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2020 – today
- 2024
[j2]Bernat Coma-Puig
, Albert Calvo, Josep Carmona, Ricard Gavaldà:
A case study of improving a non-technical losses detection system through explainability. Data Min. Knowl. Discov. 38(5): 2704-2732 (2024)- 2022
- [b1]Bernat Coma-Puig:
Human-aware application of data science techniques. Polytechnic University of Catalonia, Spain, 2022 - [j1]Bernat Coma-Puig, Josep Carmona:
Non-technical losses detection in energy consumption focusing on energy recovery and explainability. Mach. Learn. 111(2): 487-517 (2022) - 2021
- [c5]Bernat Coma-Puig, Josep Carmona:
Non-Technical Losses Detection in Energy Consumption Focusing on Energy Recovery and Explainability: Extended Abstract. DSAA 2021: 1-2 - [c4]Bernat Coma-Puig, Josep Carmona:
A Human-in-the-Loop Approach based on Explainability to Improve NTL Detection. ICDM (Workshops) 2021: 943-950 - 2020
- [c3]Riccardo Galanti, Bernat Coma-Puig, Massimiliano de Leoni, Josep Carmona, Nicolò Navarin:
Explainable Predictive Process Monitoring. ICPM 2020: 1-8 - [i3]Riccardo Galanti, Bernat Coma-Puig, Massimiliano de Leoni, Josep Carmona, Nicolò Navarin:
Explainable Predictive Process Monitoring. CoRR abs/2008.01807 (2020) - [i2]Bernat Coma-Puig, Josep Carmona:
An Iterative Approach based on Explainability to Improve the Learning of Fraud Detection Models. CoRR abs/2009.13437 (2020)
2010 – 2019
- 2018
- [c2]Bernat Coma-Puig, Josep Carmona:
A quality control method for fraud detection on utility customers without an active contract. SAC 2018: 495-498 - 2016
- [c1]Bernat Coma-Puig, Josep Carmona, Ricard Gavaldà, Santiago Alcoverro, Victor Martin:
Fraud Detection in Energy Consumption: A Supervised Approach. DSAA 2016: 120-129 - 2014
- [i1]Bernat Coma-Puig, Ernesto Diaz-Aviles, Wolfgang Nejdl:
Collaborative Filtering Ensemble for Personalized Name Recommendation. CoRR abs/1407.4832 (2014)
Coauthor Index
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