Petrônio Cândido de Lima e Silva

15 papers B 4C 1Journal 9Unranked 1
YearRankTypeTitle / Venue / Authors
2023 J jnl
Time series forecasting using fuzzy cognitive maps: a survey.
Artif. Intell. Rev.
Omid Orang, Petrônio Cândido de Lima e Silva, Frederico Gadelha Guimarães
2022 J jnl
Introducing Randomized High Order Fuzzy Cognitive Maps as Reservoir Computing Models: A Case Study in Solar Energy and Load Forecasting.
CoRR
Omid Orang, Petrônio Cândido de Lima e Silva, Frederico Gadelha Guimarães
2022 J jnl
Randomized high order fuzzy cognitive maps as reservoir computing models: A first introduction and applications.
Neurocomputing
Omid Orang, Petrônio Cândido de Lima e Silva, Rodrigo Silva, Frederico Gadelha Guimarães
2022 J jnl
Time Series Forecasting Using Fuzzy Cognitive Maps: A Survey.
CoRR
Omid Orang, Petrônio Cândido de Lima e Silva, Frederico Gadelha Guimarães
2021 B conf
A C4.5 Fuzzy Decision Tree Method for Multivariate Time Series Forecasting.
FUZZ-IEEE
Rafael R. C. Silva, Walmir Matos Caminhas, Petrônio Cândido de Lima e Silva, Frederico Gadelha Guimarães
2021 — conf
Aggregation of Sentiment Analysis Index with Hesitant Fuzzy Sets for Financial Time Series Forecasting.
AIIoT
Breno Costa Dolabela Dias, Hossein Javedani Sadaei, Petrônio Cândido de Lima e Silva, Frederico Gadelha Guimarães
2021 J jnl
Combining Embeddings and Fuzzy Time Series for High-Dimensional Time Series Forecasting in Internet of Energy Applications.
CoRR
Hugo Vinicius Bitencourt, Luiz Augusto Facury de Souza, Matheus Cascalho dos Santos, Petrônio Cândido de Lima e Silva, Frederico Gadelha Guimarães
2021 B conf
High-dimensional Multivariate Time Series Forecasting using Self-Organizing Maps and Fuzzy Time Series.
FUZZ-IEEE
Matheus Cascalho dos Santos, Frederico Gadelha Guimarães, Petrônio Cândido de Lima e Silva
2020 J jnl
Forecasting in Non-stationary Environments with Fuzzy Time Series.
CoRR
Petrônio Cândido de Lima e Silva, Carlos Alberto Severiano Junior, Marcos Antonio Alves, Rodrigo Silva, Miri Weiss-Cohen, Frederico Gadelha Guimarães
2020 J jnl
Forecasting in non-stationary environments with fuzzy time series.
Appl. Soft Comput.
Petrônio Cândido de Lima e Silva, Carlos Alberto Severiano Junior, Marcos Antonio Alves, Rodrigo Silva, Miri Weiss-Cohen, Frederico Gadelha Guimarães
2020 J jnl
Probabilistic Forecasting With Fuzzy Time Series.
IEEE Trans. Fuzzy Syst.
Petrônio Cândido de Lima e Silva, Hossein Javedani Sadaei, Rosangela Ballini, Frederico Gadelha Guimarães
2020 J jnl
Reference evapotranspiration time series forecasting with ensemble of convolutional neural networks.
Comput. Electron. Agric.
Patrícia de Oliveira e Lucas, Marcos Antonio Alves, Petrônio Cândido de Lima e Silva, Frederico Gadelha Guimarães
2020 B conf
Solar Energy Forecasting With Fuzzy Time Series Using High-Order Fuzzy Cognitive Maps.
FUZZ-IEEE
Omid Orang, Rodrigo Silva, Petrônio Cândido de Lima e Silva, Frederico Gadelha Guimarães
2019 C conf
A Distributed Algorithm for Scalable Fuzzy Time Series.
GPC
Petrônio Cândido de Lima e Silva, Patrícia de Oliveira e Lucas, Frederico Gadelha Guimarães
2018 B conf
An extension of nonstationary fuzzy sets to heteroskedastic fuzzy time series.
ESANN
Marcos Antonio Alves, Petrônio Cândido de Lima e Silva, Carlos Alberto Severiano Junior, Gustavo Linhares Vieira, Frederico Gadelha Guimarães, Hossein Javedani Sadaei