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Fernando Dione S. Lima

Fernando Dione dos Santos Lima

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2020 – today

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2021
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Fernando Dione S. Lima, Francisco Lucas Falcao Pereira, Iago C. Chaves, Javam C. Machado, João Paulo Pordeus Gomes:
Predicting the Health Degree of Hard Disk Drives With Asymmetric and Ordinal Deep Neural Models. IEEE Trans. Computers 70(2): 188-198 (2021)

2010 – 2019

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2018
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Fernando Dione dos Santos Lima, Francisco Lucas Falcao Pereira, Iago Castro Chaves, João Paulo Pordeus Gomes, Javam de Castro Machado:
Evaluation of Recurrent Neural Networks for Hard Disk Drives Failure Prediction. BRACIS 2018: 85-90
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Fernando Dione S. Lima, Francisco Lucas Falcao Pereira, Lucas Goncalves de Moura Leite, João Paulo Pordeus Gomes, Javam C. Machado:
Remaining Useful Life Estimation of Hard Disk Drives based on Deep Neural Networks. IJCNN 2018: 1-7
2017
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Fernando Dione dos Santos Lima, Gabriel Maia Rocha Amaral, Lucas Goncalves de Moura Leite, João Paulo Pordeus Gomes, Javam de Castro Machado:
Predicting Failures in Hard Drives with LSTM Networks. BRACIS 2017: 222-227
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Francisco Lucas Falcao Pereira, Fernando Dione dos Santos Lima, Lucas Goncalves de Moura Leite, João Paulo Pordeus Gomes, Javam de Castro Machado:
Transfer Learning for Bayesian Networks with Application on Hard Disk Drives Failure Prediction. BRACIS 2017: 228-233

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