Iago C. Chaves

17 papers A* 1B 2Journal 8Unranked 6
YearRankTypeTitle / Venue / Authors
2025 J jnl
Classification of User Reports for Detection of Faulty Computer Components using NLP Models: A Case Study.
CoRR
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
2025 — conf
DiagHW: A Compact LLM for Hardware Failure Diagnosis via a Novel Knowledge Distillation Pipeline.
BRACIS (1)
Carlos Caminha, Maria de Lourdes Maia Silva, Iago C. Chaves, Felipe T. Brito, Victor A. E. de Farias, Javam C. Machado
2025 A* conf
Differentially Private Selection Using Smooth Sensitivity.
SP
Iago C. Chaves, Victor A. E. de Farias, Amanda Perez, Diego Mesquita, Javam C. Machado
2025 J jnl
Differentially Private Selection using Smooth Sensitivity.
CoRR
Iago C. Chaves, Victor A. E. de Farias, Amanda Perez, Diego Mesquita, Javam C. Machado
2025 J jnl
Evaluating LLMs and Prompting Strategies for Automated Hardware Diagnosis from Textual User-Reports.
CoRR
Carlos Caminha, Maria de Lourdes Maia Silva, Iago C. Chaves, Felipe T. Brito, Victor A. E. de Farias, Javam C. Machado
2024 J jnl
LAGOON: Achieving bounded individual fairness through classification frequency equalization.
J. Braz. Comput. Soc.
Maria Silva, Iago C. Chaves, 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
AUDIO-MC: A General Framework for Multi-context Audio Classification.
ICEIS (1)
Lucas B. Sena, Francisco D. B. S. Praciano, Iago C. Chaves, Felipe T. Brito, Eduardo Rodrigues Duarte Neto, José Maria Monteiro, Javam C. Machado
2022 — conf
BPA: A Multilingual Sentiment Analysis Approach based on BiLSTM.
ICEIS (1)
Iago C. Chaves, Antônio Diogo Forte Martins, Francisco D. B. S. Praciano, Felipe T. Brito, José Maria Monteiro, Javam C. Machado
2022 B conf
Detecting Customer Induced Damages in Motherboards with Deep Neural Networks.
IJCNN
Danilo Alves, Victor A. E. de Farias, Iago C. Chaves, Richard Chao, João Paulo Madeiro, João Paulo Pordeus 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
Private Reverse Top-k Algorithms Applied on Public Data of COVID-19 in the State of Ceará.
J. Inf. Data Manag.
Maria de Lourdes Maia Silva, Iago C. Chaves, Javam C. Machado
2019 — conf
Differentially Private Group-by Data Releasing Algorithm.
SBBD
Iago C. Chaves, Javam C. Machado
2018 J jnl
Fault Detection in Hard Disk Drives Based on a Semi Parametric Model and Statistical Estimators.
New Gener. Comput.
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
2018 B conf
Hard Disk Drive Failure Prediction Method Based On A Bayesian Network.
IJCNN
Iago C. Chaves, Manoel Rui P. de Paula, Lucas Goncalves de Moura Leite, João Paulo Pordeus Gomes, Javam C. Machado
2017 J jnl
A Fault Detection Method for Hard Disk Drives Based on Mixture of Gaussians and Nonparametric Statistics.
IEEE Trans. Ind. Informatics
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
2016 — conf
BaNHFaP: A Bayesian Network Based Failure Prediction Approach for Hard Disk Drives.
BRACIS
Iago C. Chaves, Manoel Rui P. de Paula, Lucas Goncalves de Moura Leite, Lucas P. Queiroz, João Paulo Pordeus Gomes, Javam C. Machado