Effect of outliers on the GFI quality adjustment index in structural equation model and proposal of alternative indices. - Marcelo Ângelo Cirillo; Lúcia Pereira Barroso (Commun. Stat. Simul. Comput., 2017)

Procedure to identify outliers through cumulative distribution of extremes in a Gamma response model. - Mariana Resende; Carla Regina Guimarães Brighenti; Marcelo Ângelo Cirillo (Commun. Stat. Simul. Comput., 2017)

Data classification with binary response through the Boosting algorithm and logistic regression. - Fortunato S. de Menezes; Gilberto Rodrigues Liska; Marcelo Ângelo Cirillo; Mário J. F. Vivanco (Expert Syst. Appl., 2017)

Machine Learning techniques in muliclass problems with application in sensorial analysis. - Lilian M. de Oliveira; Fortunato S. de Menezes; Marcelo Ângelo Cirillo; André Vital Saúde; Flávio Meira Borém; Gilberto Rodrigues Liska (Concurr. Comput. Pract. Exp., 2020)

Proposition of a new index for projection pursuit in the multiple factor analysis. - Paulo César Ossani; Mariana Figueira Ramos; Marcelo Ângelo Cirillo (Comput. Math. Methods, 2021)

Machine learning based on extended generalized linear model applied in mixture experiments. - Gilberto Rodrigues Liska; Marcelo Ângelo Cirillo; Fortunato Silva de Menezes; Júlio Sílvio de Sousa Bueno Filho (Commun. Stat. Simul. Comput., 2022)

Construction of the average variance extracted index for construct validation in structural equation models with adaptive regressions. - Patricia Mendes dos Santos; Marcelo Ângelo Cirillo (Commun. Stat. Simul. Comput., 2023)

Robustness of interpretable components in relation to the effect of outliers using measures and circular distances. - A. M. Silva; M. Resende; Maicon Facco; A. R. de Morais; Marcelo Ângelo Cirillo (Commun. Stat. Simul. Comput., 2023)