Elton F. S. Soares

According to our database, Elton F. S. Soares authored at least 36 papers between 2017 and 2024.

Collaborative distances:

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

2024

KIF: A Framework for Virtual Integration of Heterogeneous Knowledge Bases using Wikidata.

Guilherme Lima, Marcelo Machado, Elton F. S. Soares, Sandro Rama Fiorini, Raphael Thiago, Leonardo Guerreiro Azevedo, Viviane Torres da Silva, Renato Cerqueira

CoRR, 2024

Towards Continual Federated Learning of Monocular Depth for Autonomous Vehicles.

Elton Figueiredo de S. Soares, Carlos Alberto Vieira Campos

Proceedings of the 100th IEEE Vehicular Technology Conference, 2024

Privacy-Preserving Training of Monocular Depth Estimators via Self-Supervised Federated Learning.

Elton Figueiredo de S. Soares, Carlos Alberto Vieira Campos

Proceedings of the 100th IEEE Vehicular Technology Conference, 2024

HKPoly: A Polystore Architecture to Support Data Linkage and Queries on Distributed and Heterogeneous Data.

Leonardo Guerreiro Azevedo, Renan Souza, Elton F. S. Soares, Raphael Melo Thiago, Júlio Cesar Cardoso Tesolin, Anna Carolina Carvalho Moreira Oliveira, Márcio Ferreira Moreno

Proceedings of the 20th Brazilian Symposium on Information Systems, 2024

CHRONOS: A Schema-Based Event Understanding and Prediction System.

Maria Chang, Achille Fokoue, Rosario Uceda-Sosa, Parul Awasthy, Ken Barker, Sadhana Kumaravel, Oktie Hassanzadeh, Elton F. S. Soares, Tian Gao, Debarun Bhattacharjya, Radu Florian, Salim Roukos

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023

Federated Self-Supervised Learning of Monocular Depth Estimators for Autonomous Vehicles.

Elton Figueiredo de Souza Soares, Carlos Alberto Vieira Campos

CoRR, 2023

A Polystore Architecture Using Knowledge Graphs to Support Queries on Heterogeneous Data Stores.

Leonardo Guerreiro Azevedo, Renan Francisco Santos Souza, Elton Figueiredo de Souza Soares, Raphael Melo Thiago, Júlio Cesar Cardoso Tesolin, Ann C. Oliveira, Márcio Ferreira Moreno

CoRR, 2023

Enabling Live SPARQL Queries over ConceptNet Using Triple Pattern Fragments.

Marcelo Machado, Guilherme Lima, Elton F. S. Soares, Rosario Uceda-Sosa, Renato Cerqueira

Proceedings of the Semantic Web - 20th International Conference, 2023

2022

OWL ontology evolution: understanding and unifying the complex changes.

Viviane Torres da Silva, Jéssica Soares dos Santos, Raphael Thiago, Elton F. S. Soares, Leonardo Guerreiro Azevedo

Knowl. Eng. Rev., 2022

Workflow provenance in the lifecycle of scientific machine learning.

Renan Souza, Leonardo Guerreiro Azevedo, Vítor Lourenço, Elton F. S. Soares, Raphael Thiago, Rafael Brandão, Daniel Civitarese, Emilio Vital Brazil, Márcio Ferreira Moreno, Patrick Valduriez, Marta Mattoso, Renato Cerqueira, Marco A. S. Netto

Concurr. Comput. Pract. Exp., 2022

An Extensible Approach for Query-Driven Multimodal Knowledge Graph Completion.

Marcelo Machado, Guilherme Lima, Elton F. S. Soares, Vitor Nascimento, Rafael Brandão, Márcio Ferreira Moreno

Proceedings of the ISWC 2022 Posters, 2022

DevOps and microservices in scientific system development: experience on a multi-year industry research project.

