Assessing the data complexity of imbalanced datasets von Barella, Victor H., Garcia, Luís P.F., de Souto, Marcilio C.P., Lorena, Ana C., de Carvalho, André C.P.L.F.

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Clustering cancer gene expression data: a comparative study von de Souto, Marcilio C P, Costa, Ivan G, de Araujo, Daniel S A, Ludermir, Teresa B, Schliep, Alexander

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Explainability in image captioning based on the latent space von Elguendouze, Sofiane, Hafiane, Adel, de Souto, Marcilio C.P., Halftermeyer, Anaïs

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Hybrid strategy for selecting compact set of clustering partitions von Antunes, Vanessa, Sakata, Tiemi C., Faceli, Katti, de Souto, Marcilio C.P.

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A Comparison of External Clustering Evaluation Indices in the Context of Imbalanced Data Sets von de Souto, M. C. P., Coelho, A. L. V., Faceli, K., Sakata, T. C., Bonadia, V., Costa, I. G.

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Analysis of complexity indices for classification problems: Cancer gene expression data von Lorena, Ana C., Costa, Ivan G., Spolaôr, Newton, de Souto, Marcilio C.P.

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Advances in Bioinformatics and Computational Biology: 7th Brazilian Symposium on Bioinformatics, BSB 2012, Campo Grande, Brazil, August 15-17, 2012, Proceedings von C.P. de Souto, Marcilio, Kann, Maricel G

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Impact of Base Partitions on Multi-objective and Traditional Ensemble Clustering Algorithms von Piantoni, Jane, Faceli, Katti, Sakata, Tiemi C., Pereira, Julio C., de Souto, Marcílio C. P.

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A Strategy  for the Selection of Solutions of the Pareto Front Approximation in Multi-objective Clustering Approaches von Faceli, Katti, Souto, Marcilio C.P. de, Carvalho, André C.P.L.F. de

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An analysis of the admissibility of the objective functions applied in evolutionary multi-objective clustering von Morimoto, Cristina Y., Pozo, Aurora, de Souto, Marcílio C.P.

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Guest Editorial for Special Section on BSB 2012 von de Souto, Marcilio C.P., Kann, Maricel

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Multi-objective clustering ensemble for gene expression data analysis von Faceli, Katti, de Souto, Marcilio C.P., de Araújo, Daniel S.A., de Carvalho, André C.P.L.F.

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Automatic parameters selection in machine learning von Ludermir, Teresa B., de Souto, Marcilio C.P., Vellasco, Marley

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Evaluating Data Characterization Measures for Clustering Problems in Meta-learning von Fernandes, Luiz Henrique dos S., de Souto, Marcilio C. P., Lorena, Ana C.

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Partitions selection strategy for set of clustering solutions von Faceli, Katti, Sakata, Tiemi C., de Souto, Marcilio C.P., de Carvalho, André C.P.L.F.

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Advances in bioinformatics and computational biology: Third Brazilian Symposium on Bioinformatics, BSB 2008, Santo Andre, Brazil, August 28-30, 2008, proceedings von Souto, Marcilio C.P. de, Kann, Maricel G

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Detecting Nested Structures Through Evolutionary Multi-objective Clustering von Morimoto, Cristina Y., Pozo, Aurora, de Souto, Marcílio C. P.

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Ranking and selecting clustering algorithms using a meta-learning approach von de Souto, M.C.P., Prudencio, R.B.C., Soares, R.G.F., de Araujo, D.S.A., Costa, I.G., Ludermir, T.B., Schliep, A.

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On Measuring the Complexity of Classification Problems von Lorena, Ana Carolina, de Souto, Marcilio C. P.

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Equivalence between RAM-based neural networks and probabilistic automata von de Souto, M.C.P., Ludermir, T.B., de Oliveira, W.R.

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