An optimization methodology for neural network weights and architectures TB Ludermir, A Yamazaki, C Zanchettin IEEE Transactions on Neural Networks 17 (6), 1452-1459, 2006 | 230 | 2006 |
Intrusion detection for cyber–physical systems using generative adversarial networks in fog environment PF de Araujo-Filho, G Kaddoum, DR Campelo, AG Santos, D Macêdo, ... IEEE Internet of Things Journal 8 (8), 6247-6256, 2020 | 112 | 2020 |
A KNN-SVM hybrid model for cursive handwriting recognition C Zanchettin, BLD Bezerra, WW Azevedo The 2012 International joint conference on neural networks (IJCNN), 1-8, 2012 | 80 | 2012 |
Gesture recognition: A review focusing on sign language in a mobile context DH Neiva, C Zanchettin Expert Systems with Applications 103, 159-183, 2018 | 77 | 2018 |
Spatial-temporal graph convolutional networks for sign language recognition CC de Amorim, D Macêdo, C Zanchettin International Conference on Artificial Neural Networks, 646-657, 2019 | 72 | 2019 |
Hybrid training method for MLP: optimization of architecture and training C Zanchettin, TB Ludermir, LM Almeida IEEE Transactions on Systems, Man, and Cybernetics, Part B (Cybernetics) 41 …, 2011 | 70 | 2011 |
A SVM based off-line handwritten digit recognizer RFP Neves, ANG Lopes Filho, CAB Mello, C Zanchettin 2011 IEEE international conference on systems, man, and cybernetics, 510-515, 2011 | 59 | 2011 |
Hierarchical attentional hybrid neural networks for document classification J Abreu, L Fred, D Macêdo, C Zanchettin International Conference on Artificial Neural Networks, 396-402, 2019 | 52 | 2019 |
Wavelet filter for noise reduction and signal compression in an artificial nose C Zanchettin, TB Ludermir Applied Soft Computing 7 (1), 246-256, 2007 | 49 | 2007 |
Enhancing batch normalized convolutional networks using displaced rectifier linear units: A systematic comparative study D Macêdo, C Zanchettin, ALI Oliveira, T Ludermir Expert Systems with Applications 124, 271-281, 2019 | 37 | 2019 |
Entropic out-of-distribution detection D Macêdo, TI Ren, C Zanchettin, ALI Oliveira, T Ludermir 2021 international joint conference on neural networks (IJCNN), 1-8, 2021 | 36 | 2021 |
Squeezed very deep convolutional neural networks for text classification AB Duque, LLJ Santos, D Macêdo, C Zanchettin International Conference on Artificial Neural Networks, 193-207, 2019 | 33 | 2019 |
Am-mobilenet1d: A portable model for speaker recognition JAC Nunes, D Macêdo, C Zanchettin 2020 International joint conference on neural networks (IJCNN), 1-8, 2020 | 29 | 2020 |
Entropic out-of-distribution detection: Seamless detection of unknown examples D Macêdo, TI Ren, C Zanchettin, ALI Oliveira, T Ludermir IEEE Transactions on Neural Networks and Learning Systems 33 (6), 2350-2364, 2021 | 27 | 2021 |
Heartbeat anomaly detection using adversarial oversampling JLP Lima, D Macêdo, C Zanchettin 2019 International Joint Conference on Neural Networks (IJCNN), 1-7, 2019 | 27 | 2019 |
KutralNet: A portable deep learning model for fire recognition A Ayala, B Fernandes, F Cruz, D Macêdo, ALI Oliveira, C Zanchettin 2020 International Joint Conference on Neural Networks (IJCNN), 1-8, 2020 | 23 | 2020 |
Additive margin sincnet for speaker recognition JAC Nunes, D Macêdo, C Zanchettin 2019 International Joint Conference on Neural Networks (IJCNN), 1-5, 2019 | 23 | 2019 |
Handwriting: recognition, development and analysis BLD Bezerra, C Zanchettin, AH Toselli, G Pirlo Nova Science Publishers, Inc., 2017 | 23 | 2017 |
Design of experiments in neuro-fuzzy systems C Zanchettin, LL Minku, TB Ludermir International Journal of Computational Intelligence and Applications 9 (02 …, 2010 | 22 | 2010 |
A heuristic binarization algorithm for documents with complex background GDC Cavalcanti, EFA Silva, C Zanchettin, BLD Bezerra, RC Doria, ... 2006 International Conference on Image Processing, 389-392, 2006 | 21 | 2006 |