DE LEONI, MASSIMILIANO
DE LEONI, MASSIMILIANO
Dipartimento di Matematica "Tullio Levi-Civita" - DM
Improving organizational processes in healthcare through simulation-driven resource allocation: Methodology and real-world case study
2026 Vinci, Francesco; Aloini, Davide; Benevento, Elisabetta; Stefanini, Alessandro; Zen, Francesca; De Leoni, Massimiliano
Nine years later: Reflecting on our article: A general process mining framework for correlating, predicting, and clustering dynamic behavior based on event logs
2026 De Leoni, Massimiliano; Van Der Aalst, Wil M. P.; Dees, Marcus
Accurate and Noise-Tolerant Extraction of Routine Logs in Robotic Process Automation
2025 De Leoni, Massimiliano; Khan, Faizan Ahmed; Agostinelli, Simone
Achieving Fairness in Predictive Process Analytics via Adversarial Learning
2025 de Leoni, Massimiliano; Padella, Alessandro
Balancing fitness and precision in process model repair: framework formalization, assessment, and benefits for simulation
2025 Vinci, Francesco; De Leoni, Massimiliano
Data-aware process models: From soundness checking to repair
2025 Zavatteri, Matteo; Bresolin, Davide; De Leoni, Massimiliano; Makaj, Aurelo
Enhancing Predictive Process Monitoring on Small-Scale Event Logs Using LLMs
2025 Padella, Alessandro; Frazzetto, Paolo; Navarin, Nicolo; De Leoni, Massimiliano
Global Predictive Monitoring of Object-Centric Processes
2025 De Leoni, Massimiliano; Volpato, Pietro
Leveraging Counterfactuals for Prescriptive Process Analytics
2025 Le, Ngoc Diem; Padella, Alessandro; Vinci, Francesco; De Leoni, Massimiliano
Online Discovery of Simulation Models for Evolving Business Processes
2025 Vinci, Francesco; Park, Gyunam; Van Der Aalst, Wil M. P.; De Leoni, Massimiliano
Reliable and Configurable Process Simulations via Probabilistic White-Box Models
2025 Vinci, Francesco; Park, Gyunam; Van Der Aalst, Wil M. P.; De Leoni, Massimiliano
Special issue on verification, control, and repair in business process management
2025 Zavatteri, M.; De Leoni, M.; Eder, J.; Reichert, M.
An empirical evaluation of unsupervised event log abstraction techniques in process mining
2024 Van Houdt, Greg; De Leoni, Massimiliano; Martin, Niels; Depaire, Benoît
Experience-Based Resource Allocation for Remaining Time Optimization
2024 Padella, Alessandro; Mannhardt, Felix; Vinci, Francesco; De Leoni, Massimiliano; Vanderfeesten, Irene
Predictive Analytics for Object-Centric Processes: Do Graph Neural Networks Really Help?
2024 Galanti, R.; De Leoni, M.
Repair of Unsound Data-Aware Process Models
2024 Zavatteri, Matteo; Bresolin, Davide; De Leoni, Massimiliano
Repairing Process Models Through Simulation and Explainable AI
2024 Vinci, Francesco; De Leoni, Massimiliano
An explainable decision support system for predictive process analytics
2023 Galanti, Riccardo; DE LEONI, Massimiliano; Monaro, Merylin; Navarin, Nicolo; Marazzi, Alan; DI STASI, Brigida; Maldera, Stephanie
Investigating the Influence of Data-Aware Process States on Activity Probabilities in Simulation Models: Does Accuracy Improve?
2023 De Leoni, M.; Vinci, F.; Leemans, S. J. J.; Mannhardt, F.
Modelling Data-Aware Stochastic Processes - Discovery and Conformance Checking
2023 Mannhardt, F.; Leemans, S. J. J.; Schwanen, C. T.; de Leoni, M.