| Creating coordinated multi-chatbots using natural dialogues by means of knowledge base MG De Bayser, A Braz, PR Cavalin, FVD de FIGUEIREDO, RFS Souza US Patent App. 15/217,660, 2018 | 111 | 2018 |
| Provenance Data in the Machine Learning Lifecycle in Computational Science and Engineering R Souza, L Azevedo, V Lourenço, E Soares, R Thiago, R Brandão, ... 14th Workflows in Support of Large-scale Science (WORKS) workshop co-located …, 2019 | 63 | 2019 |
| Workflow Provenance in the Lifecycle of Scientific Machine Learning R Souza, LG Azevedo, V Lourenço, E Soares, R Thiago, R Brandão, ... Concurrency Computation Practice and Experience. 2021;e6544. https://doi.org …, 2021 | 43 | 2021 |
| Workflows community summit 2022: A roadmap revolution RF Da Silva, RM Badia, V Bala, D Bard, PT Bremer, I Buckley, ... arXiv preprint arXiv:2304.00019, 2023 | 37 | 2023 |
| A hybrid architecture for multi-party conversational systems MG de Bayser, P Cavalin, R Souza, A Braz, H Candello, C Pinhanez, ... arXiv preprint arXiv:1705.01214, 1--40, 2017 | 33 | 2017 |
| Efficient Runtime Capture of Multiworkflow Data Using Provenance R Souza, L Azevedo, R Thiago, E Soares, M Nery, M Netto, EV Brazil, ... 15th IEEE International Conference on e-Science, San Diego, California, USA …, 2019 | 32 | 2019 |
| System and method for managing artificial conversational entities enhanced by social knowledge A Braz, PR Cavalin, D De, FF Vinicius, G De, B Maira, R Souza US Patent App. 15/265,615, 2018 | 31 | 2018 |
| Workflows community summit: Advancing the state-of-the-art of scientific workflows management systems research and development RF da Silva, H Casanova, K Chard, T Coleman, D Laney, D Ahn, S Jha, ... arXiv preprint arXiv:2106.05177, 2021 | 21 | 2021 |
| Modern Federated Database Systems: An Overview. LG Azevedo, EF de Souza Soares, R Souza, MF Moreno ICEIS (1), 276-283, 2020 | 20 | 2020 |
| Keeping Track of User Steering Actions in Dynamic Workflows R Souza, V Silva, JJ Camata, ALGA Coutinho, P Valduriez, M Mattoso Future Generation Computer Systems 99, 624-643, 2019 | 19 | 2019 |
| Data reduction in scientific workflows using provenance monitoring and user steering R Souza, V Silva, ALGA Coutinho, P Valduriez, M Mattoso Future Generation Computer Systems 110 (September 2020), 481-501, 2017 | 18 | 2017 |
| Predicting user question in question and answer system AP Appel, A Gama Leal, RF Santos Souza US Patent App. 15/171,055, 2017 | 18 | 2017 |
| Provenance of dynamic adaptations in user-steered dataflows R Souza, M Mattoso Provenance and Annotation of Data and Processes: 7th International …, 2018 | 13 | 2018 |
| Capturing provenance for runtime data analysis in computational science and engineering applications V Silva, R Souza, J Camata, D de Oliveira, P Valduriez, ALGA Coutinho, ... Provenance and Annotation of Data and Processes: 7th International …, 2018 | 12 | 2018 |
| Parallel Execution of Workflows Driven by a Distributed Database Management System R Souza, V Silva, D de Oliveira, P Valduriez, AAB Lima, M Mattoso ACM/IEEE Supercomputing, 2015 | 12 | 2015 |
| Towards Lightweight Data Integration using Multi-workflow Provenance and Data Observability R Souza, TJ Skluzacek, SR Wilkinson, M Ziatdinov, RF da Silva 19th IEEE International Conference on e-Science, 2023 | 11 | 2023 |
| Context-aware Execution Migration Tool for Data Science Jupyter Notebooks on Hybrid Clouds RLF Cunha, LV Real, R Souza, B Silva, MAS Netto IEEE International Conference on e-Science, 2021 | 11 | 2021 |
| Towards a Human-in-the-Loop Library for Tracking Hyperparameter Tuning in Deep Learning Development R Souza, L Neves, L Azeredo, R Luiz, E Tady, P Cavalin, M Mattoso VLDB Workshop: Latin American Data Science, 2018 | 11 | 2018 |
| Ravel: a mas orchestration platform for human-chatbots conversations MG de Bayser, C Pinhanez, H Candello, M Affonso, MP Vasconcelos, ... The 6th International Workshop on Engineering Multi-Agent Systems (EMAS …, 2018 | 11 | 2018 |
| Linked open data publication strategies: Application in networking performance measurement data R Souza, L Cottrell, B White, ML Campos, M Mattoso ASE BigData/SocialCom/CyberSecurity, Stanford, CA, 2014 | 9 | 2014 |
Marta MattosoProfessor of Computer Science, COPPE, Fed University Rio de JaneiroE-mail confirmado em cos.ufrj.br