no code implementations • COLING 2018 • Han van der Aa, Josep Carmona, Henrik Leopold, Jan Mendling, Llu{\'\i}s Padr{\'o}
The Business Process Management (BPM) field focuses in the coordination of labor so that organizational processes are smoothly executed in a way that products and services are properly delivered.
no code implementations • 28 Nov 2019 • Thomas Chatain, Mathilde Boltenhagen, Josep Carmona
One important metric in conformance checking is to asses the precision of the model with respect to the observed executions, i. e., characterize the ability of the model to produce behavior unrelated to the one observed.
no code implementations • 23 Dec 2019 • Farbod Taymouri, Marcello La Rosa, Josep Carmona
The cornerstone of this approach is a technique to learn a directly follows graph called mutual fingerprint from the event logs of the two variants.
1 code implementation • 4 Aug 2020 • Riccardo Galanti, Bernat Coma-Puig, Massimiliano de Leoni, Josep Carmona, Nicolò Navarin
Predictive Business Process Monitoring is becoming an essential aid for organizations, providing online operational support of their processes.
no code implementations • 28 Sep 2020 • Bernat Coma-Puig, Josep Carmona
Implementing systems based on Machine Learning to detect fraud and other Non-Technical Losses (NTL) is challenging: the data available is biased, and the algorithms currently used are black-boxes that cannot be either easily trusted or understood by stakeholders.
no code implementations • 26 Jun 2021 • Anna Kalenkova, Josep Carmona, Artem Polyvyanyy, Marcello La Rosa
State-of-the-art process discovery methods construct free-choice process models from event logs.