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cs.LG2022
Motif-guided Time Series Counterfactual Explanations
Peiyu Li, Soukaina Filali Boubrahimi, Shah Muhammad Hamdi
With the rising need of interpretable machine learning methods, there is a necessity for a rise in human effort to provide diverse explanations of the influencing factors of the mo…
cs.LG2022★ 2 cited
Shapelet-Based Counterfactual Explanations for Multivariate Time Series
Omar Bahri, Soukaina Filali Boubrahimi, Shah Muhammad Hamdi
As machine learning and deep learning models have become highly prevalent in a multitude of domains, the main reservation in their adoption for decision-making processes is their b…