Shapley Chains: Extending Shapley Values to Classifier Chains. - Célia Wafa Ayad; Thomas Bonnier; Benjamin Bosch; Jesse Read (DS, 2022)

Which Explanation Makes Sense? A Critical Evaluation of Local Explanations for Assessing Cervical Cancer Risk. - Célia Wafa Ayad; Thomas Bonnier; Benjamin Bosch; Jesse Read; Sonali Parbhoo (MLHC, 2023)

Feature Importance Depends on Properties of the Data: Towards Choosing the Correct Explanations for Your Data and Decision Trees based Models. - Célia Wafa Ayad; Thomas Bonnier; Benjamin Bosch; Sonali Parbhoo; Jesse Read (CoRR, 2025)