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 (BRACIS, 2017)

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 (BRACIS, 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 (IJCNN, 2018)

Evaluating One-Class Classifiers for Fault Detection in Hard Disk Drives. - Francisco Lucas Falcao Pereira; Daniel Teixeira; João Paulo Pordeus Gomes; Javam C. Machado (BRACIS, 2019)

Using Autoencoders for Anomaly Detection in Hard Disk Drives. - Francisco Lucas Falcao Pereira; Iago Castro Chaves; João Paulo Pordeus Gomes; Javam C. Machado (IJCNN, 2020)

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)

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)

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 (BRACIS (2), 2022)

Predicting Test Execution Times with Asymmetric Random Forests. - Francisco Lucas Falcao Pereira; Helio Silva; João Gomes 002; Javam C. Machado (ESANN, 2022)

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 (SBBD, 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 (SBBD, 2024)