A Lightweight Concept Drift Detection Ensemble. - Bruno Iran Ferreira Maciel; Silas Garrido Teixeira de Carvalho Santos; Roberto Souto Maior de Barros (ICTAI, 2015)

Experimenting with prequential variations for data stream learning evaluation. - Juan Isidro González Hidalgo; Bruno Iran Ferreira Maciel; Roberto S. M. Barros (Comput. Intell., 2019)

MOAManager: A tool to support data stream experiments. - Bruno Iran Ferreira Maciel; Silas G. T. C. Santos; Roberto S. M. Barros (Softw. Pract. Exp., 2020)

An Ultimately Simple Concept Drift Detector for Data Streams. - Bruno Iran Ferreira Maciel; Juan Isidro González Hidalgo; Roberto Souto Maior de Barros (SMC, 2021)

An Optimized Training Dynamic for Data Streams. - Sylvia E. C. B. H. Victor; Sílvio B. Melo; Bruno Iran Ferreira Maciel (SSCI, 2021)

Using spectral entropy and bernoulli map to handle concept drift. - Rohgi Toshio Meneses Chikushi; Roberto Souto Maior de Barros; Marilú Gomes Netto Monte da Silva; Bruno Iran Ferreira Maciel (Expert Syst. Appl., 2021)