Bernat Coma-Puig

12 papers B 3Misc 1Journal 5Unranked 2
YearRankTypeTitle / Venue / Authors
2024 J jnl
A case study of improving a non-technical losses detection system through explainability.
Data Min. Knowl. Discov.
Bernat Coma-Puig, Albert Calvo, Josep Carmona, Ricard Gavaldà
2024 — conf
Building Digital Twins from the Unseen: Leveraging Similar Workflows to Protect IoT-Equipped Infrastructures.
IFIPIoT (2)
Bernat Coma-Puig, Jacek Dominiak, Victor Muntés-Mulero
2022 — —
Human-aware application of data science techniques.
Bernat Coma-Puig
2022 J jnl
Non-technical losses detection in energy consumption focusing on energy recovery and explainability.
Mach. Learn.
Bernat Coma-Puig, Josep Carmona
2021 — conf
A Human-in-the-Loop Approach based on Explainability to Improve NTL Detection.
ICDM (Workshops)
Bernat Coma-Puig, Josep Carmona
2021 B conf
Non-Technical Losses Detection in Energy Consumption Focusing on Energy Recovery and Explainability: Extended Abstract.
DSAA
Bernat Coma-Puig, Josep Carmona
2020 J jnl
An Iterative Approach based on Explainability to Improve the Learning of Fraud Detection Models.
CoRR
Bernat Coma-Puig, Josep Carmona
2020 B conf
Explainable Predictive Process Monitoring.
ICPM
Riccardo Galanti, Bernat Coma-Puig, Massimiliano de Leoni, Josep Carmona, Nicolò Navarin
2020 J jnl
Explainable Predictive Process Monitoring.
CoRR
Riccardo Galanti, Bernat Coma-Puig, Massimiliano de Leoni, Josep Carmona, Nicolò Navarin
2018 Misc conf
A quality control method for fraud detection on utility customers without an active contract.
SAC
Bernat Coma-Puig, Josep Carmona
2016 B conf
Fraud Detection in Energy Consumption: A Supervised Approach.
DSAA
Bernat Coma-Puig, Josep Carmona, Ricard Gavaldà, Santiago Alcoverro, Victor Martin
2014 J jnl
Collaborative Filtering Ensemble for Personalized Name Recommendation.
CoRR
Bernat Coma-Puig, Ernesto Diaz-Aviles, Wolfgang Nejdl