Extensões multidimensionais para correntropia e suas aplicações em estimativas robustas. - Joilson B. A. Rego (2014)

A predictive model for identifying students with dropout profiles in online courses. - Marcelo A. Santana; Evandro de Barros Costa; Baldoino Fonseca dos Santos Neto; Italo Carlo Lopes Silva; Joilson B. A. Rego (EDM (Workshops), 2015)

Performance evaluation of the maximum correntropy criterion in identification systems. - João P. F. Guimarães; Aluisio I. Rêgo Fontes; Joilson B. A. Rego; Luiz Felipe Q. Silveira; Allan de M. Martins (EAIS, 2016)

Probabilistic Interpretation for Correntropy with Complex Data. - João P. F. Guimarães; Aluisio I. Rêgo Fontes; Joilson B. A. Rego; Allan de M. Martins (CoRR, 2016)

Evaluating the effectiveness of educational data mining techniques for early prediction of students' academic failure in introductory programming courses. - Evandro de Barros Costa; Baldoino Fonseca; Marcelo A. Santana; Fabrísia Ferreira de Araújo; Joilson B. A. Rego (Comput. Hum. Behav., 2017)

Cyclostationary correntropy: Definition and applications. - Aluisio I. Rêgo Fontes; Joilson B. A. Rego; Allan de M. Martins; Luiz Felipe Q. Silveira; José C. Príncipe (Expert Syst. Appl., 2017)

Corrigendum to "Cyclostationary Correntropy: Definition and applications" [Expert Systems with Applications 69 (2017) 110-117]. - Aluisio I. Rêgo Fontes; Joilson B. A. Rego; Allan de M. Martins; Luiz Felipe Q. Silveira; José C. Príncipe (Expert Syst. Appl., 2017)

Complex Correntropy: Probabilistic Interpretation and Application to Complex-Valued Data. - João P. F. Guimarães; Aluisio I. Rêgo Fontes; Joilson B. A. Rego; Allan de M. Martins; José C. Príncipe (IEEE Signal Process. Lett., 2017)

Complex correntropy function: Properties, and application to a channel equalization problem. - João P. F. Guimarães; Aluisio I. Rêgo Fontes; Joilson B. A. Rego; Allan de M. Martins; José C. Príncipe (Expert Syst. Appl., 2018)

Circular Correntropy: Definition and Application in Impulsive Noise Environments. - Manoel B. L. Aquino; João P. F. Guimarães; Aluisio I. Rêgo Fontes; Leandro L. S. Linhares; Joilson B. A. Rego; Allan de Medeiros Martins (IEEE Access, 2022)