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 | 257 | 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 | 88 | 2019 |
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 | 52 | 2017 |
Evolving Fuzzy Time Series for Spatio-temporal Forecasting in Renewable Energy Systems CA Severiano, PCL Silva, MW Cohen, FG Guimarães Renewable Energy, 2021 | 49 | 2021 |
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 | 49 | 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 | 38 | 2020 |
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 | 38 | 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 |
Time Series Forecasting Using Fuzzy Cognitive Maps: A Survey O Orang, PCL Silva, FG Guimarães | 29 | 2022 |
Interval forecasting with fuzzy time series PCL Silva, HJ Sadaei, FG Guimaraes 2016 IEEE Symposium Series on Computational Intelligence (SSCI), 1-8, 2016 | 27 | 2016 |
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 |
Scalable Models For Probabilistic Forecasting With Fuzzy Time Series PCL Silva Universidade Federal de Minas Gerais, 2019 | 26 | 2019 |
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 | 18 | 2020 |
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 |
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 C4. 5 Fuzzy Decision Tree Method for Multivariate Time Series Forecasting RRC Silva, WM Caminhas, PCL Silva, FG Guimarães 2021 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE), 1-6, 2021 | 9 | 2021 |