Search Results for author: Renato L. F. Cunha

Found 5 papers, 1 papers with code

Context-aware Execution Migration Tool for Data Science Jupyter Notebooks on Hybrid Clouds

no code implementations1 Jul 2021 Renato L. F. Cunha, Lucas V. Real, Renan Souza, Bruno Silva, Marco A. S. Netto

Interactive computing notebooks, such as Jupyter notebooks, have become a popular tool for developing and improving data-driven models.

DeepDownscale: a Deep Learning Strategy for High-Resolution Weather Forecast

no code implementations15 Aug 2018 Eduardo R. Rodrigues, Igor Oliveira, Renato L. F. Cunha, Marco A. S. Netto

Running high-resolution physical models is computationally expensive and essential for many disciplines.

Using link and content over time for embedding generation in Dynamic Attributed Networks

1 code implementation17 Jul 2018 Ana Paula Appel, Renato L. F. Cunha, Charu C. Aggarwal, Marcela Megumi Terakado

In this work, we consider the problem of combining link, content and temporal analysis for community detection and prediction in evolving networks.

Community Detection Question Answering

A Scalable Machine Learning System for Pre-Season Agriculture Yield Forecast

no code implementations25 Jun 2018 Igor Oliveira, Renato L. F. Cunha, Bruno Silva, Marco A. S. Netto

Yield forecast is essential to agriculture stakeholders and can be obtained with the use of machine learning models and data coming from multiple sources.

Determining Song Similarity via Machine Learning Techniques and Tagging Information

no code implementations12 Apr 2017 Renato L. F. Cunha, Evandro Caldeira, Luciana Fujii

We conclude that tf-idf achieves better results than Word2Vec to model the dataset to feature vectors.

Recommendation Systems

Cannot find the paper you are looking for? You can Submit a new open access paper.