DiCE4EL: Interpreting Process Predictions using a Milestone-Aware Counterfactual Approach

19 July 2021

Papers citing "DiCE4EL: Interpreting Process Predictions using a Milestone-Aware Counterfactual Approach"

6 / 6 papers shown

Title
Counterfactual Explanations for Multivariate Time-Series without Training Datasets Xiangyu Sun Raquel Aoki Kevin H. Wilson 32 1 0 28 May 2024
Explain, Adapt and Retrain: How to improve the accuracy of a PPM classifier through different explanation styles Williams Rizzi Chiara Di Francescomarino Chiara Ghidini F. Maggi 26 0 0 27 Mar 2023
Explainable Artificial Intelligence for Improved Modeling of Processes Riza Velioglu Jan Philip Göpfert André Artelt Barbara Hammer AI4TS 22 4 0 01 Dec 2022
An Explainable Decision Support System for Predictive Process Analytics Riccardo Galanti M. Leoni M. Monaro Nicoló Navarin Alan Marazzi Brigida Di Stasi Stéphanie Maldera 34 24 0 26 Jul 2022
Counterfactual Explanations and Algorithmic Recourses for Machine Learning: A Review Sahil Verma Varich Boonsanong Minh Hoang Keegan E. Hines John P. Dickerson Chirag Shah CML 28 164 0 20 Oct 2020
An Interpretable Probabilistic Approach for Demystifying Black-box Predictive Models Catarina Moreira Yu-Liang Chou M. Velmurugan Chun Ouyang Renuka Sindhgatta P. Bruza 38 57 0 21 Jul 2020