Search Results for author: Rafael T. Sousa

Found 2 papers, 0 papers with code

Improving Irregularly Sampled Time Series Learning with Dense Descriptors of Time

no code implementations20 Mar 2020 Rafael T. Sousa, Lucas A. Pereira, Anderson S. Soares

Supervised learning with irregularly sampled time series have been a challenge to Machine Learning methods due to the obstacle of dealing with irregular time intervals.

BIG-bench Machine Learning Time Series +1

Predicting Diabetes Disease Evolution Using Financial Records and Recurrent Neural Networks

no code implementations23 Nov 2018 Rafael T. Sousa, Lucas A. Pereira, Anderson S. Soares

In this paper we describe the first half of a work-in-progress developed within a health plan provider with ROC curve ranging from 0. 81 to 0. 83.

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