Intrusion detection system using Optimum-Path Forest. - Clayton R. Pereira; Rodrigo Nakamura; João Paulo Papa; Kelton A. P. Costa (LCN, 2011)

Boosting Optimum-Path Forest clustering through harmony Search and its applications for intrusion detection in computer networks. - Kelton A. P. Costa; Clayton R. Pereira; Rodrigo Nakamura; Luís A. M. Pereira; João Paulo Papa (CASoN, 2012)

Automatic landslide recognition through Optimum-Path Forest. - Rodrigo Pisani; Paulina Riedel; Kelton A. P. Costa; Rodrigo Nakamura; Clayton R. Pereira; Gustavo H. Rosa; João P. Papa (IGARSS, 2012)

Intrusion detection in computer networks using Optimum-Path Forest clustering. - Kelton A. P. Costa; Clayton R. Pereira; Rodrigo Nakamura; João Paulo Papa (LCN, 2012)

BBA: A Binary Bat Algorithm for Feature Selection. - Rodrigo Y. M. Nakamura; Luís A. M. Pereira; Kelton A. P. Costa; Douglas Rodrigues; João P. Papa; Xin-She Yang 001 (SIBGRAPI, 2012)

An Optimum-Path Forest framework for intrusion detection in computer networks. - Clayton R. Pereira; Rodrigo Y. M. Nakamura; Kelton A. P. Costa; João P. Papa (Eng. Appl. Artif. Intell., 2012)

Optimum-Path Forest Applied for Breast Masses Classification. - Patricia B. Ribeiro; Kelton A. P. da Costa; João Paulo Papa; Roseli A. Francelin Romero (CBMS, 2014)

On the Training of Artificial Neural Networks with Radial Basis Function Using Optimum-Path Forest Clustering. - Gustavo H. Rosa; Kelton A. P. Costa; Leandro A. Passos Junior; João Paulo Papa; Alexandre X. Falcão; João Manuel R. S. Tavares (ICPR, 2014)

Training Optimum-Path Forest on Graphics Processing Units. - Adriana S. Iwashita; Marcos V. T. Romero; Alexandro Baldassin; Kelton A. P. Costa; João P. Papa (VISAPP (2), 2014)

A wrapper approach for feature selection based on Bat Algorithm and Optimum-Path Forest. - Douglas Rodrigues; Luís A. M. Pereira; Rodrigo Y. M. Nakamura; Kelton A. P. Costa; Xin-She Yang 001; André N. de Souza; João Paulo Papa (Expert Syst. Appl., 2014)

Unsupervised Breast Masses Classification through Optimum-Path Forest. - Patricia B. Ribeiro; Leandro A. Passos Junior; Luis Alexandre da Silva; Kelton A. P. da Costa; João P. Papa; Roseli A. F. Romero (CBMS, 2015)

On the Model Selection of Bernoulli Restricted Boltzmann Machines Through Harmony Search. - João P. Papa; Gustavo Henrique Rosa; Kelton A. P. Costa; Nilceu A. Marana; Walter J. Scheirer; David Daniel Cox (GECCO (Companion), 2015)

Malware Detection in Android-Based Mobile Environments Using Optimum-Path Forest. - Kelton A. P. da Costa; Luis Alexandre da Silva; Guilherme Brandão Martins; Gustavo H. Rosa; Clayton R. Pereira; João Paulo Papa (ICMLA, 2015)

SMS Spam Filtering Through Optimum-Path Forest-Based Classifiers. - Dheny Fernandes; Kelton A. P. da Costa; Tiago A. Almeida 001; João Paulo Papa (ICMLA, 2015)

Spam intrusion detection in computer networks using intelligent techniques. - Patricia Bellin Ribeiro; Luis Alexandre da Silva; Kelton Augusto Pontara da Costa (IM, 2015)

A nature-inspired approach to speed up optimum-path forest clustering and its application to intrusion detection in computer networks. - Kelton A. P. Costa; Luís A. M. Pereira; Rodrigo Y. M. Nakamura; Clayton R. Pereira; João P. Papa; Alexandre Xavier Falcão (Inf. Sci., 2015)

On the Evaluation of Tensor-Based Representations for Optimum-Path Forest Classification. - Ricardo R. Lopes; Kelton A. P. Costa; João P. Papa (ANNPR, 2016)

Learning Parameters in Deep Belief Networks Through Firefly Algorithm. - Gustavo H. Rosa; João Paulo Papa; Kelton A. P. Costa; Leandro A. Passos Junior; Clayton R. Pereira; Xin-She Yang 001 (ANNPR, 2016)

Deep Boltzmann Machines Using Adaptive Temperatures. - Leandro A. Passos Junior; Kelton A. P. Costa; João P. Papa (CAIP (1), 2017)

Seam Carving Detection Using Convolutional Neural Networks. - Luiz Fernandoda Silva Cieslak; Kelton Augusto Pontara da Costa; João Paulo Papa (SACI, 2018)

Multiple-Instance Learning through Optimum-Path Forest. - Luis Claudio Sugi Afonso; Danilo Colombo; Clayton R. Pereira; Kelton A. P. Costa; João P. Papa (IJCNN, 2019)

Internet of Things: A survey on machine learning-based intrusion detection approaches. - Kelton A. P. da Costa; João P. Papa; Celso O. Lisboa; Roberto Muñoz 001; Victor Hugo C. de Albuquerque (Comput. Networks, 2019)

