A new approach for multi-label classification based on default hierarchies and organizational learning. - Rosane Maria Maffei Vallim; David E. Goldberg; Xavier Llorà; Thyago S. P. C. Duque; André C. P. L. F. de Carvalho (GECCO (Companion), 2008)

The multi-label OCS with a genetic algorithm for rule discovery: implementation and first results. - Rosane Maria Maffei Vallim; Thyago S. P. C. Duque; David E. Goldberg; André C. P. L. F. de Carvalho (GECCO, 2009)

Data Stream Mining Algorithms for Building Decision Models in a Computer Role-Playing Game Simulation. - Rosane Maria Maffei Vallim; André Carlos Ponce de Leon Ferreira de Carvalho; João Gama 001 (SBGames, 2010)

A Density-Based Clustering Approach for Behavior Change Detection in Data Streams. - Rosane Maria Maffei Vallim; Jose Augusto Andrade Filho; André C. P. L. F. de Carvalho; João Gama 001 (SBRN, 2012)

Online behavior change detection in computer games. - Rosane Maria Maffei Vallim; Jose Augusto Andrade Filho; Rodrigo Fernandes de Mello; André Carlos Ponce de Leon Ferreira de Carvalho (Expert Syst. Appl., 2013)

Data stream mining for computer games (Mineração de fluxos contínuos de dados para jogos de computador). - Rosane Maria Maffei Vallim (2013)

Proposal of a new stability concept to detect changes in unsupervised data streams. - Rosane Maria Maffei Vallim; Rodrigo Fernandes de Mello (Expert Syst. Appl., 2014)

Unsupervised density-based behavior change detection in data streams. - Rosane Maria Maffei Vallim; Jose Augusto Andrade Filho; Rodrigo Fernandes de Mello; André Carlos Ponce de Leon Ferreira de Carvalho; João Gama 001 (Intell. Data Anal., 2014)

Unsupervised change detection in data streams: an application in music analysis. - Rosane Maria Maffei Vallim; Rodrigo Fernandes de Mello (Prog. Artif. Intell., 2015)

Multidimensional surrogate stability to detect data stream concept drift. - Fausto Guzzo da Costa; Felipe S. L. G. Duarte; Rosane Maria Maffei Vallim; Rodrigo Fernandes de Mello (Expert Syst. Appl., 2017)