Silvia Lins

According to our database, Silvia Lins authored at least 15 papers between 2019 and 2022.

Collaborative distances:

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

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

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

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

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

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

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

Proceedings of the IEEE Latin-American Conference on Communications, 2022

Compression of Activation Signals from Split Deep Neural Network.

Flávio Brito, Lucas Silva, Leonardo Ramalho, Silvia Lins, Neiva Linder, Aldebaro Klautau

Proceedings of the IEEE Latin-American Conference on Communications, 2022

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

Policy Distillation for Real-Time Inference in Fronthaul Congestion Control.

Jean Paulo Martins, Igor Almeida, Ricardo S. Souza, Silvia Lins

IEEE Access, 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

Rainbow deep reinforcement learning for TCP congestion control.

Jean Paulo Martins, Ricardo S. Souza, Igor Almeida, Silvia Lins

Proceedings of the IEEE Latin-American Conference on Communications, 2021

2020

Testbed for 5G Connected Artificial Intelligence on Virtualized Networks.

Cleverson Veloso Nahum, Lucas De Nóvoa Martins Pinto, Virgínia Brioso Tavares, Pedro Batista, Silvia Lins, Neiva Linder, Aldebaro Klautau

IEEE Access, 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

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

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

Proceedings of the Intelligent Systems - 9th Brazilian Conference, 2020

2019

Deep Reinforcement Learning Applied to Congestion Control in Fronthaul Networks.

Ingrid Nascimento, Ricardo S. Souza, Silvia Lins, Andrey Silva, Aldebaro Klautau

Proceedings of the 2019 IEEE Latin-American Conference on Communications, 2019