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Lucas Nildaimon dos Santos Silva
Lucas Nildaimon dos Santos Silva
PhD candidate of Computer Science, Universidade Federal de São Carlos
E-mail confirmado em estudante.ufscar.br
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Benchmarking machine learning solutions in production
LC Silva, FR Zagatti, BS Sette, LN dos Santos Silva, D Lucrédio, DF Silva, ...
2020 19th IEEE International Conference on Machine Learning and Applications …, 2020
302020
Speeding up training of automated bird recognizers by data reduction of audio features
AG de Oliveira, TM Ventura, TD Ganchev, LNS Silva, MI Marques, ...
PeerJ 8, e8407, 2020
112020
MetaPrep: Data preparation pipelines recommendation via meta-learning
FR Zagatti, LC Silva, LNDS Silva, BS Sette, H de Medeiros Caseli, ...
2021 20th IEEE International Conference on Machine Learning and Applications …, 2021
72021
UFSCar's Team at ABSAPT 2022: Using Syntax, Semantics and Context for Solving the Tasks.
FM Assi, GB Candido, LN dos Santos Silva, DF Silva, ...
IberLEF@ SEPLN, 2022
52022
CurL-AutoML: Curriculum Learning-based AutoML
LNDS Silva, LC Silva, FR Zagatti, BS Sette, HDM Caseli, D Lucrédio, ...
2021 20th IEEE International Conference on Machine Learning and Applications …, 2021
22021
Brazilian Portuguese Product Reviews Moderation with AutoML
LN dos Santos Silva, L Real, FR Zagatti, ACB Zandavalle, ...
Proceedings of the 16th International Conference on Computational Processing …, 2024
2024
RePro: A Benchmark Dataset for Opinion Mining in Brazilian Portuguese
LN dos Santos Silva, AC Bianchini Zandavalle, ...
Proceedings of the 16th International Conference on Computational Processing …, 2024
2024
Automated Content Moderation in a Brazilian Marketplace
AC Zandavalle, V do Nascimento, C Gadelha, T Gama, F Zagatti, ...
Simpósio Brasileiro de Sistemas Multimídia e Web (WebMedia), 141-144, 2022
2022
mwetoolkit-lib: Adaptation of the mwetoolkit as a Python Library and an Application to MWE-based Document Clustering
FR Zagatti, PA de Lima Medeiros, E da Cunha, LN dos Santos Silva, ...
18th Workshop on Multiword Expressions (MWE 2022) @LREC2022, 2022
2022
Committee of NAS-based models
BS Sette, LC Silva, FR Zagatt, LNS Silva, D Lucrédio, HM Caseli, DF Silva
2021 International Joint Conference on Neural Networks (IJCNN), 1-8, 2021
2021
Curriculum learning applied to the combined algorithm selection and hyperparameter optimization problem
LNS Silva
Universidade Federal de São Carlos, 2021
2021
Proposta de um framework para mineração de dados meteorológicos
NAR Miotto, PHB Gomes, LNS Silva, AG de Oliveira, TM Ventura
Anais da Escola Regional de Informática da Sociedade Brasileira de …, 2016
2016
Proposta de Modelo de Processo para Seleção de Atributos para Definição de Zonas de Manejo
LN dos Santos Silva, RT dos Santos
Anais da Escola Regional de Informática da Sociedade Brasileira de …, 2016
2016
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Artigos 1–13