Gabriel Trierweiler Ribeiro

Enhanced ensemble structures using wavelet neural networks applied to short-term load forecasting

Gabriel Trierweiler Ribeiro, Viviana Cocco Mariani, Leandro dos Santos Coelho · Engineering Applications of Artificial Intelligence · 2019 · 141 citations

Forecasting Methodology, Enhanced Ensemble Structures, Engineering +10

Novel hybrid model based on echo state neural network applied to the prediction of stock price return volatility

Gabriel Trierweiler Ribeiro, André Alves Portela Santos, Viviana Cocco Mariani et al. · Expert Systems with Applications · 2021 · 106 citations · Full text

Intelligent Forecasting, Novel Hybrid Model, Forecasting

Cooperative ensemble learning model improves electric short-term load forecasting

Matheus Henrique Dal Molin Ribeiro, Ramon Gomes da Silva, Gabriel Trierweiler Ribeiro et al. · Chaos Solitons & Fractals · 2022 · 71 citations

Engineering, Data Science, Smart Grid +7

Agribusiness time series forecasting using Wavelet neural networks and metaheuristic optimization: An analysis of the soybean sack price and perishable products demand

Weslly Puchalsky, Gabriel Trierweiler Ribeiro, Claudimar Pereira da Veiga et al. · International Journal of Production Economics · 2018 · 56 citations

Forecasting Methodology, Economics, Precision Agriculture +15

Bayesian Optimized Echo State Network Applied to Short-Term Load Forecasting

Gabriel Trierweiler Ribeiro, João Guilherme Sauer, Naylene Fraccanabbia et al. · Energies · 2020 · 46 citations · Full text

Forecasting Methodology, Probabilistic Forecasting, Engineering +15