Machine learning algorithms applied to telemetry data of SCD-2 brazilian satellite. - Isabela Tavares; Júnia Maísa Oliveira; André Ferreira Teixeira; Marconi de Arruda Pereira; Marcos Tomio Kakitani; José Marcos S. Nogueira (LANC, 2022)

Improved Video QoE in Wireless Networks Using Deep Reinforcement Learning. - Henrique D. Moura; Júnia Maísa Oliveira; Daniel Soares; Daniel F. Macedo; Marcos A. M. Vieira (CNSM, 2023)

Comparative Analysis of Unsupervised Machine Learning Algorithms for Anomaly Detection in Network Data. - Júnia Maísa Oliveira; Jônatan Almeida; Daniel F. Macedo; José Marcos S. Nogueira (LATINCOM, 2023)

Data Consumption and User Experience in Video Lecture Sessions via Mobile Telephony Network. - Júnia Maísa Oliveira; Marcos Carvalho; Daniel F. Macedo; Cassio G. Rego; José Marcos S. Nogueira (LATINCOM, 2023)

Anomaly Detection Employing a 5G Core Data Analytics Framework. - Júnia Maísa Oliveira; Jônatan Almeida; Erik de Britto e Silva; Larissa Ferreira Rodrigues Moreira; Rodrigo Moreira; Flávio Oliveira Silva 001; Daniel F. Macedo; José Marcos S. Nogueira (CloudNet, 2024)

A Comparative Analysis of Feature Selection and Machine Learning Algorithms for Enhanced Anomaly Detection in 5G Core Networks. - Júnia Maísa Oliveira; César Morais; Daniel F. Macedo; José Marcos S. Nogueira (GIIS, 2025)