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Fabrizio Maria Maggi

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Guiding the generation of counterfactual explanations through temporal background knowledge for Predictive Process Monitoring

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Mar 18, 2024
Andrei Buliga, Chiara Di Francescomarino, Chiara Ghidini, Ivan Donadello, Fabrizio Maria Maggi

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Knowledge-Driven Modulation of Neural Networks with Attention Mechanism for Next Activity Prediction

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Dec 14, 2023
Ivan Donadello, Jonghyeon Ko, Fabrizio Maria Maggi, Jan Mendling, Francesco Riva, Matthias Weidlich

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Explain, Adapt and Retrain: How to improve the accuracy of a PPM classifier through different explanation styles

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Mar 27, 2023
Williams Rizzi, Chiara Di Francescomarino, Chiara Ghidini, Fabrizio Maria Maggi

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Outcome-Oriented Prescriptive Process Monitoring Based on Temporal Logic Patterns

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Nov 14, 2022
Ivan Donadello, Chiara Di Francescomarino, Fabrizio Maria Maggi, Francesco Ricci, Aladdin Shikhizada

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Nirdizati: an Advanced Predictive Process Monitoring Toolkit

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Oct 18, 2022
Williams Rizzi, Chiara Di Francescomarino, Chiara Ghidini, Fabrizio Maria Maggi

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ASP-Based Declarative Process Mining

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May 04, 2022
Francesco Chiariello, Fabrizio Maria Maggi, Fabio Patrizi

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Explainable Predictive Process Monitoring: A User Evaluation

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Feb 15, 2022
Williams Rizzi, Marco Comuzzi, Chiara Di Francescomarino, Chiara Ghidini, Suhwan Lee, Fabrizio Maria Maggi, Alexander Nolte

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Monitoring Hybrid Process Specifications with Conflict Management: The Automata-theoretic Approach

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Nov 25, 2021
Anti Alman, Fabrizio Maria Maggi, Marco Montali, Fabio Patrizi, Andrey Rivkin

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Exploring Business Process Deviance with Sequential and Declarative Patterns

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Nov 24, 2021
Giacomo Bergami, Chiara Di Francescomarino, Chiara Ghidini, Fabrizio Maria Maggi, Joonas Puura

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