COVID-ABS: An agent-based model of COVID-19 epidemic to simulate health and economic effects of social distancing interventions PCL Silva, PVC Batista, HS Lima, MA Alves, FG Guimarães, RCP Silva Chaos, Solitons & Fractals 139, 110088, 2020 | 494 | 2020 |
Short-term load forecasting by using a combined method of convolutional neural networks and fuzzy time series HJ Sadaei, PCL Silva, FG Guimarães, MH Lee Energy, 2019 | 250 | 2019 |
Probabilistic Forecasting With Fuzzy Time Series PCL Silva, HJ Sadaei, R Ballini, FG Guimarães IEEE Transactions on Fuzzy Systems 28 (8), 1771 - 1784, 2019 | 87 | 2019 |
Reference evapotranspiration time series forecasting with ensemble of convolutional neural networks PO e Lucas, MA Alves, PCL e Silva, FG Guimaraes Computers and electronics in agriculture 177, 105700, 2020 | 52 | 2020 |
Evolving Fuzzy Time Series for Spatio-temporal Forecasting in Renewable Energy Systems CA Severiano, PCL Silva, MW Cohen, FG Guimarães Renewable Energy, 2021 | 50 | 2021 |
Very short-term solar forecasting using fuzzy time series CA Severiano, PCL Silva, HJ Sadaei, FG Guimarães Fuzzy Systems (FUZZ-IEEE), 2017 IEEE International Conference on, 1-6, 2017 | 50 | 2017 |
Markov Weighted Fuzzy Time-Series Model Based on an Optimum Partition Method for Forecasting Air Pollution Y Alyousifi, M Othman, I Faye, R Sokkalingam, PCL Silva International Journal of Fuzzy Systems, 2020 | 39 | 2020 |
Forecasting in non-stationary environments with fuzzy time series PCL e Silva, CAS Junior, MA Alves, R Silva, MW Cohen, FG Guimarães Applied Soft Computing 97, 106825, 2020 | 37 | 2020 |
Predicting daily air pollution index based on fuzzy time series markov chain model Y Alyousifi, M Othman, R Sokkalingam, I Faye, PCL Silva Symmetry 12 (2), 293, 2020 | 35 | 2020 |
pyFTS: Fuzzy Time Series for Python PCL Silva https://doi.org/10.5281/zenodo.597359, 2018 | 32* | 2018 |
Scalable Models For Probabilistic Forecasting With Fuzzy Time Series PCL Silva Universidade Federal de Minas Gerais, 2019 | 27 | 2019 |
Time Series Forecasting Using Fuzzy Cognitive Maps: A Survey O Orang, PCL Silva, FG Guimarães | 26 | 2022 |
Distributed evolutionary hyperparameter optimization for fuzzy time series PCL Silva, PO e Lucas, HJ Sadaei, FG Guimarães IEEE Transactions on Network and Service Management 17 (3), 1309-1321, 2020 | 26 | 2020 |
Interval forecasting with fuzzy time series PCL Silva, HJ Sadaei, FG Guimaraes 2016 IEEE Symposium Series on Computational Intelligence (SSCI), 1-8, 2016 | 26 | 2016 |
Probabilistic Forecasting with Seasonal Ensemble Fuzzy Time-Series PCL Silva, MA Alves, CAJ Severiano, GL Vieira, FG Guimarães, ... XIII Brazilian Congress on Computational Intelligence, 2017 | 17 | 2017 |
Solar energy forecasting with fuzzy time series using high-order fuzzy cognitive maps O Orang, R Silva, PCL e Silva, FG Guimarães 2020 IEEE international conference on fuzzy systems (FUZZ-IEEE), 1-8, 2020 | 16 | 2020 |
A Distributed Algorithm for Scalable Fuzzy Time Series PCL Silva, PO Lucas, FG Guimarães International Conference on Green, Pervasive, and Cloud Computing, 42-56, 2019 | 13 | 2019 |
An extension of nonstationary fuzzy sets to heteroskedastic fuzzy time series MA Alves, PCL Silva, CAJ Severiano, GL Vieira, FG Guimaraes, ... 26th European Symposium on Artificial Neural Networks, Computational …, 2018 | 10 | 2018 |
Combining embeddings and fuzzy time series for high-dimensional time series forecasting in internet of energy applications HV Bitencourt, LAF Souza, MC Santos, R Silva, PCL Silva, FG Guimarães Energy 271, 2023 | 9 | 2023 |
A New Granular Approach for Multivariate Forecasting PCL Silva, CA Severiano Jr., MA Alves, MW Cohen, FG Guimarães Computational Neuroscience. LAWCN 2019. 1, 2019 | 9* | 2019 |