| Proposal of a new stability concept to detect changes in unsupervised data streams RMM Vallim, RF De Mello Expert systems with applications 41 (16), 7350-7360, 2014 | 29 | 2014 |
| Multidimensional surrogate stability to detect data stream concept drift FG da Costa, FSLG Duarte, RMM Vallim, RF de Mello Expert Systems with Applications 87, 15-29, 2017 | 27 | 2017 |
| Online behavior change detection in computer games RMM Vallim, JA Andrade Filho, RF De Mello, AC De Carvalho Expert systems with applications 40 (16), 6258-6265, 2013 | 24 | 2013 |
| A new approach for multi-label classification based on default hierarchies and organizational learning RMM Vallim, DE Goldberg, X Llorà, TSPC Duque, AC Carvalho Proceedings of the 10th annual conference companion on Genetic and …, 2008 | 13 | 2008 |
| Unsupervised density-based behavior change detection in data streams RMM Vallim, RF de Mello, AC de Carvalho, J Gama Intelligent Data Analysis 18 (2), 181-201, 2014 | 9 | 2014 |
| The multi-label OCS with a genetic algorithm for rule discovery: Implementation and first results RMM Vallim, TSPC Duque, DE Goldberg, AC Carvalho Proceedings of the 11th Annual conference on Genetic and evolutionary …, 2009 | 9 | 2009 |
| Sistemas classificadores evolutivos para problemas multirrótulo RMM Vallim Universidade de São Paulo, 2009 | 6 | 2009 |
| Unsupervised change detection in data streams: an application in music analysis RMM Vallim, RF de Mello Progress in Artificial Intelligence 4, 1-10, 2015 | 5 | 2015 |
| Mineração de fluxos contínuos de dados para jogos de computador RMM Vallim Universidade de São Paulo, 2013 | 4 | 2013 |
| A density-based clustering approach for behavior change detection in data streams RMM Vallim, JA Andrade Filho, AC de Carvalho, J Gama 2012 Brazilian Symposium on Neural Networks, 37-42, 2012 | 3 | 2012 |
| Data stream mining algorithms for building decision models in a computer role-playing game simulation RMM Vallim, AC de Carvalho, J Gama 2010 Brazilian Symposium on Games and Digital Entertainment, 108-116, 2010 | 3 | 2010 |
| Unsupervised Change Detection in Data Streams RMM Vallim, JA Andrade Filho, RF de Mello, AC de Carvalho, J Gama, ... | 1 | 2015 |
| Modelagem de comportamento de jogadores por meio de agrupamento online e detecção de novidades RMM Vallim, IC de Andrade, AC de Carvalho Anais, 2011 | | 2011 |
