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Universidade Federal de Ouro Preto: Ouro Preto, BR

2012-09-20 to present | Assistant Professor (Computer Science)
Employment
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Fernanda Sumika Hojo de Souza

Works (14)

Machine learning predicted emission of water-stable CdTe quantum dots

The Journal of Chemical Physics
2023-11-14 | Journal article
DOI: 10.1063/5.0170957
Contributors: André Felipe Vale Fonseca; Cintia Ellen Giarola; Thais Adriany de Souza Carvalho; Fernanda Sumika Hojo de Souza; Marco Antônio Schiavon
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Profile and Outcomes of Hospitalized COVID-19 Patients during the Prevalence of the Omicron Variant According to the Brazilian Regions: A Retrospective Cohort Study from 2022

Vaccines
2023-10-05 | Journal article
DOI: 10.3390/vaccines11101568
Contributors: Pedro Dutra Drummond; Daniel Bortot de Salles; Natália Satchiko Hojo de Souza; Daniela Carine Ramires Oliveira; Daniel Ludovico Guidoni; Fernanda Sumika Hojo de Souza
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Risks of Adverse Outcomes for Hospitalized COVID-19 Patients during the Four Waves in Brazil According to SARS-CoV-2 Variants, Age Group, and Vaccine Status

Viruses
2023-09-26 | Journal article
DOI: 10.3390/v15101997
Contributors: Natália Satchiko Hojo-Souza; Waasila Jassat; Daniel Ludovico Guidoni; Fernanda Sumika Hojo de Souza
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Clinical symptom profile of hospitalized COVID-19 Brazilian patients according to SARS-CoV-2 variants

Epidemiology and Health
2023-08-28 | Journal article
DOI: 10.4178/epih.e2023079
Contributors: Natália Satchiko Hojo-Souza; Vander Luis de Souza Freitas; Daniel Ludovico Guidoni; Fernanda Sumika Hojo de Souza
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An Urban Traffic Management System based on Vehicle Cooperation

IEEE Latin America Transactions
2023-03 | Journal article
DOI: 10.1109/TLA.2023.10068848
Contributors: Thiago S. Gomides; Robson E. De Grande; Rickson S. Pereira; Rodolfo I. Meneguette; Fernanda S.H. de Souza; Daniel L. Guidoni
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Modeling and Analysis of Different Reconfiguration Strategies for Virtual Network Function Placement and Chaining with Service Classes Identification

IEEE Latin America Transactions
2023-03 | Journal article
DOI: 10.1109/TLA.2023.10068852
Contributors: Samuel Araujo; Fernanda Souza; Geraldo Mateus
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Predictive Congestion Control based on Collaborative Information Sharing for Vehicular Ad hoc Networks

Computer Networks
2022-07 | Journal article
DOI: 10.1016/j.comnet.2022.108955
Contributors: Thiago S. Gomides; Robson E. De Grande; Rodolfo I. Meneguette; Fernanda S.H de Souza; Daniel L. Guidoni
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A hybrid optimization-Machine Learning approach for the VNF placement and chaining problem

Computer Networks
2021-11 | Journal article
DOI: 10.1016/j.comnet.2021.108474
Contributors: Samuel M.A. Araújo; Fernanda S.H. de Souza; Geraldo R. Mateus
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Second wave of COVID-19 in Brazil: younger at higher risk

European Journal of Epidemiology
2021-04-21 | Journal article
DOI: 10.1007/s10654-021-00750-8
Contributors: Fernanda Sumika Hojo de Souza; Natália Satchiko Hojo-Souza; Cristiano Maciel da Silva; Daniel Ludovico Guidoni
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On the analysis of mortality risk factors for hospitalized COVID-19 patients: A data-driven study using the major Brazilian database

PLOS ONE
2021-03-18 | Journal article
DOI: 10.1371/journal.pone.0248580
Contributors: Fernanda Sumika Hojo de Souza; Francesco Di Gennaro; Natália Satchiko Hojo-Souza; Ben Dêivide de Oliveira Batista; Cristiano Maciel da Silva; Daniel Ludovico Guidoni
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Vehicular Traffic Management Based on Traffic Engineering for Vehicular Ad Hoc Networks

IEEE Access
2020 | Journal article
DOI: 10.1109/ACCESS.2020.2978700
Contributors: Daniel L. Guidoni; Guilherme Maia; Fernanda S. H. Souza; Leandro A. Villas; Antonio A. F. Loureiro
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On the Analysis of Mortality Risk Factors for Hospitalized COVID-19 Patients: a Data-driven Study Using the Major Brazilian Database

2020-09-25 | Other
DOI: 10.1101/2020.09.24.20200766
Contributors: Fernanda Sumika Hojo de Souza; Natália Satchiko Hojo-Souza; Ben Dêivide de Oliveira Batista; Cristiano Maciel da Silva; Daniel Ludovico Guidoni
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Crossref

An adaptive and Distributed Traffic Management System using Vehicular Ad-hoc Networks

Computer Communications
2020-06 | Journal article
DOI: 10.1016/j.comcom.2020.05.027
Contributors: Thiago S. Gomides; Robson E. De Grande; Allan M. de Souza; Fernanda S.H. Souza; Leandro A. Villas; Daniel L. Guidoni
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Predicting the disease outcome in COVID-19 positive patients through Machine Learning: a retrospective cohort study with Brazilian data

2020-06-28 | Other
DOI: 10.1101/2020.06.26.20140764
Contributors: Fernanda Sumika Hojo de Souza; Natália Satchiko Hojo-Souza; Edimilson Batista dos Santos; Cristiano Maciel da Silva; Daniel Ludovico Guidoni
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