Machine Learning for Web Intrusion Detection: A Comparative Analysis of Feature Selection Methods mRMR and PFI. - Thiago José Lucas; Carlos Alexandre Carvalho Tojeiro; Rafael Goncalves Pires; Kelton Augusto Pontara da Costa; João Paulo Papa (ICAISC (1), 2020)

Ensemble learning techniques for intrusion detection system in the context of cybersecurity. - Andricson Abeline Moreira; Carlos Alexandre Carvalho Tojeiro; Carlos J. Reis; Gustavo Henrique Massaro; Igor Andrade Brito; Kelton A. P. da Costa (CoRR, 2022)

A Comprehensive Survey on Ensemble Learning-Based Intrusion Detection Approaches in Computer Networks. - Thiago José Lucas; Inaê Soares de Figueiredo; Carlos Alexandre Carvalho Tojeiro; Alex Marino Gonçalves de Almeida; Rafal Scherer; José Remo Ferreira Brega; João Paulo Papa; Kelton Augusto Pontara da Costa (IEEE Access, 2023)

Enhancing Cyberattack Detection in IoT Environments Through Advanced Resampling Techniques. - Carlos Alexandre Carvalho Tojeiro; Thiago José Lucas; Leandro A. Passos; Douglas Rodrigues; Simone G. D. Prado; João Paulo Papa; Kelton Augusto Pontara da Costa (IWSSIP, 2024)