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Publication search results
found 14 matches
- 2024
- Vincenzo Pasquadibisceglie
, Raffaele Scaringi
, Annalisa Appice
, Giovanna Castellano
, Donato Malerba
:
${\sf PROPHET}$PROPHET: Explainable Predictive Process Monitoring With Heterogeneous Graph Neural Networks. IEEE Trans. Serv. Comput. 17(6): 4111-4124 (2024) - Andrei Buliga, Riccardo Graziosi, Chiara Di Francescomarino, Chiara Ghidini, Fabrizio Maria Maggi, Williams Rizzi, Massimiliano Ronzani:
Nirdizati Light: A Modular Framework for Explainable Predictive Process Monitoring. BPM (Demos / Resources Forum) 2024: 111-115 - 2023
- Nijat Mehdiyev, Maxim Majlatow, Peter Fettke:
Explainable Artificial Intelligence Meets Uncertainty Quantification for Predictive Process Monitoring. PMAI@IJCAI 2023: 29-32 - Nijat Mehdiyev, Maxim Majlatow, Peter Fettke:
Interpretable and Explainable Machine Learning Methods for Predictive Process Monitoring: A Systematic Literature Review. CoRR abs/2312.17584 (2023) - 2022
- Christian Warmuth
, Henrik Leopold:
On the Potential of Textual Data for Explainable Predictive Process Monitoring. ICPM Workshops 2022: 190-202 - Williams Rizzi, Marco Comuzzi, Chiara Di Francescomarino, Chiara Ghidini, Suhwan Lee, Fabrizio Maria Maggi, Alexander Nolte:
Explainable Predictive Process Monitoring: A User Evaluation. CoRR abs/2202.07760 (2022) - (Withdrawn) Explainable Artificial Intelligence in Process Mining: Assessing the Explainability-Performance Trade-Off in Outcome-Oriented Predictive Process Monitoring. CoRR abs/2203.16073 (2022)
- 2021
- Williams Rizzi:
Integrating Explainable Machine Learning and Predictive Process Monitoring. BPM (PhD/Demos) 2021: 73-79 - Matthias Stierle, Jens Brunk, Sven Weinzierl, Sandra Zilker, Martin Matzner, Jörg Becker:
Bringing Light Into the Darkness - A Systematic Literature Review on Explainable Predictive Business Process Monitoring Techniques. ECIS 2021 - 2020
- Maximilian Harl
, Sven Weinzierl
, Matthias Stierle
, Martin Matzner
:
Explainable predictive business process monitoring using gated graph neural networks. J. Decis. Syst. 29(Supplement): 312-327 (2020) - Riccardo Galanti, Bernat Coma-Puig
, Massimiliano de Leoni, Josep Carmona, Nicolò Navarin
:
Explainable Predictive Process Monitoring. ICPM 2020: 1-8 - Riccardo Galanti, Bernat Coma-Puig, Massimiliano de Leoni, Josep Carmona, Nicolò Navarin:
Explainable Predictive Process Monitoring. CoRR abs/2008.01807 (2020) - Nijat Mehdiyev, Peter Fettke:
Explainable Artificial Intelligence for Process Mining: A General Overview and Application of a Novel Local Explanation Approach for Predictive Process Monitoring. CoRR abs/2009.02098 (2020) - 2019
- Ilya Verenich:
Explainable Predictive Monitoring of Temporal Measures of Business Processes. BPM (PhD/Demos) 2019: 26-30
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