Metric learning for electrical submersible pump fault diagnosis LHS Mello, MP Ribeiro, TO Santos, FM Varejão, AL Rodrigues 2020 International Joint Conference on Neural Networks (IJCNN), 1-8, 2020 | 8 | 2020 |
Active learning for new-fault class sample recovery in electrical submersible pump fault diagnosis LHP da Silva, LHS Mello, A Rodrigues, FM Varejão, MP Ribeiro, ... Expert Systems with Applications 212, 118508, 2023 | 6 | 2023 |
Ensemble of metric learners for improving electrical submersible pump fault diagnosis LHS Mello, T Oliveira-Santos, FM Varejão, MP Ribeiro, AL Rodrigues Journal of Petroleum Science and Engineering 218, 110875, 2022 | 5 | 2022 |
Recursive dependent binary relevance model for multi-label classification TW Rauber, LH Mello, VF Rocha, D Luchi, FM Varejão Advances in Artificial Intelligence--IBERAMIA 2014: 14th Ibero-American …, 2014 | 5 | 2014 |
Multi-label fault classification experiments in a chemical process TW Rauber, LHS Mello, VF Rocha, FM Varejão 2014 Brazilian Conference on Intelligent Systems, 265-270, 2014 | 4 | 2014 |
NP-Hardness of minimum expected coverage LHS Mello, FM Varejão, AL Rodrigues, TW Rauber Pattern Recognition Letters 117, 45-51, 2019 | 3 | 2019 |
One-Class Classifiers for Novelties Detection in Electrical Submersible Pumps GS Baptista, LHS Mello, T Oliveira-Santos, FM Varejão, MP Ribeiro, ... 2021 34th SIBGRAPI Conference on Graphics, Patterns and Images (SIBGRAPI …, 2021 | 2 | 2021 |
Deep Learning Intelligent Fault Diagnosis of Electrical Submersible Pump Based on Raw Time Domain Vibration Signals VB Bonella, MP Ribeiro, LHS Mello, T Oliveira-Santos, AL Rodrigues, ... 2022 IEEE 31st International Symposium on Industrial Electronics (ISIE), 156-163, 2022 | 1 | 2022 |
Decision template multi-label classification based on recursive dependent binary relevance TW Rauber, VF Rocha, LHS Mello, FM Varejão 2016 IEEE Congress on Evolutionary Computation (CEC), 2402-2408, 2016 | 1 | 2016 |
An open source experimental framework and public dataset for vibration-based fault diagnosis of electrical submersible pumps used on offshore oil exploration FM Varejão, LHS Mello, MP Ribeiro, T Oliveira-Santos, AL Rodrigues Knowledge-Based Systems 288, 111452, 2024 | | 2024 |
An experimental framework for evaluating loss minimization in multi‐label classification via stochastic process L Henrique Sousa Mello, FM Varejão, AL Rodrigues Computational Intelligence 38 (2), 641-666, 2022 | | 2022 |
A worst case analysis of calibrated label ranking multi-label classification method LHS Mello, FM Varejão, AL Rodrigues Journal of Machine Learning Research 23 (168), 1-30, 2022 | | 2022 |
Kernel enhanced multilayer perceptron for industrial process diagnosis LHS Mello, FM Varejão, TW Rauber The 2012 International Joint Conference on Neural Networks (IJCNN), 1-8, 2012 | | 2012 |
Analysis of the impacts of label dependence in multi-label learning LHS Mello | | |