Multi-step ahead meningitis case forecasting based on decomposition and multi-objective optimization methods

por Ribeiro, Matheus Henrique Dal Molin, Mariani, Viviana Cocco, Coelho, Leandro dos Santos
Publicado 2020

Short-term forecasting COVID-19 cumulative confirmed cases: Perspectives for Brazil

por Ribeiro, Matheus Henrique Dal Molin, da Silva, Ramon Gomes, Mariani, Viviana Cocco, Coelho, Leandro dos Santos
Publicado 2020

Forecasting Brazilian and American COVID-19 cases based on artificial intelligence coupled with climatic exogenous variables

por da Silva, Ramon Gomes, Ribeiro, Matheus Henrique Dal Molin, Mariani, Viviana Cocco, Coelho, Leandro dos Santos
Publicado 2020

Optimized EWT-Seq2Seq-LSTM with Attention Mechanism to Insulators Fault Prediction

por Klaar, Anne Carolina Rodrigues, Stefenon, Stefano Frizzo, Seman, Laio Oriel, Mariani, Viviana Cocco, Coelho, Leandro dos Santos
Publicado 2023

Machine Fault Detection Using a Hybrid CNN-LSTM Attention-Based Model

por Borré, Andressa, Seman, Laio Oriel, Camponogara, Eduardo, Stefenon, Stefano Frizzo, Mariani, Viviana Cocco, Coelho, Leandro dos Santos
Publicado 2023

Video-Based Human Activity Recognition Using Deep Learning Approaches

por Surek, Guilherme Augusto Silva, Seman, Laio Oriel, Stefenon, Stefano Frizzo, Mariani, Viviana Cocco, Coelho, Leandro dos Santos
Publicado 2023

Group Method of Data Handling Using Christiano–Fitzgerald Random Walk Filter for Insulator Fault Prediction

por Stefenon, Stefano Frizzo, Seman, Laio Oriel, Sopelsa Neto, Nemesio Fava, Meyer, Luiz Henrique, Mariani, Viviana Cocco, Coelho, Leandro dos Santos
Publicado 2023

Decoding Electroencephalography Signal Response by Stacking Ensemble Learning and Adaptive Differential Evolution

por Ribeiro, Matheus Henrique Dal Molin, da Silva, Ramon Gomes, Larcher, José Henrique Kleinubing, Mendes, Andre, Mariani, Viviana Cocco, Coelho, Leandro dos Santos
Publicado 2023