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Bernat Coma-Puig
Bernat Coma-Puig
Data Scientist, Beawre
Verified email at cs.upc.edu
Title
Cited by
Cited by
Year
Fraud detection in energy consumption: A supervised approach
B Coma-Puig, J Carmona, R Gavalda, S Alcoverro, V Martin
2016 IEEE international conference on data science and advanced analytics …, 2016
952016
Explainable predictive process monitoring
R Galanti, B Coma-Puig, M de Leoni, J Carmona, N Navarin
2020 2nd International Conference on Process Mining (ICPM), 1-8, 2020
832020
Bridging the gap between energy consumption and distribution through non-technical loss detection
B Coma-Puig, J Carmona
Energies 12 (9), 1748, 2019
512019
Non-technical losses detection in energy consumption focusing on energy recovery and explainability
B Coma-Puig, J Carmona
Machine Learning 111 (2), 487-517, 2022
122022
A quality control method for fraud detection on utility customers without an active contract
B Coma-Puig, J Carmona
Proceedings of the 33rd Annual ACM Symposium on Applied Computing, 495-498, 2018
82018
A human-in-the-loop approach based on explainability to improve ntl detection
B Coma-Puig, J Carmona
2021 International Conference on Data Mining Workshops (ICDMW), 943-950, 2021
62021
Knowledge-based segmentation to improve accuracy and explainability in non-technical losses detection
A Calvo, B Coma-Puig, J Carmona, M Arias
Energies 13 (21), 5674, 2020
62020
Collaborative Filtering Ensemble for Personalized Name Recommendation
B Coma-Puig, E Diaz-Aviles, W Nejdl
arXiv preprint arXiv:1407.4832, 2014
22014
A case study of improving a non-technical losses detection system through explainability
B Coma-Puig, A Calvo, J Carmona, R Gavaldà
Data Mining and Knowledge Discovery, 1-29, 2023
12023
Human-aware application of data science techniques
B Coma Puig
Universitat Politècnica de Catalunya, 2022
2022
A Contemporary Fraud Detection Framework: A Case Study of Non-Technical Losses Detection in Gas
A Calvo Ibañez, B Coma-Puig, J Carmona, M Arias
Available at SSRN 4082608, 2022
2022
ICPM 2020
R Galanti, B Coma-Puig, M de Leoni, MD UWV, LR CZ, Z Toosinezhad, ...
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