no code implementations • 19 Jul 2021 • Daniel Lima, Catharine Graves, Marco Gutierrez, Bruno Brandoli, Jose Rodrigues-Jr
Magnetic resonance imaging (MRI) is a widely known medical imaging technique used to assess the heart function.
no code implementations • 27 Jun 2021 • Nader Zare, Bruno Brandoli, Mahtab Sarvmaili, Amilcar Soares, Stan Matwin
We designed our model based on Deep Deterministic Policy Gradient, local view maker, and planner.
no code implementations • 31 Aug 2020 • Bruno Brandoli, Gabriel Spadon, Travis Esau, Patrick Hennessy, Andre C. P. L. Carvalho, Jose F. Rodrigues-Jr, Sihem Amer-Yahia
Pesticide application has been heavily used in the cultivation of major crops, contributing to the increase of crop production over the past decades.
1 code implementation • 28 Aug 2020 • Gabriel Spadon, Shenda Hong, Bruno Brandoli, Stan Matwin, Jose F. Rodrigues-Jr, Jimeng Sun
Time-series forecasting is one of the most active research topics in artificial intelligence.
no code implementations • 7 Apr 2020 • Lucas May Petry, Amilcar Soares, Vania Bogorny, Bruno Brandoli, Stan Matwin
The global expansion of maritime activities and the development of the Automatic Identification System (AIS) have driven the advances in maritime monitoring systems in the last decade.
no code implementations • 10 Sep 2019 • Jose F. Rodrigues-Jr, Gabriel Spadon, Bruno Brandoli, Sihem Amer-Yahia
Our results demonstrate significant improvements in automated medical prognosis, as measured with Recall@k. We summarize our experience as a set of relevant insights for the design of Deep Learning architectures.