13 citations · 22 across the 5 of their papers we have counts for
5 papers
Automated Repair of Process Models with Non-Local Constraints Using State-Based Region Theory
Anna Kalenkova, Josep Carmona, Artem Polyvyanyy +1
State-of-the-art process discovery methods construct free-choice process models from event logs. Consequently, the constructed models do not take into account indirect dependencies…
A Human-in-the-Loop Approach based on Explainability to Improve NTL Detection
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…
Business Process Variant Analysis based on Mutual Fingerprints of Event Logs
Farbod Taymouri, Marcello La Rosa, Josep Carmona
Comparing business process variants using event logs is a common use case in process mining. Existing techniques for process variant analysis detect statistically-significant diffe…
Anti-Alignments -- Measuring The Precision of Process Models and Event Logs
Thomas Chatain, Mathilde Boltenhagen, Josep Carmona
Processes are a crucial artefact in organizations, since they coordinate the execution of activities so that products and services are provided. The use of models to analyse the un…
Unfolding-Based Process Discovery
Hernán Ponce-de-León, César Rodríguez, Josep Carmona +2
This paper presents a novel technique for process discovery. In contrast to the current trend, which only considers an event log for discovering a process model, we assume two addi…