Search Results for author: Josep Carmona

Found 6 papers, 1 papers with code

A Human-in-the-Loop Approach based on Explainability to Improve NTL Detection

no code implementations28 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.

Feature Engineering Fraud Detection

Explainable Predictive Process Monitoring

1 code implementation4 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.

Predictive Process Monitoring

Business Process Variant Analysis based on Mutual Fingerprints of Event Logs

no code implementations23 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.

Anti-Alignments -- Measuring The Precision of Process Models and Event Logs

no code implementations28 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.

Challenges and Opportunities of Applying Natural Language Processing in Business Process Management

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.

Cannot find the paper you are looking for? You can Submit a new open access paper.