Kelton A. P. Costa

According to our database, Kelton A. P. Costa authored at least 48 papers between 2011 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

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., August, 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

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

Proceedings of the 31st International Conference on Systems, Signals and Image Processing, 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

Proceedings of the 31st International Conference on Systems, Signals and Image Processing, 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

Proceedings of the Pattern Recognition - 27th International Conference, 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

Proceedings of the Pattern Recognition - 27th International Conference, 2024

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

Extractive Text Summarization Using Generalized Additive Models with Interactions for Sentence Selection.

Vinícius Camargo da Silva, João Paulo Papa, Kelton Augusto Pontara da Costa

Proceedings of the 18th International Joint Conference on Computer Vision, 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

Proceedings of the 18th International Joint Conference on Computer Vision, 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

Proceedings of the 18th International Joint Conference on Computer Vision, 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

Proceedings of the 30th International Conference on Systems, Signals and Image Processing, 2023

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

Proceedings of the 30th International Conference on Systems, Signals and Image Processing, 2023

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

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

An Ensemble Pruning Approach to Optimize Intrusion Detection Systems Performance.

Thiago José Lucas, Kelton Augusto Pontara da Costa, Rafal Scherer, João Paulo Papa

Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 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

Proceedings of the 29th International Conference on Systems, Signals and Image Processing, 2022

FEMa-FS: Finite Element Machines for Feature Selection.

Lucas Biaggi, João P. Papa, Kelton A. P. Costa, Danillo Roberto Pereira, Leandro A. Passos

Proceedings of the 26th International Conference on Pattern Recognition, 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

Proceedings of the Pattern Recognition and Image Analysis - 10th Iberian Conference, 2022

Individual Source Camera Identification with Convolutional Neural Networks.

Jaroslaw Bernacki, Kelton A. P. Costa, Rafal Scherer

Proceedings of the Recent Challenges in Intelligent Information and Database Systems, 2022

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

Proceedings of the IEEE Symposium Series on Computational Intelligence, 2021

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

Proceedings of the 39th Brazilian Symposium on Computer Networks and Distributed Systems, 2021

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

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, Victor Hugo C. de Albuquerque

Appl. Soft Comput., 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

Proceedings of the Artificial Intelligence and Soft Computing, 2020

Active Region-Based Full-Disc Solar Image Hashing.

Rafal Grycuk, Kelton A. P. Costa, Rafal Scherer

Proceedings of the Artificial Intelligence and Soft Computing, 2020

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

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, Victor Hugo C. de Albuquerque

Comput. Networks, 2019

Multiple-Instance Learning through Optimum-Path Forest.

Luis Claudio Sugi Afonso, Danilo Colombo, Clayton R. Pereira, Kelton A. P. Costa, João P. Papa

Proceedings of the International Joint Conference on Neural Networks, 2019

2018

Seam Carving Detection Using Convolutional Neural Networks.

Luiz Fernandoda Silva Cieslak, Kelton Augusto Pontara da Costa, João Paulo Papa

Proceedings of the 12th IEEE International Symposium on Applied Computational Intelligence and Informatics, 2018

2017

Deep Boltzmann Machines Using Adaptive Temperatures.

Leandro A. Passos Junior, Kelton A. P. Costa, João P. Papa

Proceedings of the Computer Analysis of Images and Patterns, 2017

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

Proceedings of the Artificial Neural Networks in Pattern Recognition, 2016

On the Evaluation of Tensor-Based Representations for Optimum-Path Forest Classification.

Ricardo R. Lopes, Kelton A. P. Costa, João P. Papa

Proceedings of the Artificial Neural Networks in Pattern Recognition, 2016

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

Spam intrusion detection in computer networks using intelligent techniques.

Patricia Bellin Ribeiro, Luis Alexandre da Silva, Kelton Augusto Pontara da Costa

Proceedings of the IFIP/IEEE International Symposium on Integrated Network Management, 2015

SMS Spam Filtering Through Optimum-Path Forest-Based Classifiers.

Dheny Fernandes, Kelton A. P. da Costa, Tiago A. Almeida, João Paulo Papa

Proceedings of the 14th IEEE International Conference on Machine Learning and Applications, 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

Proceedings of the 14th IEEE International Conference on Machine Learning and Applications, 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

Proceedings of the Genetic and Evolutionary Computation Conference, 2015

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

Proceedings of the 28th IEEE International Symposium on Computer-Based Medical Systems, 2015

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, André N. de Souza, João Paulo Papa

Expert Syst. Appl., 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

Proceedings of the VISAPP 2014, 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

Proceedings of the 22nd International Conference on Pattern Recognition, 2014

Optimum-Path Forest Applied for Breast Masses Classification.

Patricia B. Ribeiro, Kelton A. P. da Costa, João Paulo Papa, Roseli A. Francelin Romero

Proceedings of the 2014 IEEE 27th International Symposium on Computer-Based Medical Systems, 2014

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

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

Proceedings of the 25th SIBGRAPI Conference on Graphics, Patterns and Images, 2012

Intrusion detection in computer networks using Optimum-Path Forest clustering.

Kelton A. P. Costa, Clayton R. Pereira, Rodrigo Nakamura, João Paulo Papa

Proceedings of the 37th Annual IEEE Conference on Local Computer Networks, 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

Proceedings of the 2012 IEEE International Geoscience and Remote Sensing Symposium, 2012

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

Proceedings of the Fourth International Conference on Computational Aspects of Social Networks, 2012

2011

Intrusion detection system using Optimum-Path Forest.

Clayton R. Pereira, Rodrigo Nakamura, João Paulo Papa, Kelton A. P. Costa

Proceedings of the IEEE 36th Conference on Local Computer Networks, 2011