Petronio Cândido de Lima e Silva
Petronio Cândido de Lima e Silva
Other namesPetronio Cândido de Lima Silva, Petronio Cândido Lima e Silva, Petronio Cândido Lima Silva
IFNMG - Instituto Federal do Norte de Minas Gerais
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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
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
Probabilistic Forecasting With Fuzzy Time Series
PCL Silva, HJ Sadaei, R Ballini, FG Guimarães
IEEE Transactions on Fuzzy Systems 28 (8), 1771 - 1784, 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
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
Evolving Fuzzy Time Series for Spatio-temporal Forecasting in Renewable Energy Systems
CA Severiano, PCL Silva, MW Cohen, FG Guimarães
Renewable Energy, 2021
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
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
pyFTS: Fuzzy Time Series for Python
PCL Silva, 2018
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
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
Scalable Models For Probabilistic Forecasting With Fuzzy Time Series
PCL Silva
Universidade Federal de Minas Gerais, 2019
Interval forecasting with fuzzy time series
PCL Silva, HJ Sadaei, FG Guimaraes
2016 IEEE Symposium Series on Computational Intelligence (SSCI), 1-8, 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
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
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
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
A New Granular Approach for Multivariate Forecasting
PCL Silva, CA Severiano Jr., MA Alves, MW Cohen, FG Guimarães
Computational Neuroscience. LAWCN 2019. 1, 2019
Time Series Forecasting Using Fuzzy Cognitive Maps: A Survey
O Orang, PCL Silva, FG Guimarães
An embedding-based non-stationary fuzzy time series method for multiple output high-dimensional multivariate time series forecasting in IoT applications
HV Bitencourt, O Orang, LAF de Souza, PCL Silva, FG Guimarães
Neural Computing and Applications 35 (13), 9407-9420, 2023
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