Counterfactual Explanations for Predictive Business Process Monitoring

24 February 2022

Papers citing "Counterfactual Explanations for Predictive Business Process Monitoring"

10 / 10 papers shown

Title
Counterfactual Strategies for Markov Decision Processes Paul Kobialka Lina Gerlach Francesco Leofante E. Ábrahám S. L. T. Tarifa E. Johnsen 18 0 0 14 May 2025
Generating Counterfactual Explanations Under Temporal Constraints A. Buliga Chiara Di Francescomarino Chiara Ghidini Marco Montali M. Ronzani 66 1 0 03 Mar 2025
Guiding the generation of counterfactual explanations through temporal background knowledge for Predictive Process Monitoring A. Buliga Chiara Di Francescomarino Chiara Ghidini Ivan Donadello F. Maggi 19 1 0 18 Mar 2024
Generating Feasible and Plausible Counterfactual Explanations for Outcome Prediction of Business Processes Alexander Stevens Chun Ouyang Johannes De Smedt Catarina Moreira CML 19 1 0 14 Mar 2024
Automatically Reconciling the Trade-off between Prediction Accuracy and Earliness in Prescriptive Business Process Monitoring Andreas Metzger Tristan Kley Aristide Rothweiler Klaus Pohl 12 2 0 12 Jul 2023
CREATED: Generating Viable Counterfactual Sequences for Predictive Process Analytics Olusanmi A. Hundogan Xixi Lu Yupei Du H. Reijers AI4TS 17 7 0 28 Mar 2023
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 11 0 0 27 Mar 2023
A Framework for Extracting and Encoding Features from Object-Centric Event Data Jan Niklas Adams Gyunam Park Sergej Levich Daniel Schuster Wil M.P. van der Aalst 23 17 0 02 Sep 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 19 23 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 24 106 0 20 Oct 2020