Shrinkage k-Means: A Clustering Algorithm Based on the James-Stein Estimator. - Filipe F. R. Damasceno; Marcelo B. A. Veras; Diego P. P. Mesquita; João Paulo Pordeus Gomes; Carlos Eduardo Fisch de Brito (BRACIS, 2016)

Forward Stagewise Regression on Incomplete Datasets. - Marcelo B. A. Veras; Diego P. P. Mesquita; João P. P. Gomes; Amauri H. Souza Júnior; Guilherme A. Barreto (IWANN (1), 2017)

A sparse linear regression model for incomplete datasets. - Marcelo B. A. Veras; Diego P. P. Mesquita; César Lincoln C. Mattos; João P. P. Gomes (Pattern Anal. Appl., 2020)

On the design of a similarity function for sparse binary data with application on protein function annotation. - Marcelo B. A. Veras; Bishnu Sarker; Sabeur Aridhi; João P. P. Gomes; José A. F. de Macêdo; Engelbert Mephu Nguifo; Marie-Dominique Devignes; Malika Smaïl-Tabbone (Knowl. Based Syst., 2022)