Predicting Failures in Hard Drives with LSTM Networks. - Fernando Dione dos Santos Lima; Gabriel Maia Rocha Amaral; Lucas Goncalves de Moura Leite; João Paulo Pordeus Gomes; Javam de Castro Machado (BRACIS, 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 (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)

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)