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ORCIDKelton A. P. Costa
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- affiliation: State University of Campinas - Unicamp, Brazil
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Journal Articles
- 2023
[j8]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:
A Comprehensive Survey on Ensemble Learning-Based Intrusion Detection Approaches in Computer Networks. IEEE Access 11: 122638-122676 (2023)- 2020
- [j7]Kelton A. P. da Costa, João P. Papa, Leandro A. Passos, Danilo Colombo, Javier Del Ser, Khan Muhammad, Victor Hugo C. de Albuquerque:
A critical literature survey and prospects on tampering and anomaly detection in image data. Appl. Soft Comput. 97(Part B): 106727 (2020) - [j6]Thiago José Lucas, Maycon Ferreira, Rychard Plachta, Gabriel Ferreira, Kelton A. P. Costa:
Non-Fragmented Network Flow Design Analysis: Comparison IPv4 with IPv6 Using Path MTU Discovery. Comput. 9(2): 54 (2020) - 2019
- [j5]Kelton A. P. da Costa, João P. Papa, Celso O. Lisboa, Roberto Muñoz, Victor Hugo C. de Albuquerque:
Internet of Things: A survey on machine learning-based intrusion detection approaches. Comput. Networks 151: 147-157 (2019) - [j4]Luis Alexandre da Silva, Kelton A. P. da Costa, João P. Papa, Gustavo H. Rosa, Victor Hugo C. de Albuquerque:
Fine-tuning restricted Boltzmann machines using quaternions and its application for spam detection. IET Networks 8(3): 164-168 (2019) - 2015
- [j3]Kelton A. P. Costa, Luís A. M. Pereira, Rodrigo Y. M. Nakamura, Clayton R. Pereira, João P. Papa, Alexandre Xavier Falcão:
A nature-inspired approach to speed up optimum-path forest clustering and its application to intrusion detection in computer networks. Inf. Sci. 294: 95-108 (2015) - 2014
- [j2]Douglas Rodrigues, Luís A. M. Pereira, Rodrigo Y. M. Nakamura, Kelton A. P. Costa, Xin-She Yang, André N. de Souza, João Paulo Papa:
A wrapper approach for feature selection based on Bat Algorithm and Optimum-Path Forest. Expert Syst. Appl. 41(5): 2250-2258 (2014) - 2012
- [j1]Clayton R. Pereira, Rodrigo Y. M. Nakamura, Kelton A. P. Costa, João P. Papa:
An Optimum-Path Forest framework for intrusion detection in computer networks. Eng. Appl. Artif. Intell. 25(6): 1226-1234 (2012)
Conference and Workshop Papers
- 2023
- [c32]Danilo Samuel Jodas, Leandro Aparecido Passos, Douglas Rodrigues, Thiago José Lucas, Kelton Augusto Pontara da Costa, João Paulo Papa:
OPFsemble: An Ensemble Pruning Approach via Optimum-Path Forest. IWSSIP 2023: 1-5 - [c31]Douglas Rodrigues, Kelton Augusto Pontara da Costa, Danilo S. Gastaldello, André Nunes de Souza, João Paulo Papa:
Opposition-Based Jellyfish Search for Feature Selection. IWSSIP 2023: 1-5 - [c30]Douglas Rodrigues, Gustavo Henrique de Rosa, Kelton Augusto Pontara da Costa, Danilo Samuel Jodas, João Paulo Papa:
Fine-Tuning Restricted Boltzmann Machines Using No-Boundary Jellyfish. VISIGRAPP (4: VISAPP) 2023: 65-73 - [c29]Vinícius Camargo da Silva, João Paulo Papa, Kelton Augusto Pontara da Costa:
Extractive Text Summarization Using Generalized Additive Models with Interactions for Sentence Selection. VISIGRAPP (4: VISAPP) 2023: 737-745 - [c28]Gabriel Lino Garcia, Luis C. S. Afonso, Leandro A. Passos, Danilo S. Jodas, Kelton A. P. da Costa, João P. Papa:
FakeRecogna Anomaly: Fake News Detection in a New Brazilian Corpus. VISIGRAPP (4: VISAPP) 2023: 830-837 - 2022
- [c27]Jaroslaw Bernacki, Kelton A. P. Costa, Rafal Scherer:
