An empirical comparison of individual machine learning techniques and ensemble approaches in protein structural class prediction. - Valnaide G. Bittencourt; Márjory C. C. Abreu; Marcilio C. P. de Souto; Anne Magály de Paula Canuto (IJCNN, 2005)

Cluster ensemble for gene expression microarray data. - Marcilio C. P. de Souto; Shirly C. M. Silva; Valnaide G. Bittencourt; Daniel S. A. de Araujo (IJCNN, 2005)

An Empirical Analysis of Under-Sampling Techniques to Balance a Protein Structural Class Dataset. - Marcílio Carlos Pereira de Souto; Valnaide G. Bittencourt; José Alfredo Ferreira Costa (ICONIP (3), 2006)