Petrônio C. L. Silva

Publication Activity (10 Years)

Years Active: 2016-2024
Publications (10 Years): 13

Top Topics

Multivariate Time Series

Data Partitioning

Top Venues

IEEE Trans. Fuzzy Syst.

IEEE Trans. Netw. Serv. Manag.

Publications

Omid Orang, Fabricio Javier Erazo-Costa, Petrônio C. L. Silva, Guilherme de Alencar Barreto, Frederico Gadelha Guimarães
A Large Reservoir Computing Forecasting Method Based on Randomized Fuzzy Cognitive Maps. EAIS (2024)
Arthur Caio Vargas Pinto, Larissa C. C. da Silva, Petrônio C. L. Silva, Frederico G. Guimarães, Eduardo P. de Aguiar
Autonomous data partitioning for type-2 fuzzy set based time series. Evol. Syst. 15 (2) (2024)
Fabricio Javier Erazo-Costa, Petrônio C. L. Silva, Frederico Gadelha Guimarães
A Fuzzy-Probabilistic Representation Learning Method for Time Series Classification. IEEE Trans. Fuzzy Syst. 32 (5) (2024)
Omid Orang, Hugo Vinicius Bitencourt, Luiz Augusto Facury de Souza, Patrícia de Oliveira e Lucas, Petrônio C. L. Silva, Frederico Gadelha Guimarães
Multiple-Input-Multiple-Output Randomized Fuzzy Cognitive Map Method for High-Dimensional Time Series Forecasting. IEEE Trans. Fuzzy Syst. 32 (6) (2024)
Hugo Vinicius Bitencourt, Omid Orang, Luiz Augusto Facury de Souza, Petrônio C. L. Silva, Frederico Gadelha Guimarães
An embedding-based non-stationary fuzzy time series method for multiple output high-dimensional multivariate time series forecasting in IoT applications. Neural Comput. Appl. 35 (13) (2023)
Arthur Caio Vargas Pinto, Thiago E. Fernandes, Petrônio C. L. Silva, Frederico G. Guimarães, Christian Wagner, Eduardo Pestana de Aguiar
Interval type-2 fuzzy set based time series forecasting using a data-driven partitioning approach. Evol. Syst. 13 (5) (2022)
Arthur C. V. e Pinto, Petrônio C. L. Silva, Frederico G. Guimarães, Christian Wagner, Eduardo P. de Aguiar
Self-Organised Direction Aware Data Partitioning for Type-2 Fuzzy Time Series Prediction. FUZZ-IEEE (2021)
Petrônio C. L. Silva, Patrícia de Oliveira e Lucas, Hossein Javedani Sadaei, Frederico Gadelha Guimarães
Distributed Evolutionary Hyperparameter Optimization for Fuzzy Time Series. IEEE Trans. Netw. Serv. Manag. 17 (3) (2020)
Yousif Alyousifi, Mahmod Othman, Rajalingam Sokkalingam, Ibrahima Faye, Petrônio C. L. Silva
Predicting Daily Air Pollution Index Based on Fuzzy Time Series Markov Chain Model. Symmetry 12 (2) (2020)
Petrônio C. L. Silva, Paulo V. C. Batista, Helder Seixas Lima, Marcos Antonio Alves, Frederico G. Guimarães, Rodrigo C. P. Silva
COVID-ABS: An Agent-Based Model of COVID-19 Epidemic to Simulate Health and Economic Effects of Social Distancing Interventions. CoRR (2020)
Yousif Alyousifi, Mahmod Othman, Ibrahima Faye, Rajalingam Sokkalingam, Petrônio C. L. Silva
Markov Weighted Fuzzy Time-Series Model Based on an Optimum Partition Method for Forecasting Air Pollution. Int. J. Fuzzy Syst. 22 (5) (2020)
Carlos Alberto Severiano Junior, Petrônio C. L. Silva, Hossein Javedani Sadaei, Frederico Gadelha Guimarães
Very short-term solar forecasting using fuzzy time series. FUZZ-IEEE (2017)
Petrônio C. L. Silva, Hossein Javedani Sadaei, Frederico Gadelha Guimarães
Interval forecasting with Fuzzy Time Series. SSCI (2016)