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 (SBSI, 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 (VTC Fall, 2017)

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 (SOSE, 2018)

Efficient Runtime Capture of Multiworkflow Data Using Provenance. - Renan Souza 001; Marta Mattoso; Leonardo Azevedo 001; Raphael Thiago; Elton F. de Souza Soares; Marcelo Nery dos Santos; Marco A. S. Netto; Emilio Vital Brazil; Renato Cerqueira; Patrick Valduriez (eScience, 2019)

Recurrent Neural Networks for Online Travel Mode Detection. - Elton Figueiredo de S. Soares; Hojjat Salehinejad; Carlos Alberto Vieira Campos; Shahrokh Valaee (GLOBECOM, 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 (SBCARS, 2019)

Provenance Data in the Machine Learning Lifecycle in Computational Science and Engineering. - Renan Souza 001; Patrick Valduriez; Marta Mattoso; Renato Cerqueira; Marco Aurélio Stelmar Netto; Leonardo Azevedo 001; Vítor Lourenço; Elton F. de Souza Soares; Raphael Thiago; Rafael Brandão 001; Daniel Civitarese; Emilio Vital Brazil; et al. (WORKS@SC, 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)

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)

Modern Federated Database Systems: An Overview. - Leonardo Guerreiro Azevedo; Elton Figueiredo de Souza Soares; Renan Souza 001; Márcio Ferreira Moreno (ICEIS (1), 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 (ICEIS (2), 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 (2), 2020)

On the Maintenance of a Scientific Application based on Microservices: an Experience Report. - Leonardo P. Tizzei; Leonardo Azevedo 001; Elton Figueiredo de S. Soares; Raphael Thiago; Rodrigo Costa (ICWS, 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 (SBRC Companion, 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 (ISWC (Demos/Industry), 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 (ISWC (Demos/Industry), 2020)

An Intelligent Transportation System Application using Mobile Edge Computing. - Thiago Correia Medeiros; Elton F. S. Soares; Carlos Alberto Vieira Campos (ISCC, 2021)

A Recommender for Choosing Data Systems based on Application Profiling and Benchmarking. - Elton Figueiredo de Souza Soares; Renan Souza 001; Raphael Melo Thiago; Marcelo de Oliveira Costa Machado; Leonardo Guerreiro Azevedo (SBBD, 2021)

Supporting Polystore Queries using Provenance in a Hyperknowledge Graph. - Leonardo Azevedo 001; Renan Souza 001; Elton F. S. Soares; Raphael Melo; Anna Carolina Carvalho Moreira Oliveira; Márcio Ferreira Moreno (ISWC (Posters/Demos/Industry), 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 001 (ISWC (Posters/Demos/Industry), 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 001 (ISWC (Posters/Demos/Industry), 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)

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)

Elasticity of Intelligent Transportation System Applications in a Fog Computing Environment. - Thiago Correia Medeiros; Elton F. S. Soares; Carlos Alberto Vieira Campos (IWCMC, 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 (SAC, 2022)

An Extensible Approach for Query-Driven Multimodal Knowledge Graph Completion. - Marcelo Machado 001; Guilherme Lima; Elton F. S. Soares; Vitor Nascimento; Rafael Brandão 001; Márcio Ferreira Moreno (ISWC (Posters/Demos/Industry), 2022)

Workflow provenance in the lifecycle of scientific machine learning. - Renan Souza 001; Leonardo Guerreiro Azevedo; Vítor Lourenço; Elton F. S. Soares; Raphael Thiago; Rafael Brandão 001; Daniel Civitarese; Emilio Vital Brazil; Márcio Ferreira Moreno; Patrick Valduriez; Marta Mattoso; Renato Cerqueira; et al. (Concurr. Comput. Pract. Exp., 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)

Enabling Live SPARQL Queries over ConceptNet Using Triple Pattern Fragments. - Marcelo Machado 001; Guilherme Lima; Elton F. S. Soares; Rosario Uceda-Sosa; Renato Cerqueira (ESWC, 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)

Federated Self-Supervised Learning of Monocular Depth Estimators for Autonomous Vehicles. - Elton Figueiredo de Souza Soares; Carlos Alberto Vieira Campos (CoRR, 2023)

CHRONOS: A Schema-Based Event Understanding and Prediction System. - Maria Chang 001; Achille Fokoue; Rosario Uceda-Sosa; Parul Awasthy; Ken Barker 002; Sadhana Kumaravel; Oktie Hassanzadeh; Elton F. S. Soares; Tian Gao; Debarun Bhattacharjya; Radu Florian; Salim Roukos (AAAI, 2024)

HKPoly: A Polystore Architecture to Support Data Linkage and Queries on Distributed and Heterogeneous Data. - Leonardo Guerreiro Azevedo; Renan Souza 001; Elton F. S. Soares; Raphael Melo Thiago; Júlio Cesar Cardoso Tesolin; Anna Carolina Carvalho Moreira Oliveira; Márcio Ferreira Moreno (SBSI, 2024)

Privacy-Preserving Training of Monocular Depth Estimators via Self-Supervised Federated Learning. - Elton Figueiredo de S. Soares; Carlos Alberto Vieira Campos (VTC Fall, 2024)

Towards Continual Federated Learning of Monocular Depth for Autonomous Vehicles. - Elton Figueiredo de S. Soares; Carlos Alberto Vieira Campos (VTC Fall, 2024)

KIF: A Framework for Virtual Integration of Heterogeneous Knowledge Bases using Wikidata. - Guilherme Lima; Marcelo Machado 001; Elton F. S. Soares; Sandro Rama Fiorini; Raphael Thiago; Leonardo Guerreiro Azevedo; Viviane Torres da Silva; Renato Cerqueira (CoRR, 2024)