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Lucas H. Sousa Mello

Lucas Henrique Sousa Mello

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Journal Articles

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2024
[j5]
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  - journals/kbs/VarejaoMROL24
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Flávio Miguel Varejão, Lucas Henrique Sousa Mello, Marcos Pellegrini Ribeiro, Thiago Oliveira-Santos, Alexandre Rodrigues Loureiros:
An open source experimental framework and public dataset for vibration-based fault diagnosis of electrical submersible pumps used on offshore oil exploration. Knowl. Based Syst. 288: 111452 (2024)
2023
[j4]
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  - journals/eswa/SilvaMRVRO23
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Luciano Henrique Peixoto da Silva, Lucas Henrique Sousa Mello, Alexandre Rodrigues, Flávio Miguel Varejão, Marcos Pellegrini Ribeiro, Thiago Oliveira-Santos:
Active learning for new-fault class sample recovery in electrical submersible pump fault diagnosis. Expert Syst. Appl. 212: 118508 (2023)
2022
[j3]
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Lucas Henrique Sousa Mello, Flávio Miguel Varejão, Alexandre Loureiros Rodrigues:
An experimental framework for evaluating loss minimization in multi-label classification via stochastic process. Comput. Intell. 38(2): 641-666 (2022)
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Lucas Henrique Sousa Mello, Flávio Miguel Varejão, Alexandre Loureiros Rodrigues:
A Worst Case Analysis of Calibrated Label Ranking Multi-label Classification Method. J. Mach. Learn. Res. 23: 168:1-168:30 (2022)
2019
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Lucas Henrique Sousa Mello, Flávio Miguel Varejão, Alexandre L. Rodrigues, Thomas W. Rauber:
NP-Hardness of minimum expected coverage. Pattern Recognit. Lett. 117: 45-51 (2019)

Conference and Workshop Papers

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2022
[c7]
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  - conf/isie/BonellaRMORV22
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Vitor Berger Bonella, Marcos Pellegrini Ribeiro, Lucas Henrique Sousa Mello, Thiago Oliveira-Santos, Alexandre Loureiros Rodrigues, Flávio Miguel Varejão:
Deep Learning Intelligent Fault Diagnosis of Electrical Submersible Pump Based on Raw Time Domain Vibration Signals. ISIE 2022: 156-163
2021
[c6]
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  - conf/sibgrapi/BaptistaMOVRR21
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Gabriel Soares Baptista, Lucas Henrique Sousa Mello, Thiago Oliveira-Santos, Flávio Miguel Varejão, Marcos Pellegrini Ribeiro, Alexandre Loureiros Rodrigues:
One-Class Classifiers for Novelties Detection in Electrical Submersible Pumps. SIBGRAPI 2021: 402-408
2020
[c5]
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  - conf/ijcnn/MelloROVL20
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Lucas Henrique Sousa Mello, Marcos Pellegrini Ribeiro, Thiago Oliveira-Santos, Flávio Miguel Varejão, Alexandre Rodrigues Loureiros:
Metric Learning for Electrical Submersible Pump Fault Diagnosis. IJCNN 2020: 1-8
2016
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Thomas W. Rauber, Victor Freitas Rocha, Lucas H. Sousa Mello, Flávio Miguel Varejão:
Decision template multi-label classification based on recursive dependent binary relevance. CEC 2016: 2402-2408
2014
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  - conf/bracis/RauberMRV14
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Thomas W. Rauber, Lucas H. Sousa Mello, Victor Freitas Rocha, Flávio Miguel Varejão:
Multi-label Fault Classification Experiments in a Chemical Process. BRACIS 2014: 265-270
[c2]
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Thomas W. Rauber, Lucas H. Sousa Mello, Victor Freitas Rocha, Diego Luchi, Flávio Miguel Varejão:
Recursive Dependent Binary Relevance Model for Multi-label Classification. IBERAMIA 2014: 206-217
2012
[c1]
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  - conf/ijcnn/MelloVR12
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Lucas H. Sousa Mello, Flávio Miguel Varejão, Thomas W. Rauber:
Kernel enhanced multilayer perceptron for industrial process diagnosis. IJCNN 2012: 1-8

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