| 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 | 605 | 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 | 505 | 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 | 280 | 2014 |
| 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 | 135 | 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 | 104 | 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 | 83 | 2013 |
| A review of deep learning‐based approaches for deepfake content detection LA Passos, D Jodas, KAP Costa, LA Souza Júnior, D Rodrigues, ... Expert Systems 41 (8), e13570, 2024 | 72 | 2024 |
| 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 | 64 | 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 | 57 | 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 | 41 | 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 | 35 | 2020 |
| 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 | 23 | 2021 |
| 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 | 22 | 2015 |
| Enhancing anomaly detection through restricted Boltzmann machine features projection GH de Rosa, M Roder, DFS Santos, KAP Costa International Journal of Information Technology, 2020 | 17 | 2020 |
| 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 | 17 | 2014 |
| Seam carving detection using convolutional neural networks LFS Cieslak, KA Da Costa, J PauloPapa 2018 IEEE 12th International Symposium on Applied Computational Intelligence …, 2018 | 15 | 2018 |
| 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 | 14 | 2020 |
| 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 | 13 | 2016 |
| 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 | 12 | 2015 |
| 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 |
João Paulo PapaFull Professor, SMIEEE, FIAPR, FAAIA, FAvH, São Paulo State University在 unesp.br 的电子邮件经过验证