Kelton A. P. Costa

Publication Activity (10 Years)

Years Active: 2011-2024
Publications (10 Years): 12

Top Topics

Boltzmann Machines

Computer Networks

Feature Selection

Top Venues

GECCO (Companion)

Publications

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 (2024)
Leandro A. Passos, Danilo Samuel Jodas, Kelton A. P. Costa, Luis Antônio de Souza, Douglas Rodrigues, Javier Del Ser, David Camacho, João Paulo Papa
A review of deep learning-based approaches for deepfake content detection. Expert Syst. J. Knowl. Eng. 41 (8) (2024)
Lucas Biaggi, João P. Papa, Kelton A. P. Costa, Danillo Roberto Pereira, Leandro A. Passos
FEMa-FS: Finite Element Machines for Feature Selection. CoRR (2022)
Jaroslaw Bernacki, Kelton A. P. Costa, Rafal Scherer
Individual Source Camera Identification with Convolutional Neural Networks. ACIIDS (Companion) (2022)
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)
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)
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) (2020)
Rafal Grycuk, Kelton A. P. Costa, Rafal Scherer
Active Region-Based Full-Disc Solar Image Hashing. ICAISC (2) (2020)
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)
Leandro A. Passos Junior, Kelton A. P. Costa, João P. Papa
Deep Boltzmann Machines Using Adaptive Temperatures. CAIP (1) (2017)
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)
Ricardo R. Lopes, Kelton A. P. Costa, João P. Papa
On the Evaluation of Tensor-Based Representations for Optimum-Path Forest Classification. ANNPR (2016)
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 (2015)
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)
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) (2014)
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)
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)
Kelton A. P. Costa, Clayton R. Pereira, Rodrigo Nakamura, João Paulo Papa
Intrusion detection in computer networks using Optimum-Path Forest clustering. LCN (2012)
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)
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) (2012)
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)
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)
Clayton R. Pereira, Rodrigo Nakamura, João Paulo Papa, Kelton A. P. Costa
Intrusion detection system using Optimum-Path Forest. LCN (2011)