Individual Source Camera Identification with Convolutional Neural Networks. ACIIDS (Companion) 2022: 45-55 - [c26]Thierry Pinheiro Moreira, Marcos Cleison S. Santana, Leandro A. Passos, João Paulo Papa, Kelton Augusto Pontara da Costa:
An End-to-End Approach for Seam Carving Detection Using Deep Neural Networks. IbPRIA 2022: 447-457 - [c25]Lucas Biaggi, João P. Papa, Kelton A. P. Costa, Danillo Roberto Pereira, Leandro A. Passos:
FEMa-FS: Finite Element Machines for Feature Selection. ICPR 2022: 1784-1791 - [c24]Paulo R. Galego Hernandes Junior, Rafal Scherer, Lucas B. Januario, Douglas Rodrigues, João P. Papa, Kelton A. P. Costa:
From Network Package Flow to Images: How to Accurately Detect Anomalies in Computer Networks. IWSSIP 2022: 1-4 - [c23]Thiago José Lucas, Kelton Augusto Pontara da Costa, Rafal Scherer, João Paulo Papa:
An Ensemble Pruning Approach to Optimize Intrusion Detection Systems Performance. SMC 2022: 1173-1179 - 2021
- [c22]Thiago José Lucas, Kelton A. P. da Costa, Eduardo Alves Moraes, Paulo R. Galego Hernandes, Miguel J. das Neves:
Stacking-based Committees para Detecção de Ataques em Redes de Computadores - Uma abordagem por exaustão. SBRC 2021: 644-657 - [c21]Paulo R. Galego Hernandes, Camila P. Floret, Katia F. Cardozo De Almeida, Vinícius Camargo da Silva, João Paulo Papa, Kelton Augusto Pontara da Costa:
Phishing Detection Using URL-based XAI Techniques. SSCI 2021: 1-6 - 2020
- [c20]Rafal Grycuk, Kelton A. P. Costa, Rafal Scherer:
Active Region-Based Full-Disc Solar Image Hashing. ICAISC (2) 2020: 19-30 - [c19]Thiago José Lucas, Carlos Alexandre Carvalho Tojeiro, Rafael Goncalves Pires, Kelton Augusto Pontara da Costa, João Paulo Papa:
Machine Learning for Web Intrusion Detection: A Comparative Analysis of Feature Selection Methods mRMR and PFI. ICAISC (1) 2020: 535-546 - 2019
- [c18]Luis Claudio Sugi Afonso, Danilo Colombo, Clayton R. Pereira, Kelton A. P. Costa, João P. Papa:
Multiple-Instance Learning through Optimum-Path Forest. IJCNN 2019: 1-7 - 2018
- [c17]Luiz Fernandoda Silva Cieslak, Kelton Augusto Pontara da Costa, João Paulo Papa:
Seam Carving Detection Using Convolutional Neural Networks. SACI 2018: 195-200 - 2017
- [c16]Leandro A. Passos Junior, Kelton A. P. Costa, João P. Papa:
Deep Boltzmann Machines Using Adaptive Temperatures. CAIP (1) 2017: 172-183 - 2016
- [c15]Ricardo R. Lopes, Kelton A. P. Costa, João P. Papa:
On the Evaluation of Tensor-Based Representations for Optimum-Path Forest Classification. ANNPR 2016: 117-125 - [c14]Gustavo H. Rosa, João Paulo Papa, Kelton A. P. Costa, Leandro A. Passos Junior, Clayton R. Pereira, Xin-She Yang:
Learning Parameters in Deep Belief Networks Through Firefly Algorithm. ANNPR 2016: 138-149 - 2015
- [c13]Patricia B. Ribeiro, Leandro A. Passos Junior, Luis Alexandre da Silva, Kelton A. P. da Costa, João P. Papa, Roseli A. F. Romero:
Unsupervised Breast Masses Classification through Optimum-Path Forest. CBMS 2015: 238-243 - [c12]João P. Papa, Gustavo Henrique Rosa, Kelton A. P. Costa, Nilceu A. Marana, Walter J. Scheirer, David Daniel Cox:
On the Model Selection of Bernoulli Restricted Boltzmann Machines Through Harmony Search. GECCO (Companion) 2015: 1449-1450 - [c11]Dheny Fernandes, Kelton A. P. da Costa, Tiago A. Almeida, João Paulo Papa:
SMS Spam Filtering Through Optimum-Path Forest-Based Classifiers. ICMLA 2015: 133-137 - [c10]Kelton A. P. da Costa, Luis Alexandre da Silva, Guilherme Brandão Martins, Gustavo H. Rosa, Clayton R. Pereira, João Paulo Papa:
