method for Deep Learning-Based Multivariate Time Series Classification

Alan G. Paredes Cetina, Kaouther Benguessoum, Raoni Lourenço +1

Recent advances in deep learning have improved multivariate time series (MTS) classification and regression by capturing complex patterns, but their lack of transparency hinders de…