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Multi-label Stream Classification with Self-Organizing Maps

Apr 20, 2020
Ricardo Cerri, Joel David Costa Júnior, Elaine Ribeiro de Faria Paiva, João Manuel Portela da Gama

* 7 pages, 14 figures 

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Generation of Consistent Sets of Multi-Label Classification Rules with a Multi-Objective Evolutionary Algorithm

Mar 27, 2020
Thiago Zafalon Miranda, Diorge Brognara Sardinha, Márcio Porto Basgalupp, Yaochu Jin, Ricardo Cerri


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Preventing the Generation of Inconsistent Sets of Classification Rules

Aug 23, 2019
Thiago Zafalon Miranda, Diorge Brognara Sardinha, Ricardo Cerri


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An empirical study on hyperparameter tuning of decision trees

Dec 05, 2018
Rafael Gomes Mantovani, Tomáš Horváth, Ricardo Cerri, Sylvio Barbon Junior, Joaquin Vanschoren, André Carlos Ponce de Leon Ferreira de Carvalho

* 36 pages, 14 figures 

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