Malware Detection in Android-Based Mobile Environments Using Optimum-Path Forest. ICMLA 2015: 754-759 - [c9]Patricia Bellin Ribeiro, Luis Alexandre da Silva, Kelton Augusto Pontara da Costa:
Spam intrusion detection in computer networks using intelligent techniques. IM 2015: 1357-1360 - 2014
- [c8]Patricia B. Ribeiro, Kelton A. P. da Costa, João Paulo Papa, Roseli A. Francelin Romero:
Optimum-Path Forest Applied for Breast Masses Classification. CBMS 2014: 52-55 - [c7]Gustavo H. Rosa, Kelton A. P. Costa, Leandro A. Passos Junior, João Paulo Papa, Alexandre X. Falcão, João Manuel R. S. Tavares:
On the Training of Artificial Neural Networks with Radial Basis Function Using Optimum-Path Forest Clustering. ICPR 2014: 1472-1477 - [c6]Adriana S. Iwashita, Marcos V. T. Romero, Alexandro Baldassin, Kelton A. P. Costa, João P. Papa:
Training Optimum-Path Forest on Graphics Processing Units. VISAPP (2) 2014: 581-588 - 2012
- [c5]Kelton A. P. Costa, Clayton R. Pereira, Rodrigo Nakamura, Luís A. M. Pereira, João Paulo Papa:
Boosting Optimum-Path Forest clustering through harmony Search and its applications for intrusion detection in computer networks. CASoN 2012: 181-185 - [c4]Rodrigo Pisani, Paulina Riedel, Kelton A. P. Costa, Rodrigo Nakamura, Clayton R. Pereira, Gustavo H. Rosa, João P. Papa:
Automatic landslide recognition through Optimum-Path Forest. IGARSS 2012: 6228-6231 - [c3]Kelton A. P. Costa, Clayton R. Pereira, Rodrigo Nakamura, João Paulo Papa:
Intrusion detection in computer networks using Optimum-Path Forest clustering. LCN 2012: 128-131 - [c2]Rodrigo Y. M. Nakamura, Luís A. M. Pereira, Kelton A. P. Costa, Douglas Rodrigues, João P. Papa, Xin-She Yang:
BBA: A Binary Bat Algorithm for Feature Selection. SIBGRAPI 2012: 291-297 - 2011
- [c1]Clayton R. Pereira, Rodrigo Nakamura, João Paulo Papa, Kelton A. P. Costa:
Intrusion detection system using Optimum-Path Forest. LCN 2011: 183-186
Informal and Other Publications
- 2024
- [i6]Leandro A. Passos, Douglas Rodrigues, Danilo S. Jodas, Kelton A. P. Costa, João Paulo Papa:
BioNeRF: Biologically Plausible Neural Radiance Fields for View Synthesis. CoRR abs/2402.07310 (2024) - 2022
- [i5]Leandro A. Passos, Danilo S. Jodas, Kelton A. P. da Costa, Luis Antônio Souza Júnior, Danilo Colombo, João Paulo Papa:
A Review of Deep Learning-based Approaches for Deepfake Content Detection. CoRR abs/2202.06095 (2022) - [i4]Thierry Pinheiro Moreira, Marcos Cleison S. Santana, Leandro Aparecido Passos, João Paulo Papa, Kelton Augusto Pontara da Costa:
An End-to-End Approach for Seam Carving Detection using Deep Neural Networks. CoRR abs/2203.02728 (2022) - [i3]Lucas Biaggi, João P. Papa, Kelton A. P. Costa, Danillo Roberto Pereira, Leandro A. Passos:
FEMa-FS: Finite Element Machines for Feature Selection. CoRR abs/2212.02507 (2022) - [i2]Vinícius Camargo da Silva, João Paulo Papa, Kelton Augusto Pontara da Costa:
Extractive Text Summarization Using Generalized Additive Models with Interactions for Sentence Selection. CoRR abs/2212.10707 (2022) - [i1]Andricson Abeline Moreira, Carlos Alexandre Carvalho Tojeiro, Carlos J. Reis, Gustavo Henrique Massaro, Igor Andrade Brito, Kelton A. P. da Costa:
Ensemble learning techniques for intrusion detection system in the context of cybersecurity. CoRR abs/2212.10913 (2022)
Coauthor Index
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