Lucas de Azevedo Takara

According to our database, Lucas de Azevedo Takara authored at least 5 papers between 2024 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2026

Multi-Scale Convolutional Chebyshev Kolmogorov-Arnold Networks Using Conformal Prediction for Photovoltaic Power Forecasting.

Lucas de Azevedo Takara, Rodrigo Clemente Thom de Souza, Viviana Cocco Mariani, Leandro dos Santos Coelho, Stéfano Frizzo Stefenon

IEEE Access, 2026

2025

Novel engine fault diagnosis framework based on machine learning and MiniRocket feature extraction using multi-correlation feature selection and predictive power score.

Lucas de Azevedo Takara, Viviana Cocco Mariani, Leandro dos Santos Coelho

Expert Syst. Appl., 2025

2024

Deep reinforcement learning applied to a sparse-reward trading environment with intraday data.

Lucas de Azevedo Takara, André Alves Portela Santos, Viviana Cocco Mariani, Leandro dos Santos Coelho

Expert Syst. Appl., March, 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

Proceedings of the IEEE PES Innovative Smart Grid Technologies 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

Proceedings of the IEEE PES Innovative Smart Grid Technologies Europe, 2024