Time series forecasting using fuzzy cognitive maps: a survey
Orang, Omid, de Lima e Silva, Petrônio Cândido, Guimarães, Frederico Gadelha
Published in The Artificial intelligence review (01.08.2023)
Published in The Artificial intelligence review (01.08.2023)
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Journal Article
Multiple-Input-Multiple-Output Randomized Fuzzy Cognitive Map Method for High-Dimensional Time Series Forecasting
Orang, Omid, Bitencourt, Hugo Vinicius, de Souza, Luiz Augusto Facury, Lucas, Patricia de Oliveira, Silva, Petronio C. L., Guimaraes, Frederico Gadelha
Published in IEEE transactions on fuzzy systems (01.06.2024)
Published in IEEE transactions on fuzzy systems (01.06.2024)
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Journal Article
An embedding-based non-stationary fuzzy time series method for multiple output high-dimensional multivariate time series forecasting in IoT applications
Bitencourt, Hugo Vinicius, Orang, Omid, de Souza, Luiz Augusto Facury, Silva, Petrônio C. L., Guimarães, Frederico Gadelha
Published in Neural computing & applications (01.05.2023)
Published in Neural computing & applications (01.05.2023)
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Journal Article
Solar Energy Forecasting With Fuzzy Time Series Using High-Order Fuzzy Cognitive Maps
Orang, Omid, Silva, Rodrigo, de Lima e Silva, Petronio Candido, Guimaraes, Frederico Gadelha
Published in 2020 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE) (01.07.2020)
Published in 2020 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE) (01.07.2020)
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Conference Proceeding
Time Series Forecasting Using Fuzzy Cognitive Maps: A Survey
Orang, Omid, Silva, Petrônio Cândido de Lima e, Guimarães, Frederico Gadelha
Year of Publication 06.01.2022
Year of Publication 06.01.2022
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Journal Article
A Large Reservoir Computing Forecasting Method Based on Randomized Fuzzy Cognitive Maps
Orang, Omid, Erazo-Costa, Fabricio J., Silva, Petronio C. L., de Alencar Barreto, Guilherme, Guimaraes, Frederico Gadelha
Published in 2024 IEEE International Conference on Evolving and Adaptive Intelligent Systems (EAIS) (23.05.2024)
Published in 2024 IEEE International Conference on Evolving and Adaptive Intelligent Systems (EAIS) (23.05.2024)
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Conference Proceeding