Semi-Supervised Online Elastic Extreme Learning Machine for Data Classification. - Carlos A. S. da Silva; Renato A. Krohling (IJCNN, 2018)

Restricted Boltzmann machine to determine the input weights for extreme learning machines. - André G. C. Pacheco; Renato A. Krohling; Carlos A. S. da Silva (Expert Syst. Appl., 2018)

Semi-Supervised Online Elastic Extreme Learning Machine with Forgetting Parameter to deal with concept drift in data streams. - Carlos A. S. da Silva; Renato A. Krohling (IJCNN, 2019)

An extreme learning machine algorithm for semi-supervised classification of unbalanced data streams with concept drift. - Carlos A. S. da Silva; Renato A. Krohling (Multim. Tools Appl., 2024)