DE LEONI, MASSIMILIANO

DE LEONI, MASSIMILIANO  

Dipartimento di Matematica "Tullio Levi-Civita" - DM  

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Titolo Data di pubblicazione Autori Rivista Serie Titolo libro
Achieving Fairness in Predictive Process Analytics via Adversarial Learning 2025 de Leoni, MassimilianoPadella, Alessandro - LECTURE NOTES IN COMPUTER SCIENCE Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Balancing fitness and precision in process model repair: framework formalization, assessment, and benefits for simulation 2025 Vinci, Francescode Leoni, Massimiliano PROCESS SCIENCE - -
Data-aware process models: From soundness checking to repair 2025 Zavatteri, MatteoBresolin, Davidede Leoni, Massimiliano + DATA & KNOWLEDGE ENGINEERING - -
Enhancing Predictive Process Monitoring on Small-Scale Event Logs Using LLMs 2025 Padella, AlessandroFrazzetto, PaoloNavarin, Nicolode Leoni, Massimiliano - LECTURE NOTES IN BUSINESS INFORMATION PROCESSING Business Process Management Forum
Global Predictive Monitoring of Object-Centric Processes 2025 de Leoni, MassimilianoVolpato, Pietro - LECTURE NOTES IN COMPUTER SCIENCE Proceedings of the 23rd International Conference, BPM 2025, Seville, Spain, August 31 – September 5, 2025
Leveraging Counterfactuals for Prescriptive Process Analytics 2025 Ngoc-Diem LeAlessandro PadellaFrancesco VinciMassimiliano de Leoni - LECTURE NOTES IN BUSINESS INFORMATION PROCESSING Proceedings of the BPM 2025 RBPM, PT, and Educators Forum, Seville, Spain, August 31 – September 5, 2025
Online Discovery of Simulation Models for Evolving Business Processes 2025 Vinci, Francescode Leoni, Massimiliano + - LECTURE NOTES IN COMPUTER SCIENCE Proceedings of the 23rd International Conference, BPM 2025, Seville, Spain, August 31 – September 5, 2025
An empirical evaluation of unsupervised event log abstraction techniques in process mining 2024 de Leoni, Massimiliano + INFORMATION SYSTEMS - -
Experience-Based Resource Allocation for Remaining Time Optimization 2024 Padella, AlessandroVinci, Francescode Leoni, Massimiliano + - LECTURE NOTES IN COMPUTER SCIENCE Business Process Management - 22nd International Conference, BPM 2024, Krakow, Poland, September 1-6, 2024, Proceedings
Predictive Analytics for Object-Centric Processes: Do Graph Neural Networks Really Help? 2024 Galanti R.de Leoni M. - LECTURE NOTES IN BUSINESS INFORMATION PROCESSING 2023 Business Process Management Workshops
Repair of Unsound Data-Aware Process Models 2024 Zavatteri, MatteoBresolin, Davidede Leoni, Massimiliano - LECTURE NOTES IN BUSINESS INFORMATION PROCESSING Business process management workshops
Repairing Process Models Through Simulation and Explainable AI 2024 Vinci, Francescode Leoni, Massimiliano - LECTURE NOTES IN COMPUTER SCIENCE Business Process Management - 22nd International Conference, BPM 2024, Krakow, Poland, September 1-6, 2024, Proceedings
An explainable decision support system for predictive process analytics 2023 Riccardo GalantiMassimiliano de LeoniMerylin MonaroNicolo NavarinBrigida Di Stasi + ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE - -
Investigating the Influence of Data-Aware Process States on Activity Probabilities in Simulation Models: Does Accuracy Improve? 2023 de Leoni M.Vinci F. + - LECTURE NOTES IN COMPUTER SCIENCE Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Modelling Data-Aware Stochastic Processes - Discovery and Conformance Checking 2023 de Leoni M. + - LECTURE NOTES IN COMPUTER SCIENCE Proceedings of the 44th International Conference, PETRI NETS 2023, Lisbon, Portugal, June 25–30, 2023
Object-centric process predictive analytics 2023 Galanti, Riccardode Leoni, MassimilianoNavarin, Nicolo' + EXPERT SYSTEMS WITH APPLICATIONS - -
Resource Allocation in Recommender Systems for Global KPI Improvement 2023 Padella A.de Leoni M. - LECTURE NOTES IN BUSINESS INFORMATION PROCESSING Business Process Management Forum
A Framework to Improve the Accuracy of Process Simulation Models 2022 Fracca C.de Leoni M. + - LECTURE NOTES IN BUSINESS INFORMATION PROCESSING Lecture Notes in Business Information Processing
Estimating Activity Start Timestamps in the Presence of Waiting Times via Process Simulation 2022 Fracca C.de Leoni M. + - LECTURE NOTES IN ARTIFICIAL INTELLIGENCE Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Explainable Process Prescriptive Analytics 2022 Padella A.De Leoni M.Dogan O.Galanti R. - - 2022 4th International Conference on Process Mining (ICPM)