Bernat Coma-Puig

According to our database, Bernat Coma-Puig authored at least 10 papers between 2014 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

A case study of improving a non-technical losses detection system through explainability.

Bernat Coma-Puig, Albert Calvo, Josep Carmona, Ricard Gavaldà

Data Min. Knowl. Discov., September, 2024

2022

Human-aware application of data science techniques.

Bernat Coma-Puig

PhD thesis, 2022

Non-technical losses detection in energy consumption focusing on energy recovery and explainability.

Bernat Coma-Puig, Josep Carmona

Mach. Learn., 2022

2021

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

Bernat Coma-Puig, Josep Carmona

Proceedings of the 2021 International Conference on Data Mining, 2021

Non-Technical Losses Detection in Energy Consumption Focusing on Energy Recovery and Explainability: Extended Abstract.

Bernat Coma-Puig, Josep Carmona

Proceedings of the 8th IEEE International Conference on Data Science and Advanced Analytics, 2021

2020

An Iterative Approach based on Explainability to Improve the Learning of Fraud Detection Models.

Bernat Coma-Puig, Josep Carmona

CoRR, 2020

Explainable Predictive Process Monitoring.

Riccardo Galanti, Bernat Coma-Puig, Massimiliano de Leoni, Josep Carmona, Nicolò Navarin

Proceedings of the 2nd International Conference on Process Mining, 2020

2018

A quality control method for fraud detection on utility customers without an active contract.

Bernat Coma-Puig, Josep Carmona

Proceedings of the 33rd Annual ACM Symposium on Applied Computing, 2018

2016

Fraud Detection in Energy Consumption: A Supervised Approach.

Bernat Coma-Puig, Josep Carmona, Ricard Gavaldà, Santiago Alcoverro, Victor Martin

Proceedings of the 2016 IEEE International Conference on Data Science and Advanced Analytics, 2016

2014

Collaborative Filtering Ensemble for Personalized Name Recommendation.

Bernat Coma-Puig, Ernesto Diaz-Aviles, Wolfgang Nejdl

CoRR, 2014