Maximilien de Bayser, Vinícius C. V. B. Segura, Leonardo Guerreiro Azevedo, Leonardo P. Tizzei, Raphael Thiago, Elton F. S. Soares, Renato Cerqueira

Proceedings of the SAC '22: The 37th ACM/SIGAPP Symposium on Applied Computing, Virtual Event, April 25, 2022

Elasticity of Intelligent Transportation System Applications in a Fog Computing Environment.

Thiago Correia Medeiros, Elton F. S. Soares, Carlos Alberto Vieira Campos

Proceedings of the 2022 International Wireless Communications and Mobile Computing, 2022

2021

Smartphone-Based Real-Time Travel Mode Detection for Intelligent Transportation Systems.

Elton F. S. Soares, Carlos Alvaro de M. S. Quintella, Carlos Alberto Vieira Campos

IEEE Trans. Veh. Technol., 2021

DevOps and Microservices in Scientific System development.

Maximilien de Bayser, Vinícius C. V. B. Segura, Leonardo Guerreiro Azevedo, Leonardo P. Tizzei, Raphael Melo Thiago, Elton F. S. Soares, Renato Cerqueira

CoRR, 2021

Evaluating Semantic Queries for Dataset Engineering on the Hyperknowledge Platform.

Márcio Ferreira Moreno, Polyana B. da Costa, Rodrigo Costa, Vitor Nascimento, Elton Figueiredo de Souza Soares, Marcelo Machado

Proceedings of the ISWC 2021 Posters, 2021

A Hyperknowledge Approach to Support Dataset Engineering.

Márcio Ferreira Moreno, Polyana B. da Costa, Rodrigo Costa, Vitor Nascimento, Elton F. S. Soares, Marcelo Machado

Proceedings of the ISWC 2021 Posters, 2021

Supporting Polystore Queries using Provenance in a Hyperknowledge Graph.

Leonardo Azevedo, Renan Souza, Elton F. S. Soares, Raphael Melo, Anna Carolina Carvalho Moreira Oliveira, Márcio Ferreira Moreno

Proceedings of the ISWC 2021 Posters, 2021

A Recommender for Choosing Data Systems based on Application Profiling and Benchmarking.

Elton Figueiredo de Souza Soares, Renan Souza, Raphael Melo Thiago, Marcelo de Oliveira Costa Machado, Leonardo Guerreiro Azevedo

Proceedings of the 36th Brazilian Symposium on Databases, 2021

An Intelligent Transportation System Application using Mobile Edge Computing.

Thiago Correia Medeiros, Elton F. S. Soares, Carlos Alberto Vieira Campos

Proceedings of the IEEE Symposium on Computers and Communications, 2021

2020

Enabling Contextualized Knowledge Description with Non-symbolic Integration.

Elton Figueiredo de Souza Soares, Raphael Melo Thiago, Wallas Henrique Sousa dos Santos, Rodrigo Costa Mesquita Santos, Márcio Ferreira Moreno

Proceedings of the ISWC 2020 Demos and Industry Tracks: From Novel Ideas to Industrial Practice co-located with 19th International Semantic Web Conference (ISWC 2020), 2020

Enabling Contextualized Ontology Modelling with a Collaborative Multi-View System.

Elton Figueiredo de Souza Soares, Raphael Melo Thiago, Leonardo Guerreiro Azevedo, Sandro Rama Fiorini, Márcio Ferreira Moreno

Proceedings of the ISWC 2020 Demos and Industry Tracks: From Novel Ideas to Industrial Practice co-located with 19th International Semantic Web Conference (ISWC 2020), 2020

Real-Time Travel Mode Detection with Smartphone Sensing and Machine Learning.

Elton F. de Souza Soares, Carlos Alberto Vieira Campos, Sidney Cunha de Lucena

Proceedings of the Companion Proceedings of the 38th Brazilian Symposium on Computer Networks and Distributed Systems, 2020

On the Maintenance of a Scientific Application based on Microservices: an Experience Report.

Leonardo P. Tizzei, Leonardo Azevedo, Elton Figueiredo de S. Soares, Raphael Thiago, Rodrigo Costa

Proceedings of the 2020 IEEE International Conference on Web Services, 2020

An Experimental Analysis of Tools for Ontology Evolution Management.

