Fernando Rezende Zagatti

11 papers B 1C 3Journal 2Unranked 5
YearRankTypeTitle / Venue / Authors
2026 J jnl
An Unsupervised Learning Approach to Validate the Robustness of Octagonal MOSFETs in X-Ray Environments.
IEEE Access
Vinicius Vono Peruzzi, Daniel Marchesi De Camargo Neves, Fernando Rezende Zagatti, Gilson Yuuji Shimizu, Wellington Romeiro De Melo, Luis Eduardo Seixas Jr., Saulo Finco, Salvador Pinillos Gimenez
2025 J jnl
Investigating the Relationship Between Text Vectorization Cosine Similarity and Classification Performance.
IEEE Access
Fernando Rezende Zagatti, Gilson Yuuji Shimizu, Daniel Lucrédio, Helena de Medeiros Caseli
2025 — conf
Leveraging Large Language Models for Semantic Evaluation of RDF Triples.
IC3K (KEOD/KMIS)
André Gomes Regino, Fernando Rezende Zagatti, Rodrigo Bonacin, Víctor Jesús Sotelo Chico, Victor Hochgreb, Júlio Cesar dos Reis
2025 — conf
Suggesting Product Prices in Automotive E-Commerce: A Study Assessing Regression Models and Explicability.
IC3K (KDIR)
André Gomes Regino, Gilson Yuuji Shimizu, Fernando Rezende Zagatti, Filipe Loyola Lopes, Rodrigo Bonacin, Júlio Cesar dos Reis, Cristina Dutra de Aguiar Ciferri
2024 — conf
Brazilian Portuguese Product Reviews Moderation with AutoML.
PROPOR (1)
Lucas Nildaimon dos Santos Silva, Livy Real, Fernando Rezende Zagatti, Ana Claudia Bianchini Zandavalle, Tatiana da Silva Gama, Carolina Francisco Gadelha Rodrigues
2024 — conf
Unsupervised Statistical Keyword Extraction Pipeline: Is LLM All You Need?
BRACIS (2)
Fernando Rezende Zagatti, Daniel Lucrédio, Helena de Medeiros Caseli
2022 — conf
mwetoolkit-lib: Adaptation of the mwetoolkit as a Python Library and an Application to MWE-based Document Clustering.
MWE@LREC2022
Fernando Rezende Zagatti, Paulo Augusto de Lima Medeiros, Esther da Cunha Soares, Lucas Nildaimon dos Santos Silva, Carlos Ramisch, Livy Real
2021 B conf
Committee of NAS-based models.
IJCNN
Bruno Silva Sette, Lucas Cardoso Silva, Fernando Rezende Zagatti, Lucas Nildaimon dos Santos Silva, Daniel Lucrédio, Helena de Medeiros Caseli, Diego Furtado Silva
2021 C conf
CurL-AutoML: Curriculum Learning-based AutoML.
ICMLA
Lucas Nildaimon dos Santos Silva, Lucas Cardoso Silva, Fernando Rezende Zagatti, Bruno Silva Sette, Helena de Medeiros Caseli, Daniel Lucrédio, Diego Furtado Silva
2021 C conf
MetaPrep: Data preparation pipelines recommendation via meta-learning.
ICMLA
Fernando Rezende Zagatti, Lucas Cardoso Silva, Lucas Nildaimon dos Santos Silva, Bruno Silva Sette, Helena de Medeiros Caseli, Daniel Lucrédio, Diego Furtado Silva
2020 C conf
Benchmarking Machine Learning Solutions in Production.
ICMLA
Lucas Cardoso Silva, Fernando Rezende Zagatti, Bruno Silva Sette, Lucas Nildaimon dos Santos Silva, Daniel Lucrédio, Diego Furtado Silva, Helena de Medeiros Caseli