Petrônio Cândido de Lima e Silva

instituto federal do norte de minas gerais (ifnmg)

14H指数

59论文数

1.5K被引数

收录论文 13

发表时间

Automated forecasting model leveraging large reservoirs of randomized fuzzy cognitive maps 利用大型随机模糊认知图库的自动化预测模型

Evolving Systems

IF2.7

2025-11-11

PREAI

Omid Orang; Fabricio J. Erazo-Costa; Petrônio C. L. Silva; Guilherme de Alencar Barreto; Frederico Gadelha Guimarães

Sociodemographic and political factors associated with COVID-19 mortality in Brazilian municipalities across three years: An approach supported by Gaussian Mixture clustering 与社会人口统计和政治因素相关联的巴西市镇三年COVID-19死亡率：一种基于高斯混合聚类的分析方法

Spatial and Spatio-temporal Epidemiology

IF1.7

2025-11-01

PREAI

Lima, Helder Seixas; De Lima e Silva, Petronio Candido; Meira Jr, Wagner; Tupinambas, Unai; Costa, Marcelo Azevedo; Guimaraes, Frederico Gadelha

Time Series Classification Using Federated Convolutional Neural Networks and Image-Based Representations

IEEE ACCESS

IF3.6

2025-01-01

OAAI

Silva, Felipe A. R.; Orang, Omid; Javier Erazo-Costa, Fabricio; Silva, Petronio C. L.; Barros, Pedro H.; Ferreira, Ricardo P. M.; Gadelha Guimaraes, Frederico

Multiple-Input-Multiple-Output Randomized Fuzzy Cognitive Map Method for High-Dimensional Time Series Forecasting

IEEE TRANSACTIONS ON FUZZY SYSTEMS

IF11.9

2024-06-01

PREAI

Orang, Omid; Bitencourt, Hugo Vinicius; de Souza, Luiz Augusto Facury; Lucas, Patricia de Oliveira; Silva, Petronio C. L.; Guimaraes, Frederico Gadelha

A Fuzzy-Probabilistic Representation Learning Method for Time Series Classification

IEEE TRANSACTIONS ON FUZZY SYSTEMS

IF11.9

2024-05-01

PREAI

Erazo-Costa, Fabricio Javier; Silva, Petronio C. L.; Guimaraes, Frederico Gadelha

Combining embeddings and fuzzy time series for high-dimensional time series forecasting in internet of energy applications?

ENERGY

IF9.4

2023-05-01

PREAI

Bitencourt, Hugo Vinicius; de Souza, Luiz Augusto Facury; dos Santos, Matheus Cascalho; Silva, Rodrigo; de Lima e Silva, Petronio Candido; Guimaraes, Frederico Gadelha

Randomized high order fuzzy cognitive maps as reservoir computing models: A first introduction and applications

NEUROCOMPUTING

IF6.5

2022-11-01

PREAI

Orang, Omid; de Lima e Silva, Petronio Candido; Silva, Rodrigo; Guimaraes, Frederico Gadelha

Evolving fuzzy time series for spatio-temporal forecasting in renewable energy systems 用于可再生能源系统时空预测的演化模糊时间序列

RENEWABLE ENERGY

IF9.1

2021-06-01

PREAI

Severiano, Carlos A.; de Lima e Silva, Petronio Candido; Cohen, Miri Weiss; Guimaraes, Frederico Gadelha

Forecasting in non-stationary environments with fuzzy time series

APPLIED SOFT COMPUTING

IF6.6

2020-12-01

OAAI

de Lima e Silva, Petronio Candido; Severiano Junior, Carlos Alberto; Alves, Marcos Antonio; Silva, Rodrigo; Cohen, Miri Weiss; Guimaraes, Frederico Gadelha

Reference evapotranspiration time series forecasting with ensemble of convolutional neural networks

COMPUTERS AND ELECTRONICS IN AGRICULTURE

IF8.9

2020-10-01

PREAI

de Oliveira e Lucas, Patricia; Alves, Marcos Antonio; de Lima e Silva, Petronio Candido; Guimaraes, Frederico Gadelha

Probabilistic Forecasting With Fuzzy Time Series 基于模糊时间序列的概率预测

IEEE TRANSACTIONS ON FUZZY SYSTEMS

IF11.9

2020-08-01

PREAI

de Lima Silva, Petronio Candido; Sadaei, Hossein Javedani; Ballini, Rosangela; Guimaraes, Frederico Gadelha