A Hybrid Approach for Sparse Least Squares Support Vector Machines. - Bernardo Penna Resende de Carvalho; Wilian Soares Lacerda; Antônio de Pádua Braga (HIS, 2005)

A-LSSVM: an Adaline based iterative sparse LS-SVM classifier. - Bernardo Penna Resende de Carvalho; Antônio de Pádua Braga (ESANN, 2007)

Prediction of post-synaptic activity in proteins using recursive feature elimination. - Bernardo Penna Resende de Carvalho; Ricardo de Souza Ribeiro; Talles Henrique de Medeiros (ESANN, 2007)

RRS + LS-SVM: a new strategy for "a priori" sample selection. - Bernardo Penna Resende de Carvalho; Wilian Soares Lacerda; Antônio de Pádua Braga (Neural Comput. Appl., 2007)

A system for recognition of biological patterns in toxins using computational intelligence. - Bernardo Penna Resende de Carvalho; Thais Melo Mendes; Ricardo de Souza Ribeiro; Ricardo Fortuna; José Marcos Veneroso; Maurício de Alvarenga Mudado (CIBCB, 2009)

New Trends of Soft Computing Methods for Industrial and Biological Processes. - Bernardo Penna Resende de Carvalho; Leonardo Carneiro de Araújo (WSC, 2009)

IP-LSSVM: A two-step sparse classifier. - Bernardo Penna Resende de Carvalho; Antônio de Pádua Braga (Pattern Recognit. Lett., 2009)