Petrônio Cândido de Lima e Silva

Publication Activity (10 Years)

Years Active: 2018-2023
Publications (10 Years): 14

Top Topics

Exponential Smoothing

Multivariate Time Series

Convolutional Neural Networks

Top Venues

Publications

Omid Orang, Petrônio Cândido de Lima e Silva, Frederico Gadelha Guimarães
Time series forecasting using fuzzy cognitive maps: a survey. Artif. Intell. Rev. 56 (8) (2023)
Omid Orang, Petrônio Cândido de Lima e Silva, Rodrigo César Pedrosa Silva, Frederico Gadelha Guimarães
Randomized high order fuzzy cognitive maps as reservoir computing models: A first introduction and applications. Neurocomputing 512 (2022)
Omid Orang, Petrônio Cândido de Lima e Silva, Frederico Gadelha Guimarães
Time Series Forecasting Using Fuzzy Cognitive Maps: A Survey. CoRR (2022)
Rafael R. C. Silva, Walmir Matos Caminhas, Petrônio Cândido de Lima e Silva, Frederico Gadelha Guimarães
A C4.5 Fuzzy Decision Tree Method for Multivariate Time Series Forecasting. FUZZ-IEEE (2021)
Breno Costa Dolabela Dias, Hossein Javedani Sadaei, Petrônio Cândido de Lima e Silva, Frederico Gadelha Guimarães
Aggregation of Sentiment Analysis Index with Hesitant Fuzzy Sets for Financial Time Series Forecasting. AIIoT (2021)
Matheus Cascalho dos Santos, Frederico Gadelha Guimarães, Petrônio Cândido de Lima e Silva
High-dimensional Multivariate Time Series Forecasting using Self-Organizing Maps and Fuzzy Time Series. FUZZ-IEEE (2021)
Hugo Vinicius Bitencourt, Luiz Augusto Facury de Souza, Matheus Cascalho dos Santos, Petrônio Cândido de Lima e Silva, Frederico Gadelha Guimarães
Combining Embeddings and Fuzzy Time Series for High-Dimensional Time Series Forecasting in Internet of Energy Applications. CoRR (2021)
Omid Orang, Rodrigo Silva, Petrônio Cândido de Lima e Silva, Frederico Gadelha Guimarães
Solar Energy Forecasting With Fuzzy Time Series Using High-Order Fuzzy Cognitive Maps. FUZZ-IEEE (2020)
Petrônio Cândido de Lima e Silva, Carlos Alberto Severiano Junior, Marcos Antonio Alves, Rodrigo Silva, Miri Weiss-Cohen, Frederico Gadelha Guimarães
Forecasting in non-stationary environments with fuzzy time series. Appl. Soft Comput. 97 (Part B) (2020)
Petrônio Cândido de Lima e Silva, Hossein Javedani Sadaei, Rosangela Ballini, Frederico Gadelha Guimarães
Probabilistic Forecasting With Fuzzy Time Series. IEEE Trans. Fuzzy Syst. 28 (8) (2020)
Patrícia de Oliveira e Lucas, Marcos Antonio Alves, Petrônio Cândido de Lima e Silva, Frederico Gadelha Guimarães
Reference evapotranspiration time series forecasting with ensemble of convolutional neural networks. Comput. Electron. Agric. 177 (2020)
Petrônio Cândido de Lima e Silva, Carlos Alberto Severiano Junior, Marcos Antonio Alves, Rodrigo Silva, Miri Weiss-Cohen, Frederico Gadelha Guimarães
Forecasting in Non-stationary Environments with Fuzzy Time Series. CoRR (2020)
Petrônio Cândido de Lima e Silva, Patrícia de Oliveira e Lucas, Frederico Gadelha Guimarães
A Distributed Algorithm for Scalable Fuzzy Time Series. GPC (2019)
Marcos Antonio Alves, Petrônio Cândido de Lima e Silva, Carlos Alberto Severiano Junior, Gustavo Linhares Vieira, Frederico Gadelha Guimarães, Hossein Javedani Sadaei
An extension of nonstationary fuzzy sets to heteroskedastic fuzzy time series. ESANN (2018)