Publications

Identificaçao de desvios de linguagem através de redes neurais artificiais

GA Pires, FGF Coelho

Conference paper DOI 10.21528/cbic2021-35 Google Scholar

Application of meta-heuristic methods to generation expansion planning: advanced formulations and case studies

CS Guilherme, CF GF, AC Lisboa, RR Saldanha

The Artificial Intelligence Review 53 (7), 4737-4776

Journal article DOI 10.1007/s10462-020-09806-9 Google Scholar

A Review of Off-Line Mode Dataset Shifts

CC Takahashi, AP Braga

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

Journal article DOI 10.1109/mci.2020.2998231 Google Scholar

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

Journal article DOI 10.3390/electronics9050811 Google Scholar

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

Journal article DOI 10.1016/j.engappai.2019.08.021 Google Scholar

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

Journal article DOI 10.1016/j.bspc.2020.101946 Google Scholar

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

Journal article DOI 10.1016/j.bspc.2020.102073 Google Scholar

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

Journal article DOI 10.1504/wrstsd.2020.105586 Google Scholar

LASSO multi-objective learning algorithm for feature selection

F Coelho, M Costa, M Verleysen, AP Braga

Soft Computing, 1-9

Journal article DOI 10.1007/s00500-020-04734-w Google Scholar

Neural Networks Multiobjective Learning With Spherical Representation of Weights

HP Rocha, MA Costa, AP Braga

IEEE Transactions on Neural Networks and Learning Systems

Journal article DOI 10.1109/tnnls.2019.2957730 Google Scholar

Prediction of Mechanical Properties of Seamless Steel Tubes Using Artificial Neural Networks

RS Correa, PT Sampaio, RU Braga, VA Lambertucci, GM Almeida, …

International Journal of Computational Intelligence and Applications, 2050028

Journal article DOI 10.1142/s1469026820500285 Google Scholar

A Deep Supervised Learning Framework for Data-Driven Soft Sensor Modeling of Industrial Processes..............

X Yuan, Y Gu, Y Wang, C Yang, W Gui, Y Xu, Z Wu, J Chanussot, Z Wei, …

Journal article DOI 10.1109/tnnls.2019.2957366 Google Scholar

FOCUS GROUP: A PRACTICAL APPLICATION IN CLASSROOM

O Martins, A Coelho, J Costa, T Felgueira, A Braga

EDULEARN19 Proceedings, 5470-5473

Conference paper DOI 10.21125/edulearn.2019.1338 Google Scholar

Projetando rede neurais RBF através de informações estruturais dos dados e cobertura de conjuntos

M de Oliveira Queiroz, FGF Coelho, LCB Torres, A de Pádua Braga

Universidade Federal de Minas Gerais

Conference paper DOI 10.17648/sbai-2019-111620 Google Scholar

Técnica de re-amostragem de dados utilizando seleção de características baseadas em técnicas bayesianas

LAF do Nascimento Júnior, FGF Coelho, PVC Souza

Universidade Federal de Minas Gerais

Conference paper DOI 10.17648/sbai-2019-111194 Google Scholar

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, 1-10

Journal article DOI 10.1007/s00521-019-04049-4 Google Scholar

Gabriel Graph Transductive Approach to Dataset Shift

CC Takahashi, LCB Torres, AP Braga

2019 6th International Conference on Control, Decision and Information …

Conference paper DOI 10.1109/codit.2019.8820327 Google Scholar

Learning from imbalanced data sets with weighted cross-entropy function

YS Aurelio, GM de Almeida, CL de Castro, AP Braga

Neural Processing Letters 50 (2), 1937-1949

Journal article DOI 10.1007/s11063-018-09977-1 Google Scholar

Learning Regularization Parameters of Radial Basis Functions in Embedded Likelihoods Space

M Menezes, LCB Torres, AP Braga

EPIA Conference on Artificial Intelligence, 281-292

Conference paper DOI 10.1007/978-3-030-30244-3_24 Google Scholar

Regularization of Extreme Learning Machines with information of spatial relations of the projected data

LRG Araújo, LCB Torres, LJ Silvestre, C Takahashi, AP Braga

2019 6th International Conference on Control, Decision and Information …

Conference paper DOI 10.1109/codit.2019.8820610 Google Scholar