Dimmy Magalhães

According to our database, Dimmy Magalhães authored at least 6 papers between 2020 and 2025.

Collaborative distances:

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

2025

Evaluation of Attention Mechanisms in U-Net Architectures for Semantic Segmentation of Brazilian Rock Art Petroglyphs.

Leonardi Melo, Luís Gustavo, Dimmy Magalhães, Lucciani Vieira, Mauro Araújo

CoRR, November, 2025

2023

Creating deep neural networks for text classification tasks using grammar genetic programming.

Dimmy Magalhães, Ricardo Henrique Remes de Lima, Aurora T. R. Pozo

Appl. Soft Comput., March, 2023

2022

Representação de textos e arquitetura de redes neurais profundas mistas usando uma abordagem de evolução gramatical

Dimmy Magalhães

PhD thesis, 2022

A grammar-based GP approach applied to the design of deep neural networks.

Ricardo Henrique Remes de Lima, Dimmy Magalhães, Aurora T. R. Pozo, Alexander Mendiburu, Roberto Santana

Genet. Program. Evolvable Mach., 2022

2021

COVID-19 Portal: Machine Learning Techniques Applied to the Analysis of Judicial Processes Related to the Pandemic.

Ana Sodré, Dimmy Magalhães, Luis Floriano, Aurora T. R. Pozo, Carmem S. Hara, Sidnei Machado

Proceedings of the New Trends in Database and Information Systems, 2021

2020

Classification of Relationship in Argumentation Using Graph Convolutional Network.

Dimmy Magalhães, Aurora T. R. Pozo

Proceedings of the ADBIS, TPDL and EDA 2020 Common Workshops and Doctoral Consortium, 2020