Ricardo S. Souza

Publication Activity (10 Years)

Years Active: 2009-2024
Publications (10 Years): 20

Top Topics

Congestion Control

Automatic Image Annotation

Knowledge Management

Symbolic Regression

Top Venues

Multim. Tools Appl.

Int. J. Intell. Robotics Appl.

Publications

Jean Paulo Martins, Igor Almeida, Ricardo S. Souza, Silvia Lins
Closed-form congestion control via deep symbolic regression. CoRR (2024)
Iago Richard Rodrigues, Marrone Dantas, Assis T. de Oliveira Filho, Gibson B. N. Barbosa, Daniel Bezerra, Ricardo S. Souza, Maria Valéria Marquezini, Patricia Takako Endo, Judith Kelner, Djamel Sadok
A framework for robotic arm pose estimation and movement prediction based on deep and extreme learning models. J. Supercomput. 79 (7) (2023)
Gibson B. N. Barbosa, Marrone Dantas, Assis T. de Oliveira Filho, Iago Richard Rodrigues Silva, Daniel Bezerra, Djamel Sadok, Judith Kelner, Ricardo S. Souza
A fuzzy scheduler for MAS applied to object tracking. Eng. Appl. Artif. Intell. 119 (2023)
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
Correction to: Rbot: development of a robot‑driven radio base station maintenance system. Int. J. Intell. Robotics Appl. 6 (3) (2022)
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
Faulty RJ45 connectors detection on radio base station using deep learning. Multim. Tools Appl. 81 (21) (2022)
Iago Richard Rodrigues Silva, Marrone Dantas, Assis T. Oliveira Filho, Gibson B. N. Barbosa, Daniel Bezerra, Ricardo S. Souza, Maria Valéria Marquezini, Patricia Takako Endo, Judith Kelner, Djamel H. Sadok
A framework for robotic arm pose estimation and movement prediction based on deep and extreme learning models. CoRR (2022)
Gibson B. N. Barbosa, Carolina C. D. Ledebour, Assis T. Oliveira Filho, Iago Richard Rodrigues Silva, Djamel Sadok, Judith Kelner, Ricardo S. Souza
HOSA: An End-to-End Safety System for Human-Robot Interaction. J. Intell. Robotic Syst. 105 (4) (2022)
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
Rbot: development of a robot-driven radio base station maintenance system. Int. J. Intell. Robotics Appl. 6 (2) (2022)
Daniel Bezerra, Assis Tiago Oliveira Filho, Iago Richard Rodrigues Silva, Marrone Dantas, Gibson B. N. Barbosa, Ricardo S. Souza, Judith Kelner, Djamel Sadok
A machine learning-based optimization for end-to-end latency in TSN networks. Comput. Commun. 195 (2022)
Marrone Dantas, Pedro Dreyer, Daniel Bezerra, Gabriel Reis, Ricardo S. Souza, Silvia Lins, Judith Kelner, Djamel Sadok
Video object segmentation for automatic image annotation of ethernet connectors with environment mapping and 3D projection. Multim. Tools Appl. 81 (28) (2022)
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
Modeling and assessing an intelligent system for safety in human-robot collaboration using deep and machine learning techniques. Multim. Tools Appl. 81 (2) (2022)
Jean Paulo Martins, Ricardo S. Souza, Igor Almeida, Silvia Lins
Rainbow deep reinforcement learning for TCP congestion control. LATINCOM (2021)
Jean Paulo Martins, Igor Almeida, Ricardo S. Souza, Silvia Lins
Policy Distillation for Real-Time Inference in Fronthaul Congestion Control. IEEE Access 9 (2021)
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
Gripper Design for Radio Base Station Autonomous Maintenance System. Int. J. Autom. Comput. 18 (4) (2021)
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
Assessing Deep Learning Models for Human-Robot Collaboration Collision Detection in Industrial Environments. BRACIS (2020)
Ingrid Nascimento, Ricardo S. Souza, Silvia Lins, Andrey Silva, Aldebaro Klautau
Deep Reinforcement Learning Applied to Congestion Control in Fronthaul Networks. LATINCOM (2019)
Rafia Inam, Klaus Raizer, Alberto Y. Hata, Ricardo S. Souza, Elena Fersman, Enyu Cao, Shaolei Wang
Risk Assessment for Human-Robot Collaboration in an automated warehouse scenario. ETFA (2018)
Aneta Vulgarakis Feljan, Athanasios Karapantelakis, Leonid Mokrushin, Rafia Inam, Elena Fersman, Carlos R. B. Azevedo, Klaus Raizer, Ricardo S. Souza
KMARF: A Framework for Knowledge Management and Automated Reasoning. DIAS/EDUDM@ISEC (2017)
Carlos R. B. Azevedo, Klaus Raizer, Ricardo S. Souza
A vision for human-machine mutual understanding, trust establishment, and collaboration. CogSIMA (2017)
Aneta Vulgarakis Feljan, Athanasios Karapantelakis, Leonid Mokrushin, Hongxin Liang, Rafia Inam, Elena Fersman, Carlos R. B. Azevedo, Klaus Raizer, Ricardo S. Souza
A Framework for Knowledge Management and Automated Reasoning Applied on Intelligent Transport Systems. CoRR (2017)
Lorena F. Maia, Danilo F. S. Santos, Ricardo S. Souza, Angelo Perkusich, Hyggo Oliveira de Almeida
Seamless access of home theater personal computers for mobile devices. SAC (2009)