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)

Non-Fragmented Network Flow Design Analysis: Comparison IPv4 with IPv6 Using Path MTU Discovery. - Thiago José Lucas; Maycon Ferreira; Rychard Plachta; Gabriel Ferreira; Kelton A. P. Costa (Comput., 2020)

Stacking-based Committees para Detecção de Ataques em Redes de Computadores - Uma abordagem por exaustão. - Thiago José Lucas; Kelton A. P. da Costa; Eduardo Alves Moraes; Paulo R. Galego Hernandes; Miguel J. das Neves (SBRC, 2021)

An Ensemble Pruning Approach to Optimize Intrusion Detection Systems Performance. - Thiago José Lucas; Kelton Augusto Pontara da Costa; Rafal Scherer; João Paulo Papa (SMC, 2022)

OPFsemble: An Ensemble Pruning Approach via Optimum-Path Forest. - Danilo Samuel Jodas; Leandro Aparecido Passos; Douglas Rodrigues; Thiago José Lucas; Kelton Augusto Pontara da Costa; João Paulo Papa (IWSSIP, 2023)

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)

About intrusion detection in computer networks and computational systems: a pruning proposal to reduce computational cost and gain performance using ensemble learning - Thiago José Lucas (2023)

Ensemble Diversity Pruning on Cybersecurity: Optimizing Intrusion Detection Systems. - Thiago José Lucas; Leandro Aparecido Passos; Douglas Rodrigues; Danilo S. Jodas; João Paulo Papa; Kelton Augusto Pontara da Costa; Rafal Scherer (IWSSIP, 2024)

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)