Aprendizado Ativo via Algoritmo de Evolução Diferencial

MV de Freitas Diadelmo, MV de Paula, TM Rezende, A de Pádua Braga, ...

Anais da Sociedade Brasileira de Automática 2 (1)

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

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

A Review of Off-Line Mode Dataset Shifts

CC Takahashi, AP Braga

IEEE Computational Intelligence Magazine 15 (3), 16-27

Evaluating five different adaptive decomposition methods for EEG signal seizure detection and classification

VR Carvalho, MFD Moraes, AP Braga, EMAM Mendes

Biomedical Signal Processing and Control 62, 102073

LASSO multi-objective learning algorithm for feature selection

F Coelho, M Costa, M Verleysen, AP Braga

Soft Computing, 1-9

Forecasting power load curves from spatial and temporal mobile data

F Coelho, M Menezes, L Ribeiro, A Barbosa, V Silva, AP Braga, ...

World Review of Science, Technology and Sustainable Development 16 (1), 4-21

Neural Networks Multiobjective Learning With Spherical Representation of Weights

HP Rocha, MA Costa, AP Braga

IEEE Transactions on Neural Networks and Learning Systems

Package ‘GGClassification’

T Coutinho, F Campos, G Silva, L Torres, A Braga, MF Campos

Embedded real-time feature extraction for electrode inversion detection in telemedicine electrocardiograms

V Torres, DAC Silva, LCB Torres, MT Braga, MBR Cardoso, VT Lino, ...

Biomedical Signal Processing and Control 60, 101946

Enhancing Performance of Gabriel Graph-based Classifiers by a Hardware Co-processor for Embedded System Applications

JA Garcia, A Mafra, L Gade, F Coelho, C Castro, L Torres, A Braga

IEEE Transactions on Industrial Informatics

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