‪Kelton Augusto Pontara da Costa‬

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João Paulo PapaFull Professor, IEEE Senior, Alexander von Humboldt Research Fellow, São Paulo State UniversityVerified email at unesp.br
Douglas RodriguesUniversity of São PauloVerified email at icmc.usp.br
Rodrigo Yuji Mizobe NakamuraUnesp - Sao Paulo State UniversityVerified email at fc.unesp.br
Luís A. M. PereiraFederal University of São PauloVerified email at unifesp.br
Xin-She Yang (DPhil)Computational intelligence, swarm intelligence, optimization, metaheuristics, nature-inspiredVerified email at mdx.ac.uk
Gustavo Henrique de RosaSenior Research Software Engineer, Microsoft GenAIVerified email at microsoft.com
Clayton Reginaldo PereiraProfessor Assistente Universidade Estadual Paulista Júlio de Mesquita Filho - Unesp/BauruVerified email at unesp.br
Leandro PassosUNESPVerified email at unesp.br
Victor Hugo C. de AlbuquerqueLead of the Biomedical Data Analytics Research Group, Federal University of CearáVerified email at ufc.br
Ribeiro PatriciaProfessor de Ciência da ComputaçãoVerified email at fatec.sp.gov.br
Luis Alexandre da SilvaProfessor Ciência da ComputaçãoVerified email at fatec.sp.gov.br
Danillo Roberto PereiraPós-doutorando - Ciência da Computação, UnespVerified email at ic.unicamp.br
Roberto Munoz-SotoSchool of Informatics Engineering, Universidad de ValparaísoVerified email at uv.cl
Thiago José LucasProfessor of Information Security, Fatec OurinhosVerified email at fatecourinhos.edu.br
Danilo Samuel JodasUniversidade Estadual Paulista "Júlio de Mesquita Filho"Verified email at ipt.br
Falcao, A.X.Professor of Computer Science, University of CampinasVerified email at ic.unicamp.br
Luan Nunes UtimuraMaster's student in Computer Science, Sao Paulo State University (UNESP)Verified email at unesp.br
Javier (Javi) Del SerTECNALIA, University of the Basque Country (UPV/EHU), University of GranadaVerified email at tecnalia.com
Jorge Luiz e SilvaUniversity of Sao PauloVerified email at icmc.usp.br
Danilo ColomboPetrobrasVerified email at petrobras.com.br

Kelton Augusto Pontara da Costa

Professor of Computer Science, UNESP || Senior Member IEEE

Verified email at unesp.br - Homepage

Computer Networks Anomaly Detection Cyber Security Quantum Computing


Title Sort by citations Sort by year Sort by title	Cited by Cited by	Year
Internet of Things: A survey on machine learning-based intrusion detection approaches KAP Da Costa, JP Papa, CO Lisboa, R Munoz, VHC de Albuquerque Computer Networks 151, 147-157, 2019	489	2019
BBA: a binary bat algorithm for feature selection RYM Nakamura, LAM Pereira, KA Costa, D Rodrigues, JP Papa, XS Yang 2012 25th SIBGRAPI conference on graphics, patterns and images, 291-297, 2012	472	2012
A wrapper approach for feature selection based on bat algorithm and optimum-path forest D Rodrigues, LAM Pereira, RYM Nakamura, KAP Costa, XS Yang, ... Expert Systems with Applications 41 (5), 2250-2258, 2014	262	2014
Swarm intelligence and bio-inspired computation: an overview XS Yang, M Karamanoglu Swarm intelligence and bio-inspired computation, 3-23, 2013	157	2013
Unsupervised non-technical losses identification through optimum-path forest LAP Júnior, CCO Ramos, D Rodrigues, DR Pereira, AN de Souza, ... Electric Power Systems Research 140, 413-423, 2016	120	2016
A nature-inspired approach to speed up optimum-path forest clustering and its application to intrusion detection in computer networks KAP Costa, LAM Pereira, RYM Nakamura, CR Pereira, JP Papa, ... Information Sciences 294, 95-108, 2015	96	2015
Binary bat algorithm for feature selection RYM Nakamura, LAM Pereira, D Rodrigues, KAP Costa, JP Papa, ... Swarm intelligence and bio-inspired computation, 225-237, 2013	78	2013
An Optimum-Path Forest framework for intrusion detection in computer networks CR Pereira, RYM Nakamura, KAP Costa, JP Papa Engineering Applications of Artificial Intelligence 25 (6), 1226-1234, 2012	65	2012
Learning parameters in deep belief networks through firefly algorithm G Rosa, J Papa, K Costa, L Passos, C Pereira, XS Yang Artificial Neural Networks in Pattern Recognition: 7th IAPR TC3 Workshop …, 2016	55	2016
On the model selection of bernoulli restricted boltzmann machines through harmony search JP Papa, GH Rosa, KA Costa, NA Marana, W Scheirer, DD Cox Proceedings of the companion publication of the 2015 annual conference on …, 2015	42	2015
A critical literature survey and prospects on tampering and anomaly detection in image data KAP da Costa, JP Papa, LA Passos, D Colombo, J Del Ser, K Muhammad, ... Applied Soft Computing 97, 106727, 2020	32	2020
A review of deep learning‐based approaches for deepfake content detection LA Passos, D Jodas, KAP Costa, LA Souza Júnior, D Rodrigues, ... Expert Systems, e13570, 2022	27	2022
Unsupervised breast masses classification through optimum-path forest PB Ribeiro, LA Passos, LA Da Silva, KAP da Costa, JP Papa, ... 2015 IEEE 28th International Symposium on Computer-Based Medical Systems …, 2015	19	2015
On the training of artificial neural networks with radial basis function using optimum-path forest clustering GH Rosa, KAP Costa, LAP Júnior, JP Papa, AX Falcao, JMRS Tavares 2014 22nd International conference on pattern recognition, 1472-1477, 2014	19	2014
Uma ferramenta para execução de algoritmos utilizando o modelo a fluxo de dados dinâmico em hardware reconfigurável para a arquitetura ChipCflow: módulo de conversão C em grafo … KAP Costa Biblioteca Digital de Teses e Dissertações da USP, 2011	16	2011
Phishing detection using URL-based XAI techniques PRG Hernandes, CP Floret, KFC De Almeida, VC Da Silva, JP Papa, ... 2021 IEEE Symposium Series on Computational Intelligence (SSCI), 01-06, 2021	14	2021
Study on machine learning techniques for botnet detection L Silva, L Utimura, K Costa, M Silva, S Prado IEEE Latin America Transactions 18 (05), 881-888, 2020	13	2020
Seam carving detection using convolutional neural networks LFS Cieslak, KA Da Costa, J PauloPapa 2018 IEEE 12th International Symposium on Applied Computational Intelligence …, 2018	13	2018
Learning spam features using restricted boltzmann machines LA da Silva, KAP da Costa, PB Ribeiro, GH de Rosa, JP Papa IADIS International Journal on Computer Science & Information Systems 11 (1), 2016	12	2016
SMS spam filtering through optimum-path forest-based classifiers D Fernandes, KAP Da Costa, TA Almeida, JP Papa 2015 IEEE 14th International Conference on Machine Learning and Applications …, 2015	12	2015

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