Instance-based Counterfactual Explanations for Time Series Classification

Eoin Delaney, Derek Greene, Mark T. Keane

In recent years, there has been a rapidly expanding focus on explaining the predictions made by black-box AI systems that handle image and tabular data. However, considerably less…