Kelton Costa
Kelton Costa
Professor de Computação, UNESP e FATEC
Verified email at unesp.br - Homepage
TitleCited byYear
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
2422012
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
1462014
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
502012
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
472015
Swarm intelligence and bio-inspired computation: an overview
XS Yang, M Karamanoglu
Swarm intelligence and bio-inspired computation, 3-23, 2013
442013
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
332015
Learning parameters in deep belief networks through firefly algorithm
G Rosa, J Papa, K Costa, L Passos, C Pereira, XS Yang
IAPR Workshop on Artificial Neural Networks in Pattern Recognition, 138-149, 2016
272016
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
202016
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
142013
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
102019
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
92016
A wrapper approach for feature selection and optimum-path forest based on bat algorithm
D Rodrigues, LAM Pereira, RYM Nakamura, KAP Costa, XS Yang, ...
EXPERT SYSTEMS WITH APPLICATIONS 41 (5), 2250-2258, 2014
82014
Parameter setting-free harmony search optimization of restricted boltzmann machines and its applications to spam detection
LA Silva, KAP Costa, PB Ribeiro, G Rosa, JP Papa
12th International Conference Applied Computing, 142-150, 2015
72015
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
72014
Optimum-path forest applied for breast masses classification
PB Ribeiro, KAP da Costa, JP Papa, RAF Romero
2014 IEEE 27th International Symposium on Computer-Based Medical Systems, 52-55, 2014
62014
Malware detection in android-based mobile environments using optimum-path forest
KAP da Costa, LA da Silva, GB Martins, GH Rosa, CR Pereira, JP Papa
2015 IEEE 14th International Conference on Machine Learning and Applications …, 2015
52015
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
52015
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
42015
Automatic landslide recognition through optimum-path forest
R Pisani, P Riedel, K Costa, R Nakamura, C Pereira, G Rosa, J Papa
2012 IEEE International Geoscience and Remote Sensing Symposium, 6228-6231, 2012
42012
On the feasibility of optimum-path forest in the context of Internet-of-Things-based applications
L A Silva, K AP Costa, P B Ribeiro, D Fernandes, J P Papa
Recent Patents on Signal Processing 5 (1), 52-60, 2015
32015
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Articles 1–20