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Carlos Alberto Severiano Junior

Carlos A. Severiano

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affiliation: Universidade Federal de Minas Gerais, Department of Electrical Engineering, Belo Horizonte, Brazil

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2020 – today

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2022
[c4]
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  - conf/bracis/AstoreGJ22
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Lucas Malacarne Astore, Frederico Gadelha Guimarães, Carlos Alberto Severiano Junior:
Automatic Rule Generation for Cellular Automata Using Fuzzy Times Series Methods. BRACIS (1) 2022: 268-282
2020
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Petrônio Cândido de Lima e Silva, Carlos Alberto Severiano Junior, Marcos Antonio Alves, Rodrigo César Pedrosa Silva, Miri Weiss-Cohen, Frederico Gadelha Guimarães:
Forecasting in non-stationary environments with fuzzy time series. Appl. Soft Comput. 97(Part B): 106825 (2020)
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José Maia, Carlos Alberto Severiano Junior, Frederico Gadelha Guimarães, Cristiano Leite Castro, André Paim Lemos, Juan Camilo Fonseca Galindo, Miri Weiss-Cohen:
Evolving clustering algorithm based on mixture of typicalities for stream data mining. Future Gener. Comput. Syst. 106: 672-684 (2020)
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  - journals/corr/abs-2004-12554
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Petrônio Cândido de Lima e Silva, Carlos Alberto Severiano Junior, Marcos Antonio Alves, Rodrigo César Pedrosa Silva, Miri Weiss-Cohen, Frederico Gadelha Guimarães:
Forecasting in Non-stationary Environments with Fuzzy Time Series. CoRR abs/2004.12554 (2020)

2010 – 2019

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2018
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Marcos Antonio Alves, Petrônio Cândido de Lima e Silva, Carlos Alberto Severiano Junior, Gustavo Linhares Vieira, Frederico Gadelha Guimarães, Hossein Javedani Sadaei:
An extension of nonstationary fuzzy sets to heteroskedastic fuzzy time series. ESANN 2018
2017
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Carlos Alberto Severiano Junior, Petrônio C. L. Silva, Hossein Javedani Sadaei, Frederico Gadelha Guimarães:
Very short-term solar forecasting using fuzzy time series. FUZZ-IEEE 2017: 1-6
2016
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Carlos A. Severiano, Frederico Gadelha Guimarães, Miri Weiss-Cohen:
Very short-term solar forecasting using multi-agent system based on Extreme Learning Machines and data clustering. SSCI 2016: 1-8

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