Francisco L. F. Pereira

According to our database, Francisco L. F. Pereira authored at least 11 papers between 2017 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Health Levels Modeling for SSD Failure Prediction.

Gustavo W. M. Valença, Francisco L. F. Pereira, Felipe T. Brito, Victor A. E. de Farias, Javam C. Machado

Proceedings of the 39th Brazilian Symposium on Databases, 2024

Privacidade Diferencial em Gradient Boosting Decision Trees com Técnicas de Particionamento para Dados Categóricos.

Antonio Gabriel M. Alves, Francisco Lucas Falcao Pereira, Iago C. Chaves, Javam C. Machado

Proceedings of the 39th Brazilian Symposium on Databases, 2024

2022

Predicting Test Execution Times with Asymmetric Random Forests.

Francisco Lucas Falcao Pereira, Helio Silva, João Gomes, Javam C. Machado

Proceedings of the 30th European Symposium on Artificial Neural Networks, 2022

Predicting Failures in HDDs with Deep NN and Irregularly-Sampled Data.

Francisco Lucas Falcao Pereira, Raif C. B. Bucar, Felipe T. Brito, João Paulo Pordeus Gomes, Javam C. Machado

Proceedings of the Intelligent Systems - 11th Brazilian Conference, 2022

2021

Predicting the Health Degree of Hard Disk Drives With Asymmetric and Ordinal Deep Neural Models.

Fernando Dione S. Lima, Francisco Lucas Falcao Pereira, Iago C. Chaves, Javam C. Machado, João Paulo Pordeus Gomes

IEEE Trans. Computers, 2021

Robust Cardinality: a novel approach for cardinality prediction in SQL queries.

Francisco D. B. S. Praciano, Paulo Roberto Pessoa Amora, Italo C. Abreu, Francisco Lucas Falcao Pereira, Javam C. Machado

J. Braz. Comput. Soc., 2021

2020

Using Autoencoders for Anomaly Detection in Hard Disk Drives.

Francisco Lucas Falcao Pereira, Iago Castro Chaves, João Paulo Pordeus Gomes, Javam C. Machado

Proceedings of the 2020 International Joint Conference on Neural Networks, 2020

2019

Evaluating One-Class Classifiers for Fault Detection in Hard Disk Drives.

Francisco Lucas Falcao Pereira, Daniel Teixeira, João Paulo Pordeus Gomes, Javam C. Machado

Proceedings of the 8th Brazilian Conference on Intelligent Systems, 2019

2018

Remaining Useful Life Estimation of Hard Disk Drives based on Deep Neural Networks.

Fernando Dione S. Lima, Francisco Lucas Falcao Pereira, Lucas Goncalves de Moura Leite, João Paulo Pordeus Gomes, Javam C. Machado

Proceedings of the 2018 International Joint Conference on Neural Networks, 2018

Evaluation of Recurrent Neural Networks for Hard Disk Drives Failure Prediction.

Fernando Dione dos Santos Lima, Francisco Lucas Falcao Pereira, Iago Castro Chaves, João Paulo Pordeus Gomes, Javam de Castro Machado

Proceedings of the 7th Brazilian Conference on Intelligent Systems, 2018

2017

Transfer Learning for Bayesian Networks with Application on Hard Disk Drives Failure Prediction.

Francisco Lucas Falcao Pereira, Fernando Dione dos Santos Lima, Lucas Goncalves de Moura Leite, João Paulo Pordeus Gomes, Javam de Castro Machado

Proceedings of the 2017 Brazilian Conference on Intelligent Systems, 2017