| Provenance data in the machine learning lifecycle in computational science and engineering R Souza, L Azevedo, V Lourenço, E Soares, R Thiago, R Brandao, ... 2019 IEEE/ACM Workflows in Support of Large-Scale Science (WORKS), 1-10, 2019 | 30 | 2019 |
| Efficient runtime capture of multiworkflow data using provenance R Souza, L Azevedo, R Thiago, E Soares, M Nery, MAS Netto, E Vital, ... 2019 15th International Conference on eScience (eScience), 359-368, 2019 | 15 | 2019 |
| A Combined Solution for Real-Time Travel Mode Detection and Trip Purpose Prediction E Soares, K Revoredo, F Baião, C Quintella, C Campos IEEE Transactions on Intelligent Transportation Systems, 2019 | 14 | 2019 |
| Online travel mode detection method using automated machine learning and feature engineering EFS Soares, CAV Campos, SC de Lucena Future Generation Computer Systems 101, 1201-1212, 2019 | 11 | 2019 |
| Workflow provenance in the lifecycle of scientific machine learning R Souza, LG Azevedo, V Lourenço, E Soares, R Thiago, R Brandão, ... Concurrency and Computation Practice and Experience, 2021 | 8 | 2021 |
| Towards an application for real-time travel mode detection in urban centers EFS Soares, CA de MS Quintella, CAV Campos 2017 IEEE 86th vehicular technology conference (VTC-Fall), 1-5, 2017 | 8 | 2017 |
| Modern Federated Database Systems: An Overview. LG Azevedo, EF de Souza Soares, R Souza, MF Moreno ICEIS (1), 276-283, 2020 | 5 | 2020 |
| Geological data access on a polyglot database using a service architecture LG Azevedo, RS Ferreira, VT Silva, M de Bayser, EFS Soares, RM Thiago Proceedings of the XIII Brazilian Symposium on Software Components …, 2019 | 4 | 2019 |
| Evaluation of Server Push Technologies for Scalable Client-Server Communication EF de Souza Soares, RM Thiago, LG Azevedo, M de Bayser, VT da Silva, ... 2018 IEEE Symposium on Service-Oriented System Engineering (SOSE), 1-10, 2018 | 4 | 2018 |
| Recurrent neural networks for online travel mode detection EFS Soares, H Salehinejad, CAV Campos, S Valaee 2019 IEEE Global Communications Conference (GLOBECOM), 1-6, 2019 | 3 | 2019 |
| DevOps and Microservices in Scientific System development: experience on a multi-year industry research project M De Bayser, V Segura, LG Azevedo, LP Tizzei, R Thiago, E Soares, ... Proceedings of the 37th ACM/SIGAPP Symposium on Applied Computing, 1452-1455, 2022 | 2 | 2022 |
| Smartphone-based real-time travel mode detection for intelligent transportation systems EFS Soares, CA de MS Quintella, CAV Campos IEEE Transactions on Vehicular Technology 70 (2), 1179-1189, 2021 | 2 | 2021 |
| Managing data lineage of o&g machine learning models: the sweet spot for shale use case RM Thiago, R Souza, L Azevedo, EFDS Soares, R Santos, WD Santos, ... First EAGE Digitalization Conference and Exhibition 2020 (1), 1-5, 2020 | 2 | 2020 |
| Experiencing provlake to manage the data lineage of ai workflows LG Azevedo, R Souza, RM Thiago, E Soares, M Moreno Anais Estendidos do XVI Simpósio Brasileiro de Sistemas de Informação, 206-209, 2020 | 2 | 2020 |
| On the Maintenance of a Scientific Application based on Microservices: an Experience Report LP Tizzei, L Azevedo, E Soares, R Thiago, R Costa 2020 IEEE International Conference on Web Services (ICWS), 102-109, 2020 | 2 | 2020 |
| Analysis of tools for REST contract specification in swagger/OpenAPI JS Santos, LG Azevedo, E Soares, R Thiago, VT Silva International Conference on Enterprise Information Systems, 2020 | 2 | 2020 |
| An experimental analysis of tools for ontology evolution management JS Santos, VT Silva, LG Azevedo, E Soares, R Thiago International Conference on Enterprise Information Systems, 2020 | 2 | 2020 |
| Um framework de extraçao e etiquetamento de informaçoes de trânsito L Tetéo, P Moura, EFS Soares, CAV Campos Anais do XVIII Workshop em Desempenho de Sistemas Computacionais e de …, 2019 | 2 | 2019 |
| Managing data traceability in the data lifecycle for deep learning applied to seismic data R Souza, EV Brazil, L Azevedo, R Ferreira, DS Chevitarese, E Soares, ... 2019 AAPG Annual Convention and Exhibition:, 2019 | 2 | 2019 |
| Evaluating Semantic Queries for Dataset Engineering on the Hyperknowledge Platform. MF Moreno, P Costa, R Costa, V Nascimento, EF de Souza Soares, ... ISWC (Posters/Demos/Industry) 4, 2021 | 1 | 2021 |
Raphael Melo ThiagoResearch Software Engineer, IBM Research BrazilVerified email at br.ibm.com
