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Monteiro TVP, Castor GJBC, Castillo Correa CG, Arias HRC, Ñaupari Huatuco DZ, Molina Rodriguez YP. A Hybrid Machine Learning Framework for Electricity Fraud Detection: Integrating Isolation Forest and XGBoost for Real-World Utility Data. Energies. 2025; 18(23):6249. https://doi.org/10.3390/en18236249

Monteiro, Thomas Vitor P., Glaucio José Bezerra Cavalcante Castor, Carlos Gilmer Castillo Correa, Hector Raul Chavez Arias, Dionicio Zócimo Ñaupari Huatuco, and Yuri Percy Molina Rodriguez. 2025. "A Hybrid Machine Learning Framework for Electricity Fraud Detection: Integrating Isolation Forest and XGBoost for Real-World Utility Data" Energies 18, no. 23: 6249. https://doi.org/10.3390/en18236249

Monteiro, T. V. P., Castor, G. J. B. C., Castillo Correa, C. G., Arias, H. R. C., Ñaupari Huatuco, D. Z., & Molina Rodriguez, Y. P. (2025). A Hybrid Machine Learning Framework for Electricity Fraud Detection: Integrating Isolation Forest and XGBoost for Real-World Utility Data. Energies, 18(23), 6249. https://doi.org/10.3390/en18236249