Lucas Nildaimon dos Santos Silva

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Fernando Rezende ZagattiUniversidade Federal de São CarlosVerified email at estudante.ufscar.br
Helena CaseliUniversidade Federal de São CarlosVerified email at ufscar.br
Diego Furtado SilvaAssistant Professor, University of São PauloVerified email at usp.br
Daniel LucrédioProfessor of Computer Science, Federal University of São Carlos, BrazilVerified email at dc.ufscar.br
Thiago Meirelles VenturaProfessor do Instituto de Computação, Universidade Federal de Mato GrossoVerified email at ic.ufmt.br
Allan Gonçalves de OliveiraAdjunct Professor at Computer Institute of Federal University of Mato Grosso, BrazilVerified email at ic.ufmt.br
Todor GanchevProfessor, Head of the AI Lab, Technical University of VarnaVerified email at tu-varna.bg
Fernanda Malheiros AssiUndergraduate Student at Federal University of São Carlos (UFSCar)Verified email at estudante.ufscar.br
Raul Teruel dos SantosProfessor of Computer Sciense, Universidade Federal de Mato Grosso, BrazilVerified email at ic.ufmt.br
João Gabriel Melo BarbiratoUniversidade Federal de São CarlosVerified email at estudante.ufscar.br
Carlos RamischAix Marseille UniversityVerified email at lis-lab.fr

Lucas Nildaimon dos Santos Silva

PhD candidate of Computer Science, Universidade Federal de São Carlos

Verified email at estudante.ufscar.br

Machine Learning AutoML Natural Language Processing Sentiment Analysis


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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	25	2020
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	10	2020
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	6	2021
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	5	2022
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	2	2021
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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