Learning & Nonlinear Models – L&NLM – Volume 20 – Número 1

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Special Issue: Time Series Analysis and Forecasting using Computational Intelligence

Editors:
Paulo S. G. de Mattos Neto orcid
Universidade Federal de Pernambuco (UFPE)
Lattes: http://lattes.cnpq.br/4610098557429398
Roberto C. L. de Oliveira orcid
Universidade Federal do Pará (UFPA)
Lattes: http://lattes.cnpq.br/4497607460894318

 

Comparison Between Different Architectures of Multilayer Perceptron Networks for Blocking Rate Prediction in Mobile Phone Networks

    • Gabriel da Silva Melo, Bruno Andre Santos, Rogerio Martins Gomes

A Nonlinear Optimized Hybrid System For Energy Consumption Forecasting From Smart Meters

    • Emilly Pereira Alves, João Fausto Lorenzato de Oliveira, Francisco Madeiro, Manoel Henrique da Nóbrega Marinho

Missing Data in Time Series: A Review of Imputation Methods and Case Study

    • Silvana Mara Ribeiro, Cristiano Leite de Castro

Linear Models Applied to Monthly Seasonal Streamflow Series Prediction

    • Jônatas T. Belotti, Ivette Luna, José J. A. Mendes Júnior, Patrícia T. Leite Asano, Yara de Souza Tadano, Thiago Antonini Alves, Marcella S. R. Martins, Fábio L. Usberti, Sergio L. Stevan Jr., Flávio Trojan & Hugo Siqueira

Regular Issue:

A Scalable Analytics Pipeline for COVID-19 Face Mask Surveillance

    • Clayton Kossoski, Gustavo Schaefer, Gianlucca Fiori Oliveira, Heitor Silvério Lopes