Empirical Mode Decomposition, Extreme Learning Machine and Long Short-Term Memory for Time Series Prediction: A Comparative Study. - Elivelto Ebermam; Gabriel De Angelo; Helder Knidel; Renato A. Krohling (BRACIS, 2018)

Development of a hybrid method for stock trading based on TOPSIS, EMD and ELM. - Elivelto Ebermam; Helder Knidel; Renato A. Krohling (CoRR, 2022)