Marclio Carlos Pereira de Souto
Publication record assembled from the DBLP archive of ranked conferences.
Papers indexed
24
Venues
5
Active years
2000–2015
Best venue rank
B
Where they publish
Papers
24 indexed papers, newest first.
| Year | Venue | Title | Authors |
|---|---|---|---|
| 2015 | ICONIP | On Measuring the Complexity of Classification Problems. | Ana Carolina Lorena, Marclio Carlos Pereira de Souto |
| 2015 | ICONIP | Impact of Base Partitions on Multi-objective and Traditional Ensemble Clustering Algorithms. | Jane Piantoni, Katti Faceli, Tiemi C. Sakata, Julio C. Pereira, Marclio Carlos Pereira de Souto |
| 2014 | IJCNN | PVis - Partitions' visualizer: Extracting knowledge by visualizing a collection of partitions. | Katti Faceli, Tiemi C. Sakata, Andr Carlos Ponce de Leon Ferreira de Carvalho, Marclio Carlos Pereira de Souto |
| 2010 | IJCNN | Complexity measures of supervised classifications tasks: A case study for cancer gene expression data. | Marclio Carlos Pereira de Souto, Ana Carolina Lorena, Newton Spolar, Ivan Gesteira Costa |
| 2009 | CEC | The diversity/accuracy dilemma: An empirical analysis in the context of heterogeneous ensembles. | Diogo F. de Oliveira, Anne M. P. Canuto, Marclio Carlos Pereira de Souto |
| 2009 | ICANN | Mining Rules for the Automatic Selection Process of Clustering Methods Applied to Cancer Gene Expression Data. | Andr C. A. Nascimento, Ricardo Bastos Cavalcante Prudncio, Marclio Carlos Pereira de Souto, Ivan G. Costa |
| 2009 | IJCNN | Use of multi-objective genetic algorithms to investigate the diversity/accuracy dilemma in heterogeneous ensembles. | Diogo F. de Oliveira, Anne M. P. Canuto, Marclio Carlos Pereira de Souto |
| 2008 | HIS | On the Complexity of Gene Expression Classification Data Sets. | Ana Carolina Lorena, Ivan G. Costa, Marclio Carlos Pereira de Souto |
| 2008 | HIS | A Class-Based Feature Selection Method for Ensemble Systems. | Karliane M. O. Vale, Filipe G. Dias, Anne M. P. Canuto, Marclio Carlos Pereira de Souto |
| 2008 | IJCNN | Comparative study on normalization procedures for cluster analysis of gene expression datasets. | Marclio Carlos Pereira de Souto, Daniel S. A. de Araujo, Ivan G. Costa, Rodrigo G. F. Soares, Teresa Bernarda Ludermir, Alexander Schliep |
| 2008 | IJCNN | Ranking and selecting clustering algorithms using a meta-learning approach. | Marclio Carlos Pereira de Souto, Ricardo Bastos Cavalcante Prudncio, Rodrigo G. F. Soares, Daniel S. A. de Araujo, Ivan G. Costa, Teresa Bernarda Ludermir, Alexander Schliep |
| 2008 | IJCNN | Empirical comparison of Dynamic Classifier Selection methods based on diversity and accuracy for building ensembles. | Marclio Carlos Pereira de Souto, Rodrigo G. F. Soares, Alixandre Santana, Anne M. P. Canuto |
| 2007 | HIS | Particle Detection on Election Microscopy Micrographs Using Multi-Classifier Systems. | Lucas M. Oliveira, Raul Benites Paradeda, Bruno M. Carvalho, Anne M. P. Canuto, Marclio Carlos Pereira de Souto |
| 2007 | IJCNN | Investigating the Use of an Evolutionary Agent-based System for Classification Tasks. | Diogo F. de Oliveira, Anne M. P. Canuto, Marclio Carlos Pereira de Souto |
| 2007 | IJCNN | A Comparative Analysis of Feature Selection Methods for Ensembles with Different Combination Methods. | Laura Emmanuella A. Santana, Diogo F. de Oliveira, Anne M. P. Canuto, Marclio Carlos Pereira de Souto |
| 2006 | HIS | Extracting Symbolic Rules from Clustering of Gene Expression Data. | Welbson S. Costa, Mateus S. de Assis, Marclio Carlos Pereira de Souto |
| 2006 | HIS | Multi-Objective Clustering Ensemble. | Katti Faceli, Andr Carlos Ponce de Leon Ferreira de Carvalho, Marclio Carlos Pereira de Souto |
| 2006 | ICONIP | Using Weighted Combination-Based Methods in Ensembles with Different Levels of Diversity. | Thiago Dutra, Anne M. P. Canuto, Marclio Carlos Pereira de Souto |
| 2006 | ICONIP | An Empirical Analysis of Under-Sampling Techniques to Balance a Protein Structural Class Dataset. | Marclio Carlos Pereira de Souto, Valnaide G. Bittencourt, Jos Alfredo Ferreira Costa |
| 2006 | IJCNN | In silico prediction of promoter sequences of Bacillus species. | Kelly P. da Silva, Meika I. Monteiro, Marclio Carlos Pereira de Souto |
| 2006 | IJCNN | Using Accuracy and Diversity to Select Classifiers to Build Ensembles. | Rodrigo G. F. Soares, Alixandre Santana, Anne M. P. Canuto, Marclio Carlos Pereira de Souto |
| 2006 | IJCNN | Cluster Ensemble for Gene Expression Microarray Data: Accuracy and Diversity. | Marclio Carlos Pereira de Souto, Daniel S. A. de Araujo, Bruno L. C. da Silva |
| 2005 | ICANN | Neural Network Use for the Identification of Factors Related to Common Mental Disorders. | Teresa Bernarda Ludermir, C. R. S. Lopes, A. B. Ludermir, Marclio Carlos Pereira de Souto |
| 2000 | IJCNN | Encoding of Probabilistic Automata into RAM-Based Neural Networks. | Marclio Carlos Pereira de Souto, Teresa Bernarda Ludermir, Marclia A. Campos |