no code implementations • 13 Apr 2022 • Giorgio Visani, Giacomo Graffi, Mattia Alfero, Enrico Bagli, Davide Capuzzo, Federico Chesani
From a prescriptive viewpoint, eventually, DAISYnt may pave the way to synthetic data adoption in highly regulated domains, ranging from Finance to Healthcare, through Insurance and Education.
no code implementations • 30 Sep 2021 • Federico Chesani, Chiara Di Francescomarino, Chiara Ghidini, Daniela Loreti, Fabrizio Maria Maggi, Paola Mello, Marco Montali, Sergio Tessaris
As the need to understand and formalise business processes into a model has grown over the last years, the process discovery research field has gained more and more importance, developing two different classes of approaches to model representation: procedural and declarative.
no code implementations • 30 Dec 2020 • Giorgio Visani, Federico Chesani, Enrico Bagli, Davide Capuzzo, Alessandro Poluzzi
Recently, also machine and deep learning techniques have been applied to the CRM task, showing an important increase in prediction quality and performances.
1 code implementation • 10 Jun 2020 • Giorgio Visani, Enrico Bagli, Federico Chesani
In this paper, we highlight a trade-off between explanation's stability and adherence, namely how much it resembles the ML model.
1 code implementation • 31 Jan 2020 • Giorgio Visani, Enrico Bagli, Federico Chesani, Alessandro Poluzzi, Davide Capuzzo
We test LIME on the Machine Learning algorithm and check its stability.
no code implementations • 17 Jun 2016 • Federico Chesani, Riccardo De Masellis, Chiara Di Francescomarino, Chiara Ghidini, Paola Mello, Marco Montali, Sergio Tessaris
The capability to store data about business processes execution in so-called Event Logs has brought to the diffusion of tools for the analysis of process executions and for the assessment of the goodness of a process model.
no code implementations • 15 May 2014 • Marco Gavanelli, Stefano Bragaglia, Michela Milano, Federico Chesani, Elisa Marengo, Paolo Cagnoli
In the policy making process a number of disparate and diverse issues such as economic development, environmental aspects, as well as the social acceptance of the policy, need to be considered.