Autonomous data partitioning for type-2 fuzzy set based time series
Vargas Pinto, Arthur C., da Silva, Larissa C. C., Silva, Petrônio C. L., Guimarães, Frederico G., de Aguiar, Eduardo P.
Published in Evolving systems (01.04.2024)
Published in Evolving systems (01.04.2024)
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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
COVID-ABS: An agent-based model of COVID-19 epidemic to simulate health and economic effects of social distancing interventions
Silva, Petrônio C.L., Batista, Paulo V.C., Lima, Hélder S., Alves, Marcos A., Guimarães, Frederico G., Silva, Rodrigo C.P.
Published in Chaos, solitons and fractals (01.10.2020)
Published in Chaos, solitons and fractals (01.10.2020)
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Journal Article
Interval type-2 fuzzy set based time series forecasting using a data-driven partitioning approach
Pinto, Arthur Caio Vargas, Fernandes, Thiago Esterci, Silva, Petrônio C. L., Guimarães, Frederico G., Wagner, Christian, Pestana de Aguiar, Eduardo
Published in Evolving systems (01.10.2022)
Published in Evolving systems (01.10.2022)
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Journal Article
Predicting Daily Air Pollution Index Based on Fuzzy Time Series Markov Chain Model
Alyousifi, Yousif, Othman, Mahmod, Sokkalingam, Rajalingam, Faye, Ibrahima, Silva, Petronio C. L.
Published in Symmetry (Basel) (01.02.2020)
Published in Symmetry (Basel) (01.02.2020)
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Journal Article
COVID-ABS: An Agent-Based Model of COVID-19 Epidemic to Simulate Health and Economic Effects of Social Distancing Interventions
Silva, Petrônio C L, Batista, Paulo V C, Lima, Hélder S, Alves, Marcos A, Guimarães, Frederico G, Silva, Rodrigo C P
Published in arXiv.org (08.07.2020)
Published in arXiv.org (08.07.2020)
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Paper
Journal Article
Self-Organised Direction Aware Data Partitioning for Type-2 Fuzzy Time Series Prediction
e Pinto, Arthur C. V., Silva, Petronio C. L., Guimaraes, Frederico G., Wagner, Christian, de Aguiar, Eduardo P.
Published in 2021 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE) (11.07.2021)
Published in 2021 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE) (11.07.2021)
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Conference Proceeding
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
Interval forecasting with Fuzzy Time Series
Silva, Petronio C. L., Sadaei, Hossein Javedani, Guimaraes, Frederico Gadelha
Published in 2016 IEEE Symposium Series on Computational Intelligence (SSCI) (01.12.2016)
Published in 2016 IEEE Symposium Series on Computational Intelligence (SSCI) (01.12.2016)
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Conference Proceeding