| Stconvs2s: Spatiotemporal convolutional sequence to sequence network for weather forecasting R Castro, YM Souto, E Ogasawara, F Porto, E Bezerra Neurocomputing 426, 285-298, 2021 | 88 | 2021 |
| A spatiotemporal ensemble approach to rainfall forecasting YM Souto, F Porto, AM Moura, E Bezerra 2018 International Joint Conference on Neural Networks (IJCNN), 1-8, 2018 | 20 | 2018 |
| Automatic caching decision for scientific dataflow execution in apache spark VM Gottin, E Pacheco, J Dias, AEM Ciarlini, B Costa, W Vieira, YM Souto, ... Proceedings of the 5th ACM SIGMOD Workshop on Algorithms and Systems for …, 2018 | 17 | 2018 |
| In-memory dataflow execution with dynamic placement of cache operations VM Gottin, FAM Porto, YM Souto US Patent 10,802,975, 2020 | 11 | 2020 |
| Djensemble: a cost-based selection and allocation of a disjoint ensemble of spatio-temporal models R Pereira, Y Souto, A Chaves, R Zorilla, B Tsan, F Rusu, E Ogasawara, ... Proceedings of the 33rd International Conference on Scientific and …, 2021 | 6 | 2021 |
| A Conceptual Vision Toward the Management of Machine Learning Models. DNR da Silva, A Simões, C Cardoso, DEM de Oliveira, JN Rittmeyer, ... ER Forum/Posters/Demos, 15-27, 2019 | 3 | 2019 |
| Automatic placement of cache operations for complex in-memory dataflows VM Gottin, EJP Condori, JF Dias, AEM Ciarlini, BC da Cunha Costa, ... US Patent 10,324,845, 2019 | 2 | 2019 |
| Dataflow execution time estimation for in-memory distributed processing framework VM Gottin, JF Dias, EJP Condori, AEM Ciarlini, BC da Cunha Costa, ... US Patent 10,901,782, 2021 | | 2021 |
| In-memory dataflow execution with dynamic placement of cache operations and action execution ordering VM Gottin, FAM Porto, YM Souto US Patent 10,698,821, 2020 | | 2020 |
| DJEnsemble: On the Selection of a Disjoint Ensemble of Deep Learning Black-Box Spatio-temporal Models YM Souto, R Pereira, R Zorrilla, A Chaves, B Tsan, F Rusu, E Ogasawara, ... arXiv preprint arXiv:2005.11093, 2020 | | 2020 |
| SUQ2: Uncertainty Quantification Queries over Large Spatio-temporal Simulations. NM Lemus, F Porto, YM Souto, RS Pereira, J Liu, E Pacciti, P Valduriez IEEE Data Eng. Bull. 43 (1), 47-59, 2020 | | 2020 |
| Managing Uncertainty in Spatio-Temporal Series Y Souto, AM Moura, F Porto Anais do IX Brazilian e-Science Workshop, 31-40, 2015 | | 2015 |
