Kelton A. P. Costa

29 papers B 7C 1Journal 8Unranked 13
YearRankTypeTitle / Venue / Authors
2026 J jnl
Enhancing Network Intrusion Detection Systems: A Multi-Layer Ensemble Approach to Mitigate Adversarial Attacks.
CoRR
Nasim Soltani, Shayan Nejadshamsi, Zakaria Abou El Houda, Raphaël Khoury, Kelton A. P. Costa, Tiago H. Falk, Anderson R. Avila
2025 B conf
Enhancing Network Intrusion Detection Systems: A Multi-Layer Ensemble Approach to Mitigate Adversarial Attacks.
SMC
Nasim Soltani, Shayan Nejadshamsi, Zakaria Abou El Houda, Raphaël Khoury, Kelton A. P. Costa, Tiago H. Falk, Anderson R. Avila
2025 B conf
Quantum Approaches for Degree-Constrained Minimum Spanning Tree Computation.
IJCNN
Rafael Simões do Carmo, Marcos Cleison Silva Santana, Felipe Fernandes Fanchini, Kelton A. P. Costa, Weslley Santana Rosalem, João Paulo Papa
2025 — conf
UAV Forensics: Transformer-Based Identification of Mobile Devices for Drone Piloting.
ICAISC (2)
Katarzyna Nieszporek, Jaroslaw Bernacki, Kelton A. P. Costa, Qiao Ke, Wei Wei
2024 J jnl
A review of deep learning-based approaches for deepfake content detection.
Expert Syst. J. Knowl. Eng.
Leandro A. Passos, Danilo Samuel Jodas, Kelton A. P. Costa, Luis Antônio de Souza, Douglas Rodrigues, Javier Del Ser, David Camacho, João Paulo Papa
2024 J jnl
BioNeRF: Biologically Plausible Neural Radiance Fields for View Synthesis.
CoRR
Leandro A. Passos, Douglas Rodrigues, Danilo S. Jodas, Kelton A. P. Costa, João Paulo Papa
2024 — conf
Evaluating Neural Network Models for Accurate Prediction of Network Traffic Load.
ICAISC (1)
Jaroslaw Bernacki, Kelton A. P. Costa, Katarzyna Nieszporek
2024 — conf
Graph Matching Networks Meet Optimum-Path Forest: How to Prune Ensembles Efficiently.
ICPR (7)
Danilo Samuel Jodas, Leandro A. Passos, Douglas Rodrigues, Kelton A. P. Costa, João Paulo Papa
2022 B conf
FEMa-FS: Finite Element Machines for Feature Selection.
ICPR
Lucas Biaggi, João P. Papa, Kelton A. P. Costa, Danillo Roberto Pereira, Leandro A. Passos
2022 J jnl
FEMa-FS: Finite Element Machines for Feature Selection.
CoRR
Lucas Biaggi, João P. Papa, Kelton A. P. Costa, Danillo Roberto Pereira, Leandro A. Passos
2022 — conf
From Network Package Flow to Images: How to Accurately Detect Anomalies in Computer Networks.
IWSSIP
Paulo R. Galego Hernandes Junior, Rafal Scherer, Lucas B. Januario, Douglas Rodrigues, João P. Papa, Kelton A. P. Costa
2022 — conf
Individual Source Camera Identification with Convolutional Neural Networks.
ACIIDS (Companion)
Jaroslaw Bernacki, Kelton A. P. Costa, Rafal Scherer
2020 — conf
Active Region-Based Full-Disc Solar Image Hashing.
ICAISC (2)
Rafal Grycuk, Kelton A. P. Costa, Rafal Scherer
2020 J jnl
Non-Fragmented Network Flow Design Analysis: Comparison IPv4 with IPv6 Using Path MTU Discovery.
Comput.
Thiago José Lucas, Maycon Ferreira, Rychard Plachta, Gabriel Ferreira, Kelton A. P. Costa
2019 B conf
Multiple-Instance Learning through Optimum-Path Forest.
