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Luiz Carlos Bambirra Torres
Luiz Carlos Bambirra Torres
Universidade Federal de Ouro Preto
Verified email at ufop.edu.br
Title
Cited by
Cited by
Year
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
382018
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
342019
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
332019
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
312018
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
302020
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
272015
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
222020
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
172019
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
152020
Concept drift detection with quadtree-based spatial mapping of streaming data
RA Coelho, LCB Torres, CL de Castro
Information Sciences 625, 578-592, 2023
132023
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
132015
Classificador por arestas de suporte (CLAS): Métodos de aprendizado baseados em grafos de Gabriel
LCB Torres
PhD thesis, 2016
112016
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
102022
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
92021
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
92012
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
82020
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
82020
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
72022
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
72015
A Geometrical Approach for Parameter Selection of Radial Basis Functions Networks
LCB Torres, AP Lemos, CL Castro, AP Braga
International Conference on Artificial Neural Networks (ICANN), 531-538, 2014
72014
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