Jéssica Soares dos Santos, Viviane Torres da Silva, Leonardo Guerreiro Azevedo, Elton Figueiredo de S. Soares, Raphael Melo Thiago

Proceedings of the 22nd International Conference on Enterprise Information Systems, 2020

Analysis of Tools for REST Contract Specification in Swagger/OpenAPI.

Jéssica Soares dos Santos, Leonardo Guerreiro Azevedo, Elton F. S. Soares, Raphael Melo Thiago, Viviane Torres da Silva

Proceedings of the 22nd International Conference on Enterprise Information Systems, 2020

Modern Federated Database Systems: An Overview.

Leonardo Guerreiro Azevedo, Elton Figueiredo de Souza Soares, Renan Souza, Márcio Ferreira Moreno

Proceedings of the 22nd International Conference on Enterprise Information Systems, 2020

2019

A Combined Solution for Real-Time Travel Mode Detection and Trip Purpose Prediction.

Elton Figueiredo de S. Soares, Kate Revoredo, Fernanda Baião, Carlos Alvaro de M. S. Quintella, Carlos Alberto Vieira Campos

IEEE Trans. Intell. Transp. Syst., 2019

Online travel mode detection method using automated machine learning and feature engineering.

Elton Figueiredo de S. Soares, Carlos Alberto Vieira Campos, Sidney C. de Lucena

Future Gener. Comput. Syst., 2019

Provenance Data in the Machine Learning Lifecycle in Computational Science and Engineering.

Renan Souza, Patrick Valduriez, Marta Mattoso, Renato Cerqueira, Marco Aurélio Stelmar Netto, Leonardo Azevedo, Vítor Lourenço, Elton F. de Souza Soares, Raphael Thiago, Rafael Brandão, Daniel Civitarese, Emilio Vital Brazil, Márcio Ferreira Moreno

Proceedings of the 2019 IEEE/ACM Workflows in Support of Large-Scale Science, 2019

Geological Data Access on a Polyglot Database using a Service Architecture.

Leonardo Guerreiro Azevedo, Rodrigo da Silva Ferreira, Viviane Torres da Silva, Maximilien de Bayser, Elton F. de Souza Soares, Raphael Melo Thiago

Proceedings of the XIII Brazilian Symposium on Software Components, 2019

Recurrent Neural Networks for Online Travel Mode Detection.

Elton Figueiredo de S. Soares, Hojjat Salehinejad, Carlos Alberto Vieira Campos, Shahrokh Valaee

Proceedings of the 2019 IEEE Global Communications Conference, 2019

Efficient Runtime Capture of Multiworkflow Data Using Provenance.

Renan Souza, Marta Mattoso, Leonardo Azevedo, Raphael Thiago, Elton F. de Souza Soares, Marcelo Nery dos Santos, Marco A. S. Netto, Emilio Vital Brazil, Renato Cerqueira, Patrick Valduriez

Proceedings of the 15th International Conference on eScience, 2019

2018

Evaluation of Server Push Technologies for Scalable Client-Server Communication.

Elton F. de Souza Soares, Raphael Melo Thiago, Leonardo Guerreiro Azevedo, Maximilien de Bayser, Viviane Torres da Silva, Renato F. de G. Cerqueira

Proceedings of the IEEE Symposium on Service-Oriented System Engineering, 2018

2017

Towards an Application for Real-Time Travel Mode Detection in Urban Centers.

Elton Figueiredo de S. Soares, Carlos Alvaro de M. S. Quintella, Carlos Alberto Vieira Campos

Proceedings of the 86th IEEE Vehicular Technology Conference, 2017

CityTracks-RT: Uma aplicação para detecção do modo de transporte em tempo real nos centros urbanos.

Elton F. S. Soares, Carlos Alvaro de M. S. Quintella, Carlos Alberto Vieira Campos

Proceedings of the 13th Brazilian Symposium on Information Systems, 2017