Elton Figueiredo de S. Soares

11 papers A 1B 1Journal 4Unranked 5
YearRankTypeTitle / Venue / Authors
2025 J jnl
Enhancing federated averaging of self-supervised monocular depth estimators for autonomous vehicles with Bayesian optimization.
Future Gener. Comput. Syst.
Elton Figueiredo de S. Soares, Emilio Vital Brazil, Carlos Alberto Vieira Campos
2025 J jnl
Self-supervised learning of monocular depth estimators in autonomous vehicles with federated learning.
Eng. Appl. Artif. Intell.
Elton Figueiredo de S. Soares, Carlos Alberto Vieira Campos
2024 — conf
Leveraging Bayesian Optimization to Enhance Self-Supervised Federated Learning of Monocular Depth Estimators.
ITSC
Elton Figueiredo de S. Soares, Emilio Vital Brazil, Carlos Alberto Vieira Campos
2024 — conf
Privacy-Preserving Training of Monocular Depth Estimators via Self-Supervised Federated Learning.
VTC Fall
Elton Figueiredo de S. Soares, Carlos Alberto Vieira Campos
2024 — conf
Towards Continual Federated Learning of Monocular Depth for Autonomous Vehicles.
VTC Fall
Elton Figueiredo de S. Soares, Carlos Alberto Vieira Campos
2020 — conf
An Experimental Analysis of Tools for Ontology Evolution Management.
ICEIS (2)
Jéssica Soares dos Santos, Viviane Torres da Silva, Leonardo Guerreiro Azevedo, Elton Figueiredo de S. Soares, Raphael Melo Thiago
2020 A conf
On the Maintenance of a Scientific Application based on Microservices: an Experience Report.
ICWS
Leonardo P. Tizzei, Leonardo Azevedo, Elton Figueiredo de S. Soares, Raphael Thiago, Rodrigo Costa
2019 J jnl
A Combined Solution for Real-Time Travel Mode Detection and Trip Purpose Prediction.
IEEE Trans. Intell. Transp. Syst.
Elton Figueiredo de S. Soares, Kate Revoredo, Fernanda Baião, Carlos Alvaro de M. S. Quintella, Carlos Alberto Vieira Campos
2019 J jnl
Online travel mode detection method using automated machine learning and feature engineering.
Future Gener. Comput. Syst.
Elton Figueiredo de S. Soares, Carlos Alberto Vieira Campos, Sidney C. de Lucena
2019 B conf
Recurrent Neural Networks for Online Travel Mode Detection.
GLOBECOM
Elton Figueiredo de S. Soares, Hojjat Salehinejad, Carlos Alberto Vieira Campos, Shahrokh Valaee
2017 — conf
Towards an Application for Real-Time Travel Mode Detection in Urban Centers.
VTC Fall
Elton Figueiredo de S. Soares, Carlos Alvaro de M. S. Quintella, Carlos Alberto Vieira Campos