Fine-tuning restricted Boltzmann machines using quaternions and its application for spam detection. - Luis Alexandre da Silva; Kelton A. P. da Costa; João P. Papa; Gustavo H. Rosa; Victor Hugo C. de Albuquerque (IET Networks, 2019)

Active Region-Based Full-Disc Solar Image Hashing. - Rafal Grycuk; Kelton A. P. Costa; Rafal Scherer (ICAISC (2), 2020)

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)

A critical literature survey and prospects on tampering and anomaly detection in image data. - Kelton A. P. da Costa; João P. Papa; Leandro A. Passos; Danilo Colombo; Javier Del Ser; Khan Muhammad 001; Victor Hugo C. de Albuquerque (Appl. Soft Comput., 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)

Phishing Detection Using URL-based XAI Techniques. - Paulo R. Galego Hernandes; Camila P. Floret; Katia F. Cardozo De Almeida; Vinícius Camargo da Silva; João Paulo Papa; Kelton Augusto Pontara da Costa (SSCI, 2021)

Individual Source Camera Identification with Convolutional Neural Networks. - Jaroslaw Bernacki; Kelton A. P. Costa; Rafal Scherer (ACIIDS (Companion), 2022)

An End-to-End Approach for Seam Carving Detection Using Deep Neural Networks. - Thierry Pinheiro Moreira; Marcos Cleison S. Santana; Leandro A. Passos; João Paulo Papa; Kelton Augusto Pontara da Costa (IbPRIA, 2022)

FEMa-FS: Finite Element Machines for Feature Selection. - Lucas Biaggi; João P. Papa; Kelton A. P. Costa; Danillo Roberto Pereira; Leandro A. Passos (ICPR, 2022)

From Network Package Flow to Images: How to Accurately Detect Anomalies in Computer Networks. - Paulo R. Galego Hernandes Junior; Rafal Scherer; Lucas B. Januario; Douglas Rodrigues; João P. Papa; Kelton A. P. Costa (IWSSIP, 2022)

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)

A Review of Deep Learning-based Approaches for Deepfake Content Detection. - Leandro A. Passos; Danilo S. Jodas; Kelton A. P. da Costa; Luis Antônio Souza Júnior; Danilo Colombo; João Paulo Papa (CoRR, 2022)

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)

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)

Opposition-Based Jellyfish Search for Feature Selection. - Douglas Rodrigues; Kelton Augusto Pontara da Costa; Danilo S. Gastaldello; André Nunes de Souza; João Paulo Papa (IWSSIP, 2023)

FakeRecogna Anomaly: Fake News Detection in a New Brazilian Corpus. - Gabriel Lino Garcia; Luis C. S. Afonso; Leandro A. Passos; Danilo S. Jodas; Kelton A. P. da Costa; João P. Papa (VISIGRAPP (4: VISAPP), 2023)

Fine-Tuning Restricted Boltzmann Machines Using No-Boundary Jellyfish. - Douglas Rodrigues; Gustavo Henrique de Rosa; Kelton Augusto Pontara da Costa; Danilo Samuel Jodas; João Paulo Papa (VISIGRAPP (4: VISAPP), 2023)

Extractive Text Summarization Using Generalized Additive Models with Interactions for Sentence Selection. - Vinícius Camargo da Silva; João Paulo Papa; Kelton Augusto Pontara da Costa (VISIGRAPP (4: VISAPP), 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)

Evaluating Neural Network Models for Accurate Prediction of Network Traffic Load. - Jaroslaw Bernacki; Kelton A. P. Costa; Katarzyna Nieszporek (ICAISC (1), 2024)

Computer Network User Profiling Using Firewall Logs and ANFIS-Based Hybrid Systems. - Piotr Cisowski; Aneta Mackiewicz; Lukasz Mikolajczyk; Jakub Nowak; Pawel Drozda; Kelton Augusto Pontara da Costa (ICAISC (3), 2024)

Graph Matching Networks Meet Optimum-Path Forest: How to Prune Ensembles Efficiently. - Danilo Samuel Jodas; Leandro A. Passos; Douglas Rodrigues; Kelton A. P. Costa; João Paulo Papa (ICPR (7), 2024)

A Quantum-inspired Approach to Estimate Optimum-Path Forest Prototypes based on the Traveling Salesman Problem. - Maria Angélica Krüger Miranda; Felipe Fernandes Fanchini; Leandro Aparecido Passos; Douglas Rodrigues; Kelton Augusto Pontara da Costa; Rafal Scherer; João Paulo Papa (ICPR (7), 2024)

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)

BioNeRF: Biologically Plausible Neural Radiance Fields for View Synthesis. - Leandro A. Passos; Douglas Rodrigues; Danilo S. Jodas; Kelton A. P. Costa; João Paulo Papa (CoRR, 2024)

A review of deep learning-based approaches for deepfake content detection. - Leandro A. Passos; Danilo Samuel Jodas; Kelton A. P. Costa; Luis Antônio de Souza; Douglas Rodrigues; Javier Del Ser; David Camacho; João Paulo Papa (Expert Syst. J. Knowl. Eng., 2024)

Optimum-Path Forest Ensembles to Estimate the Internal Decay in Urban Trees. - Giovani Candido; Luis Henrique Morelli; Danilo Samuel Jodas; Giuliana Del Nero Velasco; Reinaldo Araújo de Lima; Kelton Augusto Pontara da Costa; João Paulo Papa (VISIGRAPP (2): VISAPP, 2025)