IJCNN
Luis Claudio Sugi Afonso, Danilo Colombo, Clayton R. Pereira, Kelton A. P. Costa, João P. Papa
2017 — conf
Deep Boltzmann Machines Using Adaptive Temperatures.
CAIP (1)
Leandro A. Passos Junior, Kelton A. P. Costa, João P. Papa
2016 — conf
Learning Parameters in Deep Belief Networks Through Firefly Algorithm.
ANNPR
Gustavo H. Rosa, João Paulo Papa, Kelton A. P. Costa, Leandro A. Passos Junior, Clayton R. Pereira, Xin-She Yang
2016 — conf
On the Evaluation of Tensor-Based Representations for Optimum-Path Forest Classification.
ANNPR
Ricardo R. Lopes, Kelton A. P. Costa, João P. Papa
2015 J jnl
A nature-inspired approach to speed up optimum-path forest clustering and its application to intrusion detection in computer networks.
Inf. Sci.
Kelton A. P. Costa, Luís A. M. Pereira, Rodrigo Y. M. Nakamura, Clayton R. Pereira, João P. Papa, Alexandre Xavier Falcão
2015 — conf
On the Model Selection of Bernoulli Restricted Boltzmann Machines Through Harmony Search.
GECCO (Companion)
João P. Papa, Gustavo Henrique Rosa, Kelton A. P. Costa, Nilceu A. Marana, Walter J. Scheirer, David Daniel Cox
2014 J jnl
A wrapper approach for feature selection based on Bat Algorithm and Optimum-Path Forest.
Expert Syst. Appl.
Douglas Rodrigues, Luís A. M. Pereira, Rodrigo Y. M. Nakamura, Kelton A. P. Costa, Xin-She Yang, André N. de Souza, João Paulo Papa
2014 B conf
On the Training of Artificial Neural Networks with Radial Basis Function Using Optimum-Path Forest Clustering.
ICPR
Gustavo H. Rosa, Kelton A. P. Costa, Leandro A. Passos Junior, João Paulo Papa, Alexandre X. Falcão, João Manuel R. S. Tavares
2014 — conf
Training Optimum-Path Forest on Graphics Processing Units.
VISAPP (2)
Adriana S. Iwashita, Marcos V. T. Romero, Alexandro Baldassin, Kelton A. P. Costa, João P. Papa
2012 J jnl
An Optimum-Path Forest framework for intrusion detection in computer networks.
Eng. Appl. Artif. Intell.
Clayton R. Pereira, Rodrigo Y. M. Nakamura, Kelton A. P. Costa, João P. Papa
2012 C conf
Automatic landslide recognition through Optimum-Path Forest.
IGARSS
Rodrigo Pisani, Paulina Riedel, Kelton A. P. Costa, Rodrigo Nakamura, Clayton R. Pereira, Gustavo H. Rosa, João P. Papa
2012 — conf
BBA: A Binary Bat Algorithm for Feature Selection.
SIBGRAPI
Rodrigo Y. M. Nakamura, Luís A. M. Pereira, Kelton A. P. Costa, Douglas Rodrigues, João P. Papa, Xin-She Yang
2012 — conf
Boosting Optimum-Path Forest clustering through harmony Search and its applications for intrusion detection in computer networks.
CASoN
Kelton A. P. Costa, Clayton R. Pereira, Rodrigo Nakamura, Luís A. M. Pereira, João Paulo Papa
2012 B conf
Intrusion detection in computer networks using Optimum-Path Forest clustering.
LCN
Kelton A. P. Costa, Clayton R. Pereira, Rodrigo Nakamura, João Paulo Papa
2011 B conf
Intrusion detection system using Optimum-Path Forest.
LCN
Clayton R. Pereira, Rodrigo Nakamura, João Paulo Papa, Kelton A. P. Costa