Publications (page 2)

395 publications

Showing 21–40

2023
Year 2023

Graph-based Clustering Index for Topology and Classification Analysis

JG Fernandes, F Coelho, AP Braga

Simpósio Brasileiro de Automação Inteligente-SBAI 1 (2)

Conference paper DOI 10.20906/sbai-sbse-2023/4035 Google Scholar
2022
Year 2022

RBF neural networks design with graph based structural information from dominating sets

M Queiroz, F Coelho, LCB Torres, FV Campos, G Lara, W Alvarenga, …

Neural Processing Letters 55 (4), 4719-4733

Journal article DOI 10.1007/s11063-022-11062-7 Google Scholar
Year 2022

Análise de Explicabilidade de um Modelo de Aprendizado de Máquina para Aplicações Industriais

RG Durães, TT Salis, FGF Coelho, A de Pádua Braga

Congresso Brasileiro de Automática-CBA 3 (1)

Conference paper DOI 10.20906/cba2022/3281 Google Scholar
Year 2022

Cost-sensitive learning based on performance metric for imbalanced data

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

Neural Processing Letters 54 (4), 3097-3114

Journal article DOI 10.1007/s11063-022-10756-2 Google Scholar
Year 2022

Data Augmentation Strategies for Music Composition using Generative Adversarial Networks

M Bitarães, F Guimarães, F Coelho

Congresso Brasileiro de Automática-CBA 3 (1)

Conference paper DOI 10.20906/cba2022/3270 Google Scholar
Year 2022

Deep architecture for silica forecasting of a real industrial froth flotation process

ACAA Costa, FV Campos, LRG Araujo, LCB Torres, AP Braga

Engineering Applications of Artificial Intelligence 115, 105196

Journal article DOI 10.1016/j.engappai.2022.105196 Google Scholar
Year 2022

Explainability Analysis of a Machine Learning Model for Industrial Applications

RG Durãaes, TT Salis, FGF Coelho, A de Pádua Braga

2022 International Conference on Electrical, Computer and Energy …

Conference paper DOI 10.1109/icecet55527.2022.9872890 Google Scholar
Year 2022

Fuzzy control for automatic operation of bank capacitors installed in a substation

PHA Rocha, F Coelho

Electrical Engineering 104 (6), 4357-4366

Journal article DOI 10.1007/s00202-022-01624-2 Google Scholar
Year 2022

Multi-objective neural network model selection with a graph-based large margin approach

LCB Torres, CL Castro, HP Rocha, GM Almeida, AP Braga

Information Sciences 599, 192-207

Journal article DOI 10.1016/j.ins.2022.03.019 Google Scholar
Year 2022

One class density estimation approach for fault detection and rootcause analysis in computer networks

GV Maia, TM Coutinho, EB Gonçalves, GRL Silva, EMAM Mendes, …

Journal of Network and Systems Management 30 (4), 69

Journal article DOI 10.1007/s10922-022-09671-7 Google Scholar
Year 2022

Time domain graph-based anomaly detection approach applied to a real industrial problem

WJ Alvarenga, FV Campos, ACAA Costa, TT Salis, E Magalhaes, …

Computers in Industry 142, 103714

Journal article DOI 10.1016/j.compind.2022.103714 Google Scholar
2021
Year 2021

Fault localization method for power distribution systems based on gated graph neural networks

JT de Freitas, FGF Coelho

Electrical Engineering 103 (5), 2259-2266

Journal article DOI 10.1007/s00202-021-01223-7 Google Scholar
Year 2021

Guest editorial: Special issue on deep representation and transfer learning for smart and connected health

V Palade, S Wermter, A Ruiz-Garcia, ADP Braga, CC Took

IEEE Transactions on Neural Networks and Learning Systems 32 (2), 464-465

Journal article DOI 10.1109/tnnls.2021.3049931 Google Scholar
Year 2021

Industrial case study of causal modeling of continuous casting and lamination of steel tubes

DAC Silva, TT Salis, AP Braga

2021 IEEE Latin American Conference on Computational Intelligence (LA-CCI), 1-6

Conference paper DOI 10.1109/la-cci48322.2021.9769827 Google Scholar
Year 2021

Learning-based identification of malicious circuits for trustworthy IoT systems

F Coelho, E Alves, J Arias-Garcia, FS Torres

2021 5th International Symposium on Instrumentation Systems, Circuits and …

Conference paper DOI 10.1109/inscit49950.2021.9557259 Google Scholar
Year 2021

Neural networks regularization with graph-based local resampling

AD Assis, LCB Torres, LRG Araújo, VM Hanriot, AP Braga

IEEE Access 9, 50727-50737

Journal article DOI 10.1109/access.2021.3068127 Google Scholar
Year 2021

Online learning of neural networks using random projections and sliding window: A case study of a real industrial process

WJ Alvarenga, FV Campos, VM Hanriot, EB Goncalves, ACAA Costa, …

Engineering Applications of Artificial Intelligence 100, 104181

Journal article DOI 10.1016/j.engappai.2021.104181 Google Scholar
Year 2021

Prediction of mechanical properties of steel tubes using a machine learning approach

MV Carneiro, TT Salis, GM Almeida, AP Braga

Journal of Materials Engineering and Performance 30 (1), 434-443

Journal article DOI 10.1007/s11665-020-05345-0 Google Scholar
Year 2021

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

Journal article DOI 10.1109/tii.2020.2987329 Google Scholar
Year 2021

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

Journal article DOI 10.1109/tnnls.2020.2980559 Google Scholar