Search Results for author: Alexander Stevens

Found 2 papers, 2 papers with code

Generating Feasible and Plausible Counterfactual Explanations for Outcome Prediction of Business Processes

1 code implementation14 Mar 2024 Alexander Stevens, Chun Ouyang, Johannes De Smedt, Catarina Moreira

In recent years, various machine and deep learning architectures have been successfully introduced to the field of predictive process analytics.

counterfactual Decision Making

Explainability in Process Outcome Prediction: Guidelines to Obtain Interpretable and Faithful Models

1 code implementation30 Mar 2022 Alexander Stevens, Johannes De Smedt

In this paper, we define explainability through the interpretability of the explanations and the faithfulness of the explainability model in the field of process outcome prediction.

Explainable artificial intelligence Predictive Process Monitoring

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