Predictive Process Monitoring Methods: Which One Suits Me Best?

Predictive Process Monitoring Methods: Which One Suits Me Best?

6 April 2018

Chiara Di Francescomarino

Fredrik P. Milani

Papers citing "Predictive Process Monitoring Methods: Which One Suits Me Best?"

11 / 11 papers shown

Title
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
A Survey on Event Prediction Methods from a Systems Perspective: Bringing Together Disparate Research Areas Janik-Vasily Benzin Stefanie Rinderle-Ma AI4TS 51 2 0 08 Feb 2023
Learning to act: a Reinforcement Learning approach to recommend the best next activities Stefano Branchi Chiara Di Francescomarino Chiara Ghidini David Massimo Francesco Ricci M. Ronzani 16 10 0 29 Mar 2022
Counterfactual Explanations for Predictive Business Process Monitoring Tsung-Hao Huang Andreas Metzger Klaus Pohl 32 19 0 24 Feb 2022
Explainable Predictive Process Monitoring: A User Evaluation Williams Rizzi M. Comuzzi Chiara Di Francescomarino Chiara Ghidini Suhwan Lee F. Maggi Alexander Nolte FaML XAI 27 8 0 15 Feb 2022
How do I update my model? On the resilience of Predictive Process Monitoring models to change Williams Rizzi1 Chiara Di Francescomarino Chiara Ghidini F. Maggi 32 18 0 08 Sep 2021
Deep Learning for Predictive Business Process Monitoring: Review and Benchmark Efrén Rama-Maneiro J. Vidal Manuel Lama 19 74 0 24 Sep 2020
Local Post-Hoc Explanations for Predictive Process Monitoring in Manufacturing Nijat Mehdiyev Peter Fettke 21 11 0 22 Sep 2020
Explainable Artificial Intelligence for Process Mining: A General Overview and Application of a Novel Local Explanation Approach for Predictive Process Monitoring Nijat Mehdiyev Peter Fettke AI4TS 25 55 0 04 Sep 2020
XNAP: Making LSTM-based Next Activity Predictions Explainable by Using LRP Sven Weinzierl Sandra Zilker Jens Brunk K. Revoredo Martin Matzner J. Becker 28 26 0 18 Aug 2020
Cause vs. Effect in Context-Sensitive Prediction of Business Process Instances Jens Brunk M. Stierle Leon Papke K. Revoredo Martin Matzner J. Becker 14 22 0 15 Jul 2020