Deep Reinforcement Learning Applied to Congestion Control in Fronthaul Networks. - Ingrid Nascimento; Ricardo S. Souza; Silvia Lins; Andrey Silva; Aldebaro Klautau (LATINCOM, 2019)

Assessing Deep Learning Models for Human-Robot Collaboration Collision Detection in Industrial Environments. - Iago R. R. Silva; Gibson B. N. Barbosa; Carolina C. D. Ledebour; Assis T. Oliveira Filho; Judith Kelner; Djamel Sadok; Silvia Lins; Ricardo S. Souza (BRACIS, 2020)

Public Dataset of Parking Lot Videos for Computational Vision Applied to Surveillance. - Ingrid Nascimento; Pedro Castro; Sofia Klautau; Luan Gonçalves; Carnot Filho; Flávio Brito; Aldebaro Klautau; Silvia Lins (ICMLA, 2020)

Testbed for 5G Connected Artificial Intelligence on Virtualized Networks. - Cleverson Veloso Nahum; Lucas De Nóvoa Martins Pinto; Virgínia Brioso Tavares; Pedro Batista 002; Silvia Lins; Neiva Linder; Aldebaro Klautau (IEEE Access, 2020)

Rainbow deep reinforcement learning for TCP congestion control. - Jean Paulo Martins; Ricardo S. Souza; Igor Almeida; Silvia Lins (LATINCOM, 2021)

Artificial Intelligence for Enhanced Mobility and 5G Connectivity in UAV-Based Critical Missions. - Silvia Lins; Kleber Vieira Cardoso; Cristiano Bonato Both; Luciano Leonel Mendes; José Ferreira de Rezende; Antonio Silveira; Neiva Linder; Aldebaro Klautau (IEEE Access, 2021)

Policy Distillation for Real-Time Inference in Fronthaul Congestion Control. - Jean Paulo Martins; Igor Almeida; Ricardo S. Souza; Silvia Lins (IEEE Access, 2021)

Gripper Design for Radio Base Station Autonomous Maintenance System. - Gabriel Reis; Marrone Dantas; Daniel Bezerra; Gibson B. N. Barbosa; Pedro Dreyer; Carolina Cani D. L.; Judith Kelner; Djamel Sadok; Ricardo S. Souza; Silvia Lins; Maria V. Marquezini (Int. J. Autom. Comput., 2021)

Compression of Activation Signals from Split Deep Neural Network. - Flávio Brito; Lucas Silva; Leonardo Ramalho; Silvia Lins; Neiva Linder; Aldebaro Klautau (LATINCOM, 2022)

Ray-Tracing MIMO Channel Dataset for Machine Learning Applied to V2V Communication. - Daniel Suzuki; Ailton de Oliveira; Luan Gonçalves; Ilan Correa; Aldebaro Klautau; Silvia Lins; Pedro Batista 002 (LATINCOM, 2022)

Rbot: development of a robot-driven radio base station maintenance system. - Djamel Sadok; Daniel Bezerra; Marrone Dantas; Gabriel Reis; Pedro Henrique Dreyer Leuchtenberg; Carolina C. D. Ledebour; Ricardo S. Souza; Silvia Lins; Maria V. Marquezini; Judith Kelner (Int. J. Intell. Robotics Appl., 2022)

Correction to: Rbot: development of a robot‑driven radio base station maintenance system. - Djamel Sadok; Daniel Bezerra; Marrone Dantas; Gabriel Reis; Pedro Henrique Dreyer Leuchtenberg; Carolina C. D. Ledebour; Ricardo S. Souza; Silvia Lins; Maria V. Marquezini; Judith Kelner (Int. J. Intell. Robotics Appl., 2022)

Video object segmentation for automatic image annotation of ethernet connectors with environment mapping and 3D projection. - Marrone Dantas; Pedro Dreyer; Daniel Bezerra; Gabriel Reis; Ricardo S. Souza; Silvia Lins; Judith Kelner; Djamel Sadok (Multim. Tools Appl., 2022)

Faulty RJ45 connectors detection on radio base station using deep learning. - Marrone Silvério Melo Dantas; Pedro Henrique Dreyer Leuchtenberg; Gabriel Fonseca Reis de Souza; Daniel Bezerra; Ricardo S. Souza; Silvia Lins; Judith Kelner; Djamel Fawzi Hadj Sadok (Multim. Tools Appl., 2022)

Modeling and assessing an intelligent system for safety in human-robot collaboration using deep and machine learning techniques. - Iago Richard Rodrigues Silva; Gibson B. N. Barbosa; Assis T. Oliveira Filho; Carolina Cani D. L.; Marrone Dantas; Djamel H. Sadok; Judith Kelner; Ricardo S. Souza; Maria Valéria Marquezini; Silvia Lins (Multim. Tools Appl., 2022)

Closed-form congestion control via deep symbolic regression. - Jean Paulo Martins; Igor Almeida; Ricardo S. Souza; Silvia Lins (CoRR, 2024)

Network Digital Twin for Route Optimization in 5G/B5G Transport Slicing with What-If Analysis. - Rebecca Aben-Athar; Heitor Anglada; Lucas Costa; João Albuquerque; Abrahão Ferreira; Cristiano Bonato Both; Kleber Vieira Cardoso; Silvia Lins; Andrey Silva; Glauco Gonçalves; Ilan Correa; Aldebaro Klautau (CoRR, 2025)

Towards a Robust Transport Network With Self-adaptive Network Digital Twin. - Cláudio Modesto; João G. G. Borges; Cleverson Veloso Nahum; Lucas Matni; Cristiano Bonato Both; Kleber Vieira Cardoso; Glauco Gonçalves; Ilan Correa; Silvia Lins; Andrey Silva; Aldebaro Klautau (CoRR, 2025)