[HTML][HTML] Explainability in process outcome prediction: Guidelines to obtain interpretable and faithful models
A Stevens, J De Smedt - European Journal of Operational Research, 2024 - Elsevier
Process outcome prediction pertains to the classification of ongoing cases of (business)
processes into a given set of categorical outcomes. This field of research has seen a strong …
processes into a given set of categorical outcomes. This field of research has seen a strong …
Explainability in process outcome prediction: Guidelines to obtain interpretable and faithful models
A Stevens, J De Smedt - European Journal of Operational …, 2024 - econpapers.repec.org
Process outcome prediction pertains to the classification of ongoing cases of (business)
processes into a given set of categorical outcomes. This field of research has seen a strong …
processes into a given set of categorical outcomes. This field of research has seen a strong …
[PDF][PDF] Explainability in process outcome prediction: Guidelines to obtain interpretable and faithful models
A Stevens, J De Smedt - European Journal Of Operational …, 2023 - lirias.kuleuven.be
Process outcome prediction pertains to the classification of ongoing cases of (business)
processes into a given set of categorical outcomes. This field of research has seen a strong …
processes into a given set of categorical outcomes. This field of research has seen a strong …
Explainability in Process Outcome Prediction: Guidelines to Obtain Interpretable and Faithful Models
A Stevens, J De Smedt - arXiv preprint arXiv:2203.16073, 2022 - arxiv.org
Although a recent shift has been made in the field of predictive process monitoring to use
models from the explainable artificial intelligence field, the evaluation still occurs mainly …
models from the explainable artificial intelligence field, the evaluation still occurs mainly …
Explainability in process outcome prediction: Guidelines to obtain interpretable and faithful models
A Stevens, J De Smedt - European Journal of Operational Research, 2024 - ideas.repec.org
Process outcome prediction pertains to the classification of ongoing cases of (business)
processes into a given set of categorical outcomes. This field of research has seen a strong …
processes into a given set of categorical outcomes. This field of research has seen a strong …
Explainability in Process Outcome Prediction: Guidelines to Obtain Interpretable and Faithful Models
A Stevens, J De Smedt - arXiv e-prints, 2022 - ui.adsabs.harvard.edu
Although a recent shift has been made in the field of predictive process monitoring to use
models from the explainable artificial intelligence field, the evaluation still occurs mainly …
models from the explainable artificial intelligence field, the evaluation still occurs mainly …