Prescriptive Process Monitoring Under Resource Constraints: A Causal
Inference Approach

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Prescriptive Process Monitoring Under Resource Constraints: A Causal Inference Approach

7 September 2021

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Papers citing "Prescriptive Process Monitoring Under Resource Constraints: A Causal Inference Approach"

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Title
Prescriptive Process Monitoring for Cost-Aware Cycle Time Reduction Z. Bozorgi Irene Teinemaa Marlon Dumas M. Rosa Artem Polyvyanyy 38 35 0 15 May 2021
Process Mining Meets Causal Machine Learning: Discovering Causal Rules from Event Logs Z. Bozorgi Irene Teinemaa Marlon Dumas M. Rosa Artem Polyvyanyy CML AI4TS 36 45 0 03 Sep 2020
Prescriptive Business Process Monitoring for Recommending Next Best Actions Sven Weinzierl Sebastian Dunzer Sandra Zilker Martin Matzner 28 50 0 19 Aug 2020
Causality Learning: A New Perspective for Interpretable Machine Learning Guandong Xu Tri Dung Duong Q. Li S. Liu Xianzhi Wang XAI OOD CML 50 52 0 27 Jun 2020
Fire Now, Fire Later: Alarm-Based Systems for Prescriptive Process Monitoring Stephan A. Fahrenkrog-Petersen Niek Tax Irene Teinemaa Marlon Dumas M. Leoni F. Maggi Matthias Weidlich 33 43 0 23 May 2019
A Survey of Learning Causality with Data: Problems and Methods Ruocheng Guo Lu Cheng Jundong Li P. R. Hahn Huan Liu CML 63 168 0 25 Sep 2018
Orthogonal Random Forest for Causal Inference Miruna Oprescu Vasilis Syrgkanis Zhiwei Steven Wu CML 96 111 0 09 Jun 2018
Temporal Stability in Predictive Process Monitoring Irene Teinemaa Marlon Dumas A. Leontjeva F. Maggi 39 57 0 12 Dec 2017
Outcome-Oriented Predictive Process Monitoring: Review and Benchmark Irene Teinemaa Marlon Dumas M. Rosa F. Maggi 51 187 0 21 Jul 2017
Generalized Random Forests Susan Athey J. Tibshirani Stefan Wager 351 1,371 0 05 Oct 2016