Elton Figueiredo de Souza Soares  Elton Figueiredo de Souza Soares photo         

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Research Software Engineer
Brazil Research Lab, Brazil
  

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Professional Associations

Professional Associations:  ACM  |  IEEE   |  SBC

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2022

DevOps and Microservices in Scientific System development: Experience on a Multi-Year Industry Research Project
Maximillien de Bayser, Vinícius Segura, Leonardo Azevedo, Leonardo Tizzei, Raphael Thiago, Elton Soares, Renato Cerqueira
ACM Symposium on Applied Computing, 2022


2021

Supporting Polystore Queries using Provenance in a Hyperknowledge Graph
Leonardo Azevedo, Renan Souza, Elton Soares, Raphael Thiago, Ana Carolina Oliveira, Marcio Moreno
International Semantic Web Conference, 2021

Evaluating Semantic Queries for Dataset Engineering on the Hyperknowledge Platform
Marcio Moreno, Polyana Bezerra, Rodrigo Costa, Vitor Nascimento, Elton Soares, Marcelo Machado
International Semantic Web Conference, 2021

A Hyperknowledge Approach to Support Dataset Engineering
Marcio Moreno, Polyana Bezerra, Rodrigo Costa, Vitor Nascimento, Elton Soares, Marcelo Machado
International Semantic Web Conference, 2021

A Recommender for Choosing Data Systems based on Application Profiling and Benchmarking
Elton Soares, Renan Souza, Thiago, Raphael Thiago, Marcelo Machado, Leonardo Azevedo
Simpósio Brasileiro de Bancos de Dados, 2021

An Intelligent Transportation System Application Using Mobile Edge Computing
Medeiros, Thiago Correia, Elton Soares, and Carlos Alberto Vieira Campos
IEEE Symposium on Computers and Communications, 2021

Workflow Provenance in the Lifecycle of Scientific Machine Learning
Souza, R., Azevedo, L. G., Lourenço, V., Soares, E., Thiago, R., Brandão, R., ... & Netto, M. A.
Concurrency and Computation: Practice and Experience, 2021

Smartphone-based Real-Time Travel Mode Detection for Intelligent Transportation Systems
Elton Figueiredo de Souza Soares, Carlos Alvaro Quintella, Carlos Alberto Vieira Campos
IEEE Transactions on Vehicular Technology, 2021


2020

Classificação do Modo de Transporte e Propósito de Viagem Baseada em Dados Socioeconômicos
Elton Figueiredo de Souza Soares, Carlos Alberto Vieira Campos
Simpósio Brasileiro de Redes de Computadores, 2020

On the Maintenance of a Scientific Application based on Microservices: an Experience Report
Leonardo P Tizzei, Leonardo Azevedo, Elton Soares, Raphael Thiago, Rodrigo Costa
2020 IEEE International Conference on Web Services (ICWS), pp. 102--109

Experiencing ProvLake to manage the data lineage of AI workflows
Leonardo Guerreiro Azevedo, Renan Souza, Raphael Melo Thiago, Elton Soares, Marcio Moreno
Anais Estendidos do XVI Simpósio Brasileiro de Sistemas de Informação, pp. 206--209, 2020

Enabling Contextualized Knowledge Description with Non-symbolic Integration
Elton Soares, Marcio 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)

Enabling Contextualized Ontology Modeling with a Collaborative Multi-View System
Elton Soares, Marcio 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)

Real-Time Travel Mode Detection with Smartphone Sensing and Machine Learning
Elton F de S Soares, Carlos Alberto V Campos, Sidney Cunha de Lucena
Anais Estendidos do XXXVIII Simpósio Brasileiro de Redes de Computadores e Sistemas Distribuídos, pp. 73--80, 2020

Modern Federated Database Systems: An Overview.
Leonardo Guerreiro Azevedo, Elton Figueiredo de Souza Soares, Renan Souza, Márcio Ferreira Moreno
ICEIS, pp. 276--283, 2020

Analysis of Tools for REST Contract Specification in Swagger/OpenAPI.
Jéssica Soares dos Santos, Leonardo Guerreiro Azevedo, Elton FS Soares, Raphael Melo Thiago, Viviane Torres da Silva
ICEIS, pp. 201--208, 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
ICEIS, pp. 111--121, 2020

Managing data lineage of o&g machine learning models: the sweet spot for shale use case
Raphael Melo Thiago, Renan Souza, Leonardo Azevedo, E Figueiredo De Souza Soares, Rodrigo Santos, Wallas Dos Santos, Maximilien De Bayser, Marcelo Costalonga Cardoso, Marcio F Moreno, RFDG Cerqueira
First EAGE Digitalization Conference and Exhibition, pp. 1--5, 2020


2019

Recurrent Neural Networks for Online Travel Mode Detection
Elton F de S Soares, Hojjat Salehinejad, Carlos Alberto V Campos, Shahrokh Valaee
2019 IEEE Global Communications Conference (GLOBECOM), pp. 1--6

Provenance data in the machine learning lifecycle in computational science and engineering
Renan Souza, Leonardo Azevedo, Vítor Lourenço, Elton Soares, Raphael Thiago, Rafael Brandão, Daniel Civitarese, Emilio Brazil, Marcio Moreno, Patrick Valduriez, others
2019 IEEE/ACM Workflows in Support of Large-Scale Science (WORKS), pp. 1--10

Efficient runtime capture of multiworkflow data using provenance
Renan Souza, Leonardo Azevedo, Raphael Thiago, Elton Soares, Marcelo Nery, Marco AS Netto, Emilio Vital, Renato Cerqueira, Patrick Valduriez, Marta Mattoso
2019 15th International Conference on eScience (eScience), pp. 359--368

Managing data traceability in the data lifecycle for deep learning applied to seismic data
Renan Souza, Emilio Vital Brazil, Leonardo Azevedo, Rodrigo Ferreira, Daniel Salles Chevitarese, Elton Soares, Raphael Thiago, Marcelo Nery, Viviane Torres, Renato Cerqueira
2019 AAPG Annual Convention and Exhibition:

Geological data access on a polyglot database using a service architecture
Leonardo Guerreiro Azevedo, Rodrigo da Silva Ferreira, Viviane Torres da Silva, Maximillien de Bayser, Elton F de S Soares, Raphael Melo Thiago
Proceedings of the XIII Brazilian Symposium on Software Components, Architectures, and Reuse, pp. 103--112, 2019

Online travel mode detection method using automated machine learning and feature engineering
Elton F de S Soares, Carlos Alberto V Campos, Sidney C de Lucena
Future Generation Computer Systems101, 1201--1212, North-Holland, 2019

Um framework de extração e etiquetamento de informações de trânsito
Leonardo Tetéo, Pedro Moura, Elton F de S Soares, Carlos Alberto V Campos
Anais do XVIII Workshop em Desempenho de Sistemas Computacionais e de Comunicação, 2019

A Combined Solution for Real-Time Travel Mode Detection and Trip Purpose Prediction
Elton Soares, Kate Revoredo, Fernanda Baião, Carlos Quintella, Carlos Campos
IEEE Transactions on Intelligent Transportation Systems, IEEE, 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
2018 IEEE Symposium on Service-Oriented System Engineering (SOSE), pp. 1--10


2017

CityTracks-RT: Uma aplicação para detecção do modo de transporte em tempo real nos centros urbanos
Elton Soares, Carlos Quintella, Carlos Campos
Anais do XIII Simpósio Brasileiro de Sistemas de Informação, pp. 222--229, 2017

Towards an application for real-time travel mode detection in urban centers
Elton Figueiredo de S Soares, Carlos Alvaro de MS Quintella, Carlos Alberto V Campos
2017 IEEE 86th Vehicular Technology Conference (VTC-Fall), pp. 1--5