Massimiliano Ronzani

25 papers A* 2A 1B 2C 1Journal 11Unranked 8
YearRankTypeTitle / Venue / Authors
2025 B conf
Enhanced What-If Scenarios Generation by Bridging Generative Models and Process Simulation.
ICPM
Andrei Buliga, Francesca Meneghello, Riccardo Graziosi, Massimiliano Ronzani
2025 A* conf
Generating Counterfactual Explanations Under Temporal Constraints.
AAAI
Andrei Buliga, Chiara Di Francescomarino, Chiara Ghidini, Marco Montali, Massimiliano Ronzani
2025 J jnl
Generating Counterfactual Explanations Under Temporal Constraints.
CoRR
Andrei Buliga, Chiara Di Francescomarino, Chiara Ghidini, Marco Montali, Massimiliano Ronzani
2025 J jnl
Generating multiperspective process traces using conditional variational autoencoders.
Process Sci.
Riccardo Graziosi, Massimiliano Ronzani, Andrei Buliga, Chiara Di Francescomarino, Francesco Folino, Chiara Ghidini, Francesca Meneghello, Luigi Pontieri
2025 J jnl
Graph-based Event Log Repair.
CoRR
Sebastiano Dissegna, Chiara Di Francescomarino, Massimiliano Ronzani
2025 J jnl
Improve Hospital Management Through Process Mining, Optimization, and Simulation: the CH4I-PM Project.
Künstliche Intell.
Massimiliano Ronzani, Emilio Sulis
2025 — conf
Multi-perspective Next Event Prediction in PPM via Heterogeneous Graph Neural Networks.
RCIS (1)
Sebastiano Dissegna, Chiara Di Francescomarino, Massimiliano Ronzani
2025 J jnl
Outcome-oriented local explanation using context-aware process patterns.
Eng. Appl. Artif. Intell.
Mozhgan Vazifehdoostirani, Andrei Buliga, Laura Genga, Chiara Di Francescomarino, Massimiliano Ronzani, Chiara Ghidini, Remco M. Dijkman
2025 A* conf
Proactive Data-driven Scheduling of Business Processes.
IJCAI
Francesca Meneghello, Arik Senderovich, Massimiliano Ronzani, Chiara Di Francescomarino, Chiara Ghidini
2025 J jnl
Robust solutions via optimisation and predictive process monitoring for the scheduling of the interventional radiology procedures.
Int. Trans. Oper. Res.
Matteo Di Cunzolo, Massimiliano Ronzani, Roberto Aringhieri, Chiara Di Francescomarino, Chiara Ghidini, Alberto Guastalla, Emilio Sulis
2025 J jnl
Runtime integration of machine learning and simulation for business processes: Time and decision mining predictions.
Inf. Syst.
Francesca Meneghello, Chiara Di Francescomarino, Chiara Ghidini, Massimiliano Ronzani
2025 C conf
T-ILR: a Neurosymbolic Integration for LTLf.
NeSy
Riccardo Andreoni, Andrei Buliga, Alessandro Daniele, Chiara Ghidini, Marco Montali, Massimiliano Ronzani
2025 J jnl
T-ILR: a Neurosymbolic Integration for LTLf.
CoRR
Riccardo Andreoni, Andrei Buliga, Alessandro Daniele, Chiara Ghidini, Marco Montali, Massimiliano Ronzani
2024 — conf
Analysing and Improving Business Processes Through Hybrid Simulation Model: A Case Study.
ICPM Workshops
Francesca Meneghello, Massimo Coletti, Debora Di Marco, Massimiliano Ronzani, Chiara Di Francescomarino, Chiara Ghidini
2024 B conf
Generating the Traces You Need: A Conditional Generative Model for Process Mining Data.
ICPM
Riccardo Graziosi, Massimiliano Ronzani, Andrei Buliga, Chiara Di Francescomarino, Francesco Folino, Chiara Ghidini, Francesca Meneghello, Luigi Pontieri
2024 J jnl
Generating the Traces You Need: A Conditional Generative Model for Process Mining Data.
CoRR
Riccardo Graziosi, Massimiliano Ronzani, Andrei Buliga, Chiara Di Francescomarino, Francesco Folino, Chiara Ghidini, Francesca Meneghello, Luigi Pontieri
2024 — conf
Nirdizati Light: A Modular Framework for Explainable Predictive Process Monitoring.
BPM (Demos / Resources Forum)
Andrei Buliga, Riccardo Graziosi, Chiara Di Francescomarino, Chiara Ghidini, Fabrizio Maria Maggi, Williams Rizzi, Massimiliano Ronzani
2024 A conf
Optimizing Resource Allocation Policies in Real-World Business Processes Using Hybrid Process Simulation and Deep Reinforcement Learning.
BPM
Francesca Meneghello, Jeroen Middelhuis, Laura Genga, Zaharah Allah Bukhsh, Massimiliano Ronzani, Chiara Di Francescomarino, Chiara Ghidini, Remco M. Dijkman
2023 J jnl
Recommending the optimal policy by learning to act from temporal data.
CoRR
Stefano Branchi, Andrei Buliga, Chiara Di Francescomarino, Chiara Ghidini, Francesca Meneghello, Massimiliano Ronzani
2022 — conf
Combining Process Mining and Optimization: A Scheduling Application in Healthcare.
Business Process Management Workshops
Matteo Di Cunzolo, Alberto Guastalla, Roberto Aringhieri, Emilio Sulis, Ilaria Angela Amantea, Massimiliano Ronzani, Chiara Di Francescomarino, Chiara Ghidini, Paolo Fonio, Marco Grosso
2022 — conf
Learning to Act: A Reinforcement Learning Approach to Recommend the Best Next Activities.
BPM (Forum)
Stefano Branchi, Chiara Di Francescomarino, Chiara Ghidini, David Massimo, Francesco Ricci, Massimiliano Ronzani
2022 J jnl
Learning to act: a Reinforcement Learning approach to recommend the best next activities.
CoRR
Stefano Branchi, Chiara Di Francescomarino, Chiara Ghidini, David Massimo, Francesco Ricci, Massimiliano Ronzani
2021 — conf
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
Roberto Aringhieri, Guido Boella, Enrico Brunetti, Luigi Di Caro, Chiara Di Francescomarino, Mauro Dragoni, Roger Ferrod, Chiara Ghidini, Renata Marinello, Massimiliano Ronzani, Emilio Sulis
2021 — conf
Towards the Application of Process Mining for Supporting the Home Hospitalization Service.
ITBPM@BPM
Roberto Aringhieri, Guido Boella, Enrico Brunetti, Luigi Di Caro, Chiara Di Francescomarino, Mauro Dragoni, Roger Ferrod, Chiara Ghidini, Renata Marinello, Massimiliano Ronzani, Emilio Sulis
2021 — conf
Unstructured Data in Predictive Process Monitoring: Lexicographic and Semantic Mapping to ICD-9-CM Codes for the Home Hospitalization Service.
AI*IA
Massimiliano Ronzani, Roger Ferrod, Chiara Di Francescomarino, Emilio Sulis, Roberto Aringhieri, Guido Boella, Enrico Brunetti, Luigi Di Caro, Mauro Dragoni, Chiara Ghidini, Renata Marinello