BaNHFaP: A Bayesian Network Based Failure Prediction Approach for Hard Disk Drives. - Iago C. Chaves; Manoel Rui P. de Paula; Lucas Goncalves de Moura Leite; Lucas P. Queiroz; João Paulo Pordeus Gomes; Javam C. Machado (BRACIS, 2016)

A Fault Detection Method for Hard Disk Drives Based on Mixture of Gaussians and Nonparametric Statistics. - Lucas P. Queiroz; Francisco Caio M. Rodrigues; João Paulo Pordeus Gomes; Felipe T. Brito; Iago C. Chaves; Manoel Rui P. de Paula; Marcos Rogério Salvador; Javam C. Machado (IEEE Trans. Ind. Informatics, 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)

Hard Disk Drive Failure Prediction Method Based On A Bayesian Network. - Iago C. Chaves; Manoel Rui P. de Paula; Lucas Goncalves de Moura Leite; João Paulo Pordeus Gomes; Javam C. Machado (IJCNN, 2018)

Fault Detection in Hard Disk Drives Based on a Semi Parametric Model and Statistical Estimators. - Lucas P. Queiroz; João Paulo Pordeus Gomes; Francisco Caio M. Rodrigues; Felipe T. Brito; Iago C. Chaves; Lucas Goncalves de Moura Leite; Javam C. Machado (New Gener. Comput., 2018)

Differentially Private Group-by Data Releasing Algorithm. - Iago C. Chaves; Javam C. Machado (SBBD, 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)

Aplicação de Top-k Reverso com Privacidade sobre os Dados Públicos de COVID-19 no Estado do Ceará. - Maria de Lourdes Maia Silva; Iago Castro Chaves; Javam de Castro Machado (SBBD, 2020)

Private Reverse Top-k Algorithms Applied on Public Data of COVID-19 in the State of Ceará. - Maria de Lourdes Maia Silva; Iago C. Chaves; Javam C. Machado (J. Inf. Data Manag., 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)

BPA: A Multilingual Sentiment Analysis Approach based on BiLSTM. - Iago C. Chaves; Antônio Diogo Forte Martins; Francisco D. B. S. Praciano; Felipe T. Brito; José Maria Monteiro; Javam C. Machado (ICEIS (1), 2022)

AUDIO-MC: A General Framework for Multi-context Audio Classification. - Lucas B. Sena; Francisco D. B. S. Praciano; Iago C. Chaves; Felipe T. Brito; Eduardo Rodrigues Duarte Neto; José Maria Monteiro; Javam C. Machado (ICEIS (1), 2022)

Detecting Customer Induced Damages in Motherboards with Deep Neural Networks. - Danilo Alves; Victor A. E. de Farias; Iago C. Chaves; Richard Chao; João Paulo Madeiro; João Paulo Pordeus Gomes; Javam C. Machado (IJCNN, 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)

LAGOON: Achieving bounded individual fairness through classification frequency equalization. - Maria Silva; Iago C. Chaves; Javam C. Machado (J. Braz. Comput. Soc., 2024)

Differentially Private Selection Using Smooth Sensitivity. - Iago C. Chaves; Victor A. E. de Farias; Amanda Perez; Diego Mesquita; Javam C. Machado (SP, 2025)

Classification of User Reports for Detection of Faulty Computer Components using NLP Models: A Case Study. - Maria de Lourdes Maia Silva; André L. C. Mendonça; Eduardo Rodrigues Duarte Neto; Iago C. Chaves; Felipe T. Brito; Victor A. E. de Farias; Javam C. Machado (CoRR, 2025)

Evaluating LLMs and Prompting Strategies for Automated Hardware Diagnosis from Textual User-Reports. - Carlos Caminha; Maria de Lourdes Maia Silva; Iago C. Chaves; Felipe T. Brito; Victor A. E. de Farias; Javam C. Machado (CoRR, 2025)