Fernanda Sumika Hojo de Souza

ORCID

Publication Activity (10 Years)

Years Active: 2014-2023
Publications (10 Years): 13

Top Venues

Federal University of Minas Gerais,, Brazil (PHD)

Education History

Federal University of Minas Gerais,, Brazil

PHD

Publications

Cristiano Maciel da Silva, João Fernando Machry Sarubbi, Somayeh Mokhtari, Leonardo Alvarenga L. Santos, Lucas Diniz Silva, Fernanda Sumika Hojo de Souza, Daniel Ludovico Guidoni, José Marcos Silva Nogueira
RAGE: A novel strategy for solving non-polynomial problems through the random generation of solutions and incremental reduction of the number of candidates: A case study applied to the design of the network infrastructure for connected vehicles. Expert Syst. Appl. 213 (Part) (2023)
Eduardo Cardoso Melo, Fernanda Sumika Hojo de Souza
Improving the prediction of school dropout with the support of the semi-supervised learning approach. Braz. J. Inf. Syst. 16 (1) (2023)
Thiago S. Gomides, Robson E. De Grande, Rodolfo Ipolito Meneguette, Fernanda Sumika Hojo de Souza, Daniel L. Guidoni
Predictive Congestion Control based on Collaborative Information Sharing for Vehicular Ad hoc Networks. Comput. Networks 211 (2022)
Samuel Moreira Abreu Araújo, Fernanda Sumika Hojo de Souza, Geraldo Robson Mateus
On the analysis of online and periodic virtual network embedding in multi-domain environments. Int. J. Netw. Virtual Organisations 24 (1) (2021)
Samuel Moreira Abreu Araújo, Fernanda Sumika Hojo de Souza, Geraldo R. Mateus
A hybrid optimization-Machine Learning approach for the VNF placement and chaining problem. Comput. Networks 199 (2021)
Cristiano M. Silva, Fernanda Sumika Hojo de Souza, Andreas Pitsillides, Daniel L. Guidoni
Solutions for the Deployment of Communication Roadside Infrastructure for Streaming Delivery in Vehicular Networks. J. Netw. Syst. Manag. 29 (3) (2021)
Fernanda Sumika Hojo de Souza, Natália Satchiko Hojo-Souza, Edimilson Batista dos Santos, Cristiano Maciel da Silva, Daniel Ludovico Guidoni
Predicting the Disease Outcome in COVID-19 Positive Patients Through Machine Learning: A Retrospective Cohort Study With Brazilian Data. Frontiers Artif. Intell. 4 (2021)
Samuel Moreira Abreu Araújo, Fernanda Sumika Hojo de Souza, Geraldo Robson Mateus
Alocação de Recursos para Redes Virtuais com Seleção de Método de Resolução via Aprendizado de Máquina. SBRC (2020)
Samuel Moreira Abreu Araújo, Fernanda Sumika Hojo de Souza, Geraldo R. Mateus
A Composition Selection Mechanism for Chaining and Placement of Virtual Network Functions. CNSM (2019)
Thiago S. Gomides, Massilon L. Fernandes, Fernanda Sumika Hojo de Souza, Leandro Villas, Daniel L. Guidoni
FIRE-NRD: A Fully-Distributed and Vanets-Based Traffic Management System for Next Road Decision. DCOSS (2019)
Samuel Moreira Abreu Araújo, Daniel Ludovico Guidoni, Fernanda Sumika Hojo de Souza, Geraldo Robson Mateus
Managing virtual network embedding through reconfiguration and expansion. Simul. 95 (11) (2019)
Renan Pereira Araujo, Fernanda Sumika Hojo de Souza, Jo Ueyama, Leandro Aparecido Villas, Daniel Ludovico Guidoni
On the Analysis of Newman & Watts and Kleinberg Small World Models in Wireless Sensor Networks. NCA (2015)
Samuel Moreira Abreu Araújo, Daniel L. Guidoni, Fernanda Sumika Hojo de Souza
A Metaheuristic Approach for the Virtual Network Embedding Problem_. NCA (2015)
Alexandre Salles da Cunha, Fernanda Sumika Hojo de Souza
Finding Totally Independent Spanning Trees with Linear Integer Programming. ISCO (2014)
Braulio Antonio Mesquita Souza, Daniel Ludovico Guidoni, Fernanda Sumika Hojo de Souza, Geraldo Robson Mateus
Topological Design of Resilient Heterogeneous Networks with QoS. SBRC (2014)

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Publication Activity (10 Years)

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Fernanda Sumika Hojo de Souza