Publications

Correlation between hospitalized patients’ demographics, symptoms, comorbidities, and COVID-19 pandemic in Bahia, Brazil

Published in PLoS ONE, 2020
Publication type: Journal

In this paper, we provide a retrospective cohort study with patients that have been hospitalized for general or intensive care unit admission due to COVID-19, between March 3 and July 29, 2020, in the state of Bahia, Brazil. We aim to correlate those patients’ demographics, symptoms and comorbidities, with the risk of mortality from COVID-19, length of hospital stay, and time from diagnosis to definitive outcome.

Recommended citation: Macedo MCF, Pinheiro IM, Carvalho CJL, Fraga HCJR, Araujo IPC, Montes SS, et al. (2020) "Correlation between hospitalized patients’ demographics, symptoms, comorbidities, and COVID-19 pandemic in Bahia, Brazil." PLoS ONE 15(12): e0243966. https://doi.org/10.1371/journal.pone.0243966 Download.

AlphaB3 – Expert Advisor using Artificial Neural Networks and Genetic Algorithms to Predict Stock Market Trends

Published in Regional School of Computing Bahia, Alagoas, and Sergipe, 2018
Publication type: Conference

This article describes the steps for creating an Expert Advisor (EA) called AlphaB3, specialized in stock trading in the Brazilian financial market.

Recommended citation: Machado, Aline; Carvalho, Caio; Souza, Antonio; Macedo, Márcio. (2018). "AlphaB3 – Expert Advisor using Artificial Neural Networks and Genetic Algorithms to Predict Stock Market Trends." Proceedings of the 18th Regional School of Computing Bahia, Alagoas, and Sergipe. p. 258-267. Download.