Vol. 33 No. 3 (2026)

Editor-in-Chief: Prof. Dr. Márcio Dorn - Federal University of Rio Grande do Sul - Brazil

Associate Editors:
Prof. Dr. Lucinéia Heloisa Thom - Federal University of Rio Grande do Sul - Brazil
Prof. Dr. María Encarnación Sosa Sánchez - University of Extremadura - Spain

Editorial support: Gustavo Zahorcsak Matias Silvano - Federal University of Rio Grande do Sul - Brazil

Published: 2026-06-21

Regular Papers

FuzzyVGG: Improving Uncertainty and Interpretability in Satellite Image Classification through Fuzzy Logic Integration Improving Uncertainty and Interpretability inSatellite Image Classification through Fuzzy LogicIntegration

Nawel Slimani, Ghazala Hcini, Imen Jdey, Monji Kherallah

11-23
- pdf
A Bibliometric Analysis on the Integration of Large Language Models and Knowledge Graphs Exploring Trends, Techniques, and Emerging Directions

Wafa Ghemmaz, Maroua Bouzid, Souad Bouaicha, Naila Marir

24-44
- pdf
Penetration Testing in Big Data Frameworks A Systematic Review of Security Assessment for Hadoop and Spark

Luís Barata, Francisco Martins, Eurico Lopes

45-58
- pdf
Profile Identification on Social Media Using Artificial Intelligence Techniques for Textual Similarity

Anthony Enzo Gomes Ribeiro, Larissa Ferreira Rodrigues Moreira

59-70
- pdf
Evaluating the Robustness of a Conceptual Framework for Blended Learning

Franciely Pereira Moreira, Danielli Araújo Lima

71-89
- pdf
Analyzing Correctness, Memory Consumption, CPU Usage, and Execution Time of the LLMs Llama-3.3-70B Versatile and Gemma2-9B Instruct

Rodrigo Andrade, Jackson Lima

90-108
- pdf
Attribute-Based Recurrent Neighbors for Dynamic Network Visualization

Lorena Ferreira Marani, Bruno Augusto Nassif Travençolo, José Gustavo de Souza Paiva

109-122
- pdf