Petrônio C. L. Silva

21 papers B 2Journal 13Unranked 6
YearRankTypeTitle / Venue / Authors
2025 J jnl
A Multistep Multivariate Fuzzy-Based Time-Series Forecasting on Internet of Things Data.
IEEE Internet Things J.
Hugo Vinicius Bitencourt, Patrícia de Oliveira e Lucas, Omid Orang, Petrônio C. L. Silva, Frederico Gadelha Guimarães
2025 J jnl
Automated forecasting model leveraging large reservoirs of randomized fuzzy cognitive maps.
Evol. Syst.
Omid Orang, Fabricio Javier Erazo-Costa, Petrônio C. L. Silva, Guilherme de Alencar Barreto, Frederico Gadelha Guimarães
2025 J jnl
Causal Graph Fuzzy LLMs: A First Introduction and Applications in Time Series Forecasting.
CoRR
Omid Orang, Patrícia de Oliveira e Lucas, Gabriel I. F. Paiva, Petrônio C. L. Silva, Felipe Augusto Rocha da Silva, Adriano Alonso Veloso, Frederico Gadelha Guimarães
2025 — conf
Driver Maneuver Classification Based on Multivariate Fuzzy Time Series.
FUZZ
Petrônio C. L. Silva, Omid Orang, Felipe Augusto Rocha da Silva, Pedro H. S. S. Barros, Heitor S. Ramos, Frederico Gadelha Guimarães
2025 — conf
Enhanced Forecasting Model Using Transformers, Extended Long-Short-Term Memory, and Randomized Fuzzy Cognitive Maps.
BRACIS (1)
Omid Orang, Petrônio C. L. Silva, Frederico G. Guimarães
2025 J jnl
Time Series Classification Using Federated Convolutional Neural Networks and Image-Based Representations.
IEEE Access
Felipe A. R. da Silva, Omid Orang, Fabricio Javier Erazo-Costa, Petrônio C. L. Silva, Pedro H. S. S. Barros, Ricardo Poley Martins Ferreira, Frederico Gadelha Guimarães
2024 J jnl
A Fuzzy-Probabilistic Representation Learning Method for Time Series Classification.
IEEE Trans. Fuzzy Syst.
Fabricio Javier Erazo-Costa, Petrônio C. L. Silva, Frederico Gadelha Guimarães
2024 — conf
A Large Reservoir Computing Forecasting Method Based on Randomized Fuzzy Cognitive Maps.
EAIS
Omid Orang, Fabricio Javier Erazo-Costa, Petrônio C. L. Silva, Guilherme de Alencar Barreto, Frederico Gadelha Guimarães
2024 — conf
A weighted multivariate fuzzy time series method for multiple output high-dimensional time series forecasting in IoT applications.
LA-CCI
Hugo Vinicius Bitencourt, Patrícia de Oliveira e Lucas, Omid Orang, Petrônio C. L. Silva, Frederico Gadelha Guimarães
2024 J jnl
Autonomous data partitioning for type-2 fuzzy set based time series.
Evol. Syst.
Arthur Caio Vargas Pinto, Larissa C. C. da Silva, Petrônio C. L. Silva, Frederico G. Guimarães, Eduardo P. de Aguiar
2024 J jnl
Multiple-Input-Multiple-Output Randomized Fuzzy Cognitive Map Method for High-Dimensional Time Series Forecasting.
IEEE Trans. Fuzzy Syst.
Omid Orang, Hugo Vinicius Bitencourt, Luiz Augusto Facury de Souza, Patrícia de Oliveira e Lucas, Petrônio C. L. Silva, Frederico Gadelha Guimarães
2024 — conf
Traffic Forecasting Using Federated Randomized High-Order Fuzzy Cognitive Maps.
BRACIS (2)
Omid Orang, Felipe A. R. da Silva, Petrônio C. L. Silva, Pedro H. S. S. Barros, Heitor S. Ramos, Frederico G. Guimarães
2023 J jnl
An embedding-based non-stationary fuzzy time series method for multiple output high-dimensional multivariate time series forecasting in IoT applications.
Neural Comput. Appl.
Hugo Vinicius Bitencourt, Omid Orang, Luiz Augusto Facury de Souza, Petrônio C. L. Silva, Frederico Gadelha Guimarães
2022 J jnl
Interval type-2 fuzzy set based time series forecasting using a data-driven partitioning approach.
Evol. Syst.
Arthur Caio Vargas Pinto, Thiago E. Fernandes, Petrônio C. L. Silva, Frederico G. Guimarães, Christian Wagner, Eduardo Pestana de Aguiar
2021 B conf
Self-Organised Direction Aware Data Partitioning for Type-2 Fuzzy Time Series Prediction.
FUZZ-IEEE
Arthur Caio Vargas Pinto, Petrônio C. L. Silva, Frederico G. Guimarães, Christian Wagner, Eduardo P. de Aguiar
2020 J jnl
COVID-ABS: An Agent-Based Model of COVID-19 Epidemic to Simulate Health and Economic Effects of Social Distancing Interventions.
CoRR
Petrônio C. L. Silva, Paulo V. C. Batista, Helder Seixas Lima, Marcos Antonio Alves, Frederico G. Guimarães, Rodrigo C. P. Silva
2020 J jnl
Distributed Evolutionary Hyperparameter Optimization for Fuzzy Time Series.
IEEE Trans. Netw. Serv. Manag.
Petrônio C. L. Silva, Patrícia de Oliveira e Lucas, Hossein Javedani Sadaei, Frederico Gadelha Guimarães
2020 J jnl
Markov Weighted Fuzzