| Regularized Fuzzy Neural Network Based on Or Neuron for Time Series Forecasting PV de Campos Souza, LCB Torres North American Fuzzy Information Processing Society Annual Conference, 13-23, 2018 | 35 | 2018 |
| Data density-based clustering for regularized fuzzy neural networks based on nullneurons and robust activation function PV de Campos Souza, LCB Torres, AJ Guimaraes, VS Araujo, VJS Araujo, ... Soft Computing 23 (23), 12475-12489, 2019 | 33 | 2019 |
| Width optimization of RBF kernels for binary classification of support vector machines: A density estimation-based approach MVF Menezes, LCB Torres, AP Braga Pattern Recognition Letters 128, 1-7, 2019 | 30 | 2019 |
| Uninorm based regularized fuzzy neural networks PV de Campos Souza, GRL Silva, LCB Torres 2018 IEEE Conference on Evolving and Adaptive Intelligent Systems (EAIS), 2018 | 30 | 2018 |
| Combined weightless neural network FPGA architecture for deforestation surveillance and visual navigation of UAVs VAMF Torres, BRA Jaimes, ES Ribeiro, MT Braga, EH Shiguemori, ... Engineering Applications of Artificial Intelligence 87, 103227, 2020 | 26 | 2020 |
| Distance‐based large margin classifier suitable for integrated circuit implementation LCB Torres, CL Castro, F Coelho, F Sill Torres, AP Braga Electronics Letters 51 (24), 1967-1969, 2015 | 24 | 2015 |
| An advanced pruning method in the architecture of extreme learning machines using l1-regularization and bootstrapping PV de Campos Souza, LC Bambirra Torres, GR Lacerda Silva, AP Braga, ... Electronics 9 (5), 811, 2020 | 19 | 2020 |
| Pulsar detection for wavelets soda and regularized fuzzy neural networks based on andneuron and robust activation function PV de Campos Souza, LCB Torres, AJ Guimarães, VS Araujo International Journal on Artificial Intelligence Tools 28 (01), 1950003, 2019 | 16 | 2019 |
| Gabriel Graph for Dataset Structure and Large Margin Classification: A Bayesian Approach LCB Torres, CL Castro, AP Braga Proceedings of the European Symposium on Neural Networks (ESANN), 237-242, 2015 | 12 | 2015 |
| Classificador por arestas de suporte (CLAS): Métodos de aprendizado baseados em grafos de Gabriel LCB Torres PhD thesis, 2016 | 11 | 2016 |
| Large margin gaussian mixture classifier with a gabriel graph geometric representation of data set structure LCB Torres, CL Castro, F Coelho, AP Braga IEEE Transactions on Neural Networks and Learning Systems 32 (3), 1400-1406, 2020 | 10 | 2020 |
| Extreme wavelet fast learning machine for evaluation of the default profile on financial transactions PV de Campos Souza, LCB Torres Computational Economics 57 (4), 1263-1285, 2021 | 9 | 2021 |
| A computational geometry approach for pareto-optimal selection of neural networks LCB Torres, CL Castro, AP Braga International Conference on Artificial Neural Networks (ICANN) 7553, 100-107, 2012 | 9 | 2012 |
| Concept drift detection with quadtree-based spatial mapping of streaming data RA Coelho, LCB Torres, CL de Castro Information Sciences 625, 578-592, 2023 | 8 | 2023 |
| A fuzzy data reduction cluster method based on boundary information for large datasets GRL Silva, PC Neto, LCB Torres, AP Braga Neural Computing and Applications 32 (24), 18059-18068, 2020 | 8 | 2020 |
| Wearables and detection of falls: a comparison of machine learning methods and sensors positioning ABA Pinto, GA de Assis, LCB Torres, T Beltrame, DMG Domingues Neural Processing Letters 54 (3), 2165-2179, 2022 | 7 | 2022 |
| A parameterless mixture model for large margin classification LCB Torres, CL Castro, AP Braga Neural Networks (IJCNN), 2015 International Joint Conference on, 1-6, 2015 | 7 | 2015 |
| Time domain graph-based anomaly detection approach applied to a real industrial problem WJ Alvarenga, FV Campos, ACAA Costa, TT Salis, E Magalhães, ... Computers in Industry 142, 103714, 2022 | 6 | 2022 |
| Neural networks regularization with graph-based local resampling AD Assis, LCB Torres, LRG Araújo, VM Hanriot, AP Braga IEEE Access 9, 50727-50737, 2021 | 6 | 2021 |
| Enhancing performance of gabriel graph-based classifiers by a hardware co-processor for embedded system applications J Arias-Garcia, A Mafra, L Gade, F Coelho, C Castro, L Torres, A Braga IEEE Transactions on Industrial Informatics 17 (2), 1186-1196, 2020 | 6 | 2020 |
Antônio de Pádua BragaUniversidade Federal de Minas Gerais, Brasil在 ufmg.br 的电子邮件经过验证
