A semi-supervised anomaly detection approach applied to solar energy generation. - Luis Fernando Rodrigues Agottani; Reginaldo Ferreira; Rafael Sapia Teixeira; Lucas Roveroni de Lima; Leandro dos Santos Coelho; Viviana Cocco Mariani (ISGT EUROPE, 2024)

Multi-step ahead wind power forecasting based on N-BEATS model. - Luis Fernando Rodrigues Agottani; Matheus Melara Girardi; Wendel Rafael de Souza Chaves; Lucas de Azevedo Takara; Leandro dos Santos Coelho; Viviana Cocco Mariani (ISGT EUROPE, 2024)

Deep Learning-Based Probabilistic Forecasting of Household Energy Consumption in Smart Grids. - Lucas de Azevedo Takara; Luis Fernando Rodrigues Agottani; Cesar Vinicius Züge; Wendel Rafael de Souza Chaves; Leandro dos Santos Coelho; Viviana Cocco Mariani (ISGT EUROPE, 2024)

Hybrid Machine Learning Models Applied to Daily Urban Water Consumption Prediction. - Ramon Gomes da Silva; Luis Fernando Rodrigues Agottani; Anderson Schamne; Andre Biscaia da Silva; Gustavo Rafael Collere Possetti; Leandro dos Santos Coelho; Viviana Cocco Mariani (IJCNN, 2025)