Francisco Lucas Falcao Pereira

11 papers B 3C 1Journal 2Unranked 5
YearRankTypeTitle / Venue / Authors
2025 C conf
Improving Long-Term HDD RUL Prediction Using a Novel Feature Engineering Approach.
ICMLA
Francisco Lucas Falcao Pereira, Victor A. E. de Farias, Felipe T. Brito, João Paulo Pordeus Gomes, Javam C. Machado
2024 — conf
Privacidade Diferencial em Gradient Boosting Decision Trees com Técnicas de Particionamento para Dados Categóricos.
SBBD
Antonio Gabriel M. Alves, Francisco Lucas Falcao Pereira, Iago C. Chaves, Javam C. Machado
2022 — conf
Predicting Failures in HDDs with Deep NN and Irregularly-Sampled Data.
BRACIS (2)
Francisco Lucas Falcao Pereira, Raif C. B. Bucar, Felipe T. Brito, João Paulo Pordeus Gomes, Javam C. Machado
2022 B conf
Predicting Test Execution Times with Asymmetric Random Forests.
ESANN
Francisco Lucas Falcao Pereira, Helio Silva, João Gomes, Javam C. Machado
2021 J jnl
Predicting the Health Degree of Hard Disk Drives With Asymmetric and Ordinal Deep Neural Models.
IEEE Trans. Computers
Fernando Dione S. Lima, Francisco Lucas Falcao Pereira, Iago C. Chaves, Javam C. Machado, João Paulo Pordeus Gomes
2021 J jnl
Robust Cardinality: a novel approach for cardinality prediction in SQL queries.
J. Braz. Comput. Soc.
Francisco D. B. S. Praciano, Paulo Roberto Pessoa Amora, Italo C. Abreu, Francisco Lucas Falcao Pereira, Javam C. Machado
2020 B conf
Using Autoencoders for Anomaly Detection in Hard Disk Drives.
IJCNN
Francisco Lucas Falcao Pereira, Iago Castro Chaves, João Paulo Pordeus Gomes, Javam C. Machado
2019 — conf
Evaluating One-Class Classifiers for Fault Detection in Hard Disk Drives.
BRACIS
Francisco Lucas Falcao Pereira, Daniel Teixeira, João Paulo Pordeus Gomes, Javam C. Machado
2018 — conf
Evaluation of Recurrent Neural Networks for Hard Disk Drives Failure Prediction.
BRACIS
Fernando Dione dos Santos Lima, Francisco Lucas Falcao Pereira, Iago Castro Chaves, João Paulo Pordeus Gomes, Javam de Castro Machado
2018 B conf
Remaining Useful Life Estimation of Hard Disk Drives based on Deep Neural Networks.
IJCNN
Fernando Dione S. Lima, Francisco Lucas Falcao Pereira, Lucas Goncalves de Moura Leite, João Paulo Pordeus Gomes, Javam C. Machado
2017 — conf
Transfer Learning for Bayesian Networks with Application on Hard Disk Drives Failure Prediction.
BRACIS
Francisco Lucas Falcao Pereira, Fernando Dione dos Santos Lima, Lucas Goncalves de Moura Leite, João Paulo Pordeus Gomes, Javam de Castro Machado