Fernando Rezende Zagatti

According to our database, Fernando Rezende Zagatti authored at least 12 papers between 2020 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

An Unsupervised Learning Approach to Validate the Robustness of Octagonal MOSFETs in X-Ray Environments.

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

IEEE Access, 2026

Software for Automatic Speech Recognition via Whisper models applied to Oral History interviews in the Portuguese language.

Edgleide de Oliveira Clemente da Silva, Fernando Rezende Zagatti, Filipe Loyola Lopes, Anderson Dias Duarte, Rodrigo Bonacin, Angela Maria Alves

Proceedings of the 17th International Conference on Computational Processing of Portuguese, 2026

2025

Investigating the Relationship Between Text Vectorization Cosine Similarity and Classification Performance.

Fernando Rezende Zagatti, Gilson Yuuji Shimizu, Daniel Lucrédio, Helena de Medeiros Caseli

IEEE Access, 2025

Leveraging Large Language Models for Semantic Evaluation of RDF Triples.

André Gomes Regino, Fernando Rezende Zagatti, Rodrigo Bonacin, Víctor Jesús Sotelo Chico, Victor Hochgreb, Júlio Cesar dos Reis

Proceedings of the 17th International Joint Conference on Knowledge Discovery, 2025

Suggesting Product Prices in Automotive E-Commerce: A Study Assessing Regression Models and Explicability.

André Gomes Regino, Gilson Yuuji Shimizu, Fernando Rezende Zagatti, Filipe Loyola Lopes, Rodrigo Bonacin, Júlio Cesar dos Reis, Cristina Dutra de Aguiar Ciferri

Proceedings of the 17th International Joint Conference on Knowledge Discovery, 2025

2024

Brazilian Portuguese Product Reviews Moderation with AutoML.

Lucas Nildaimon dos Santos Silva, Livy Real, Fernando Rezende Zagatti, Ana Claudia Bianchini Zandavalle, Tatiana da Silva Gama, Carolina Francisco Gadelha Rodrigues

Proceedings of the 16th International Conference on Computational Processing of Portuguese, 2024

Unsupervised Statistical Keyword Extraction Pipeline: Is LLM All You Need?

Fernando Rezende Zagatti, Daniel Lucrédio, Helena de Medeiros Caseli

Proceedings of the Intelligent Systems - 34th Brazilian Conference, 2024

2022

mwetoolkit-lib: Adaptation of the mwetoolkit as a Python Library and an Application to MWE-based Document Clustering.

Fernando Rezende Zagatti, Paulo Augusto de Lima Medeiros, Esther da Cunha Soares, Lucas Nildaimon dos Santos Silva, Carlos Ramisch, Livy Real

Proceedings of the 18th Workshop on Multiword Expressions, 2022

2021

Committee of NAS-based models.

Bruno Silva Sette, Lucas Cardoso Silva, Fernando Rezende Zagatti, Lucas Nildaimon dos Santos Silva, Daniel Lucrédio, Helena de Medeiros Caseli, Diego Furtado Silva

Proceedings of the International Joint Conference on Neural Networks, 2021

MetaPrep: Data preparation pipelines recommendation via meta-learning.

Fernando Rezende Zagatti, Lucas Cardoso Silva, Lucas Nildaimon dos Santos Silva, Bruno Silva Sette, Helena de Medeiros Caseli, Daniel Lucrédio, Diego Furtado Silva

Proceedings of the 20th IEEE International Conference on Machine Learning and Applications, 2021

CurL-AutoML: Curriculum Learning-based AutoML.

Lucas Nildaimon dos Santos Silva, Lucas Cardoso Silva, Fernando Rezende Zagatti, Bruno Silva Sette, Helena de Medeiros Caseli, Daniel Lucrédio, Diego Furtado Silva

Proceedings of the 20th IEEE International Conference on Machine Learning and Applications, 2021

2020

Benchmarking Machine Learning Solutions in Production.

Lucas Cardoso Silva, Fernando Rezende Zagatti, Bruno Silva Sette, Lucas Nildaimon dos Santos Silva, Daniel Lucrédio, Diego Furtado Silva, Helena de Medeiros Caseli

Proceedings of the 19th IEEE International Conference on Machine Learning and Applications, 2020