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ORCIDFrancisco Lucas Falcao Pereira
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2020 – today
- 2022
[c5]Francisco Lucas Falcao Pereira, Raif C. B. Bucar, Felipe T. Brito, João Paulo Pordeus Gomes, Javam C. Machado:
Predicting Failures in HDDs with Deep NN and Irregularly-Sampled Data. BRACIS (2) 2022: 196-209- 2021
- [j2]Francisco D. B. S. Praciano
, Paulo Roberto Pessoa Amora, Italo C. Abreu, Francisco Lucas Falcao Pereira, Javam C. Machado:
Robust Cardinality: a novel approach for cardinality prediction in SQL queries. J. Braz. Comput. Soc. 27(1): 11 (2021) - [j1]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) - 2020
- [c4]Francisco Lucas Falcao Pereira, Iago Castro Chaves, João Paulo Pordeus Gomes, Javam C. Machado:
Using Autoencoders for Anomaly Detection in Hard Disk Drives. IJCNN 2020: 1-7
2010 – 2019
- 2018
- [c3]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 - [c2]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
- [c1]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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