Massimiliano Ronzani

Publication Activity (10 Years)

Years Active: 2021-2023
Publications (10 Years): 7

Top Topics

Reinforcement Learning

Unstructured Data

Semantic Mapping

Top Venues

SMARTERCARE@AI*IA

Publications

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 (2023)
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)
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)
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 (2022)
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)
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)
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)