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2020 – today
- 2025
[j1]Francesca Meneghello, Chiara Di Francescomarino, Chiara Ghidini, Massimiliano Ronzani:
Runtime integration of machine learning and simulation for business processes: Time and decision mining predictions. Inf. Syst. 128: 102472 (2025)- 2024
- [c8]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 - [c7]Francesca Meneghello, Jeroen Middelhuis, Laura Genga, Zaharah Bukhsh, Massimiliano Ronzani, Chiara Di Francescomarino, Chiara Ghidini, Remco M. Dijkman:
Optimizing Resource Allocation Policies in Real-World Business Processes Using Hybrid Process Simulation and Deep Reinforcement Learning. BPM 2024: 167-184 - [c6]Riccardo Graziosi, Massimiliano Ronzani, Andrei Buliga, Chiara Di Francescomarino, Francesco Folino, Chiara Ghidini, Francesca Meneghello, Luigi Pontieri:
Generating the Traces You Need: A Conditional Generative Model for Process Mining Data. ICPM 2024: 25-32 - 2023
- [i2]Stefano Branchi, Andrei Buliga, Chiara Di Francescomarino, Chiara Ghidini, Francesca Meneghello, Massimiliano Ronzani
:
Recommending the optimal policy by learning to act from temporal data. CoRR abs/2303.09209 (2023) - 2022
- [c5]Stefano Branchi, Chiara Di Francescomarino, Chiara Ghidini, David Massimo, Francesco Ricci, Massimiliano Ronzani:
Learning to Act: A Reinforcement Learning Approach to Recommend the Best Next Activities. BPM (Forum) 2022: 137-154 - [c4]Matteo Di Cunzolo, Alberto Guastalla, Roberto Aringhieri, Emilio Sulis, Ilaria Angela Amantea, Massimiliano Ronzani, Chiara Di Francescomarino, Chiara Ghidini, Paolo Fonio, Marco Grosso:
Combining Process Mining and Optimization: A Scheduling Application in Healthcare. Business Process Management Workshops 2022: 197-209 - [i1]Stefano Branchi, Chiara Di Francescomarino, Chiara Ghidini, David Massimo, Francesco Ricci, Massimiliano Ronzani:
Learning to act: a Reinforcement Learning approach to recommend the best next activities. CoRR abs/2203.15398 (2022) - 2021
- [c3]Roberto Aringhieri, Guido Boella, Enrico Brunetti, Luigi Di Caro, Chiara Di Francescomarino, Mauro Dragoni, Roger Ferrod, Chiara Ghidini, Renata Marinello, Massimiliano Ronzani, Emilio Sulis:
Leveraging Structured Data in Predictive Process Monitoring: the Case of the ICD-9-CM in the Scenario of the Home Hospitalization Service. SMARTERCARE@AI*IA 2021: 48-60 - [c2]Massimiliano Ronzani, Roger Ferrod, Chiara Di Francescomarino, Emilio Sulis, Roberto Aringhieri, Guido Boella, Enrico Brunetti, Luigi Di Caro, Mauro Dragoni, Chiara Ghidini, Renata Marinello:
Unstructured Data in Predictive Process Monitoring: Lexicographic and Semantic Mapping to ICD-9-CM Codes for the Home Hospitalization Service. AI*IA 2021: 700-715 - [c1]Roberto Aringhieri, Guido Boella, Enrico Brunetti, Luigi Di Caro, Chiara Di Francescomarino, Mauro Dragoni, Roger Ferrod, Chiara Ghidini, Renata Marinello, Massimiliano Ronzani, Emilio Sulis:
Towards the Application of Process Mining for Supporting the Home Hospitalization Service. ITBPM@BPM 2021: 33-38
Coauthor Index
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