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Marcílio Carlos Pereira de Souto
Publications
- 2009
- [c37]Diogo F. de Oliveira, Anne M. P. Canuto, Marcílio Carlos Pereira de Souto:
The diversity/accuracy dilemma: An empirical analysis in the context of heterogeneous ensembles. IEEE Congress on Evolutionary Computation 2009: 939-946 - [c35]Diogo F. de Oliveira, Anne M. P. Canuto, Marcílio Carlos Pereira de Souto:
Use of multi-objective genetic algorithms to investigate the diversity/accuracy dilemma in heterogeneous ensembles. IJCNN 2009: 2339-2346 - 2008
- [j8]André Carlos Ponce de Leon Ferreira de Carvalho, Anne M. P. Canuto, Marcílio Carlos Pereira de Souto:
Brazilian Symposium on Neural Networks (SBRN2006). Neurocomputing 71(16-18): 3317 (2008) - [c33]Karliane M. O. Vale, Filipe G. Dias, Anne M. P. Canuto, Marcílio Carlos Pereira de Souto:
A Class-Based Feature Selection Method for Ensemble Systems. HIS 2008: 596-601 - [c31]Marcílio Carlos Pereira de Souto, Rodrigo G. F. Soares, Alixandre Santana, Anne M. P. Canuto:
Empirical comparison of Dynamic Classifier Selection methods based on diversity and accuracy for building ensembles. IJCNN 2008: 1480-1487 - 2007
- [c26]Lucas M. Oliveira, Raul Benites Paradeda, Bruno M. Carvalho, Anne M. P. Canuto, Marcílio Carlos Pereira de Souto:
Particle Detection on Election Microscopy Micrographs Using Multi-Classifier Systems. HIS 2007: 216-221 - [c25]Laura Emmanuella A. Santana, Diogo F. de Oliveira, Anne M. P. Canuto, Marcílio Carlos Pereira de Souto:
A Comparative Analysis of Feature Selection Methods for Ensembles with Different Combination Methods. IJCNN 2007: 643-648 - [c24]Diogo F. de Oliveira, Anne M. P. Canuto, Marcílio Carlos Pereira de Souto:
Investigating the Use of an Evolutionary Agent-based System for Classification Tasks. IJCNN 2007: 1266-1271 - [c23]Diogo F. de Oliveira, Anne M. P. Canuto, Marcilio C. P. de Souto:
Using an Evolutionary Agent-Based System for Classification Tasks. ISDA 2007: 27-32 - 2006
- [c17]Thiago Dutra, Anne M. P. Canuto, Marcílio Carlos Pereira de Souto:
Using Weighted Combination-Based Methods in Ensembles with Different Levels of Diversity. ICONIP (1) 2006: 708-717 - [c16]Rodrigo G. F. Soares, Alixandre Santana, Anne M. P. Canuto, Marcílio Carlos Pereira de Souto:
Using Accuracy and Diversity to Select Classifiers to Build Ensembles. IJCNN 2006: 1310-1316 - [c13]Alixandre Santana, Rodrigo G. F. Soares, Anne M. P. Canuto, Marcílio Carlos Pereira de Souto:
A Dynamic Classifier Selection Method to Build Ensembles using Accuracy and Diversity. SBRN 2006: 36-41 - [e2]Anne M. P. Canuto, Marcílio Carlos Pereira de Souto, Antônio Carlos Roque-da-Silva:
SBRN 2006, The Ninth Brazilian Symposium on Neural Networks, Ribeirão Preto, SP, Brazil, October 23-27, 2006. IEEE Computer Society 2006, ISBN 0-7695-2680-2 [contents]
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