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Ricardo Silva Carvalho
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Year
Early prediction of college attrition using data mining
LCB Martins, RN Carvalho, RS Carvalho, MC Victorino, M Holanda
2017 16th IEEE International Conference on Machine Learning and Applications …, 2017
402017
Identifying IT purchases anomalies in the Brazilian government procurement system using deep learning
SL Domingos, RN Carvalho, RS Carvalho, GN Ramos
2016 15th IEEE International Conference on Machine Learning and Applications …, 2016
252016
Predicting waiting time overflow on bank teller queues
R Mourõo, R Carvalho, R Carvalho, GN Ramos
2017 16th IEEE International Conference on Machine Learning and Applications …, 2017
112017
Predicting recovery of credit operations on a Brazilian bank
RG Lopes, RN Carvalho, M Ladeira, RS Carvalho
2016 15th IEEE International Conference on Machine Learning and Applications …, 2016
102016
Using political party affiliation data to measure civil servants' risk of corruption
R Carvalho, R Carvalho, M Ladeira, FM Monteiro, GL de Oliveira Mendes
2014 Brazilian Conference on Intelligent Systems, 166-171, 2014
102014
Bayesian Models to Assess Risk of Corruption of Federal Management Units.
RS Carvalho, RN Carvalho
BMA@ UAI, 28-35, 2016
92016
Identifying anomalies in parliamentary expenditures of brazilian chamber of deputies with deep autoencoders
TA Gomes, RN Carvalho, RS Carvalho
2017 16th IEEE International Conference on Machine Learning and Applications …, 2017
62017
Application of text mining techniques for classification of documents: a study of automation of complaints screening in a Brazilian federal agency
P Maia, R Carvalho, M Ladeira, H Rocha, G Mendes
Solid-State Electronics 38, 1461-1463, 2014
62014
Modelos preditivos para avaliação de risco de corrupção de servidores públicos federais
RS Carvalho
52015
Easy Rubric: um editor de rubricas no padrão IMS Rubric
RS Carvalho, CT Fernandes
Anais dos Workshops do Congresso Brasileiro de Informática na Educação 1 (1), 2012
42012
Two-phase parallel learning to identify similar structures among relational databases
DG Reis, RN Carvalho, RS Carvalho, M Ladeira
2017 16th IEEE International Conference on Machine Learning and Applications …, 2017
32017
Análise multivariada de dados aplicada na previsão irregularidades em contratos do governo brasileiro
LJ Sales, RS Carvalho
XIX Congreso Internacional del CLAD sobre la Reforma del Estado y de la …, 2014
32014
Tem: High utility metric differential privacy on text
RS Carvalho, T Vasiloudis, O Feyisetan
arXiv preprint arXiv:2107.07928, 2021
22021
Differentially Private Top-k Selection via Stability on Unknown Domain
RS Carvalho, K Wang, L Gondara, C Miao
36th Conference on Uncertainty in Artificial Intelligence (UAI 2020), 2020
22020
A text classification model to identify performance bonds requirement in public bidding notices
UC Cunha, RS Carvalho, A Zaghetto
Future of Information and Communication Conference, 678-691, 2020
12020
The differentially private lottery ticket mechanism
L Gondara, K Wang, RS Carvalho
arXiv preprint arXiv:2002.11613, 2020
12020
Brazilian Republic Presidency Mobile Telephony Consumption Cost Reduction with Outliers Detection
R Hagstrom, R Carvalho, R Carvalho, H Faria, T Melo, W Luz, P Solis
2018 IEEE 3rd International Conference on Image, Vision and Computing (ICIVC …, 2018
12018
Incorporating Item Frequency for Differentially Private Set Union
RS Carvalho, K Wang, LS Gondara
Proceedings of the AAAI Conference on Artificial Intelligence 36 (9), 9504-9511, 2022
2022
Differentially Private Ensemble Classifiers for Data Streams
L Gondara, K Wang, R Silva Carvalho
Proceedings of the Fifteenth ACM International Conference on Web Search and …, 2022
2022
Training Differentially Private Neural Networks with Lottery Tickets
L Gondara, RS Carvalho, K Wang
European Symposium on Research in Computer Security, 543-562, 2021
2021
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Articles 1–20