Sérgio Baldo Júnior

According to our database, Sérgio Baldo Júnior authored at least 6 papers between 2023 and 2026.

Collaborative distances:

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

2026

Short-term energy market forecasting ensemble with multi-data source integration.

Saulo Martiello Mastelini, Marcos Basile Saviano de Paula, Moisés Rocha dos Santos, Sérgio Baldo Júnior, Lucas Ladeira, Luciano Contin Gomes Leite, Ronan Gustavo Carvalho Furtado, Thiago Felicio de Souza, Ewerton Guarnier, Donato da Silva-Filho

Int. J. Data Sci. Anal., June, 2026

2025

Attention to EEG signals: a transformer-based architecture for the prognosis of patients in coma.

João L. M. Barbosa, Murillo G. Carneiro, Sérgio Baldo Júnior, Renato Tinós, Donghong Ji, Liang Zhao, João-Batista Destro-Filho

Proceedings of the International Joint Conference on Neural Networks, 2025

Clustering and Explainable AI for Supporting Energy Contracting in the Brazilian Free Energy Market.

Sérgio Baldo Júnior, Gabriel S. Matz, Marcos B. S. Paula, Ewerton Guarnier, Donato S. Filho, Raquel L. Melo, Lucas B. Picarelli, Victor C. V. Rosa, Zhao Liang, Renato Tinós

Proceedings of the International Conference on Machine Learning and Applications, 2025

Coma Etiology Prediction Using a CNN-LSTM Model Guided by EEG Brain Regions.

João L. M. Barbosa, Murillo Guimarães Carneiro, Sérgio Baldo Júnior, Renato Tinós, Liang Zhao, João-Batista Destro-Filho

Proceedings of the Intelligent Systems - 35th Brazilian Conference, 2025

2024

Brazilian Free-Energy Market Mid-and Long-Term Forecasting Using Multi-Source Ensemble Solution.

Sérgio Baldo Júnior, Saulo Martiello Mastelini, Marcos B. S. Paula, Moisés Rocha dos Santos, Ewerton Guarnier, Donato da Silva-Filho, Maria E. C. M. Santos, Thaina R. Fernandes, Victor C. V. Rosa

Proceedings of the International Conference on Machine Learning and Applications, 2024

2023

Classification of coma etiology using convolutional neural networks and long-short term memory networks.

Sérgio Baldo Júnior, Murillo G. Carneiro, João-Batista Destro-Filho, Liang Zhao, Renato Tinós

Proceedings of the International Joint Conference on Neural Networks, 2023