Search Results for author: Gabriel Marques Tavares

Found 3 papers, 1 papers with code

Decision Predicate Graphs: Enhancing Interpretability in Tree Ensembles

no code implementations3 Apr 2024 Leonardo Arrighi, Luca Pennella, Gabriel Marques Tavares, Sylvio Barbon Junior

In addressing this challenge, especially in complex scenarios, we introduce the Decision Predicate Graph (DPG) as a model-agnostic tool to provide a global interpretation of the model.

Using Meta-learning to Recommend Process Discovery Methods

1 code implementation23 Mar 2021 Sylvio Barbon Jr, Paolo Ceravolo, Ernesto Damiani, Gabriel Marques Tavares

Process discovery methods have obtained remarkable achievements in Process Mining, delivering comprehensible process models to enhance management capabilities.

Management Meta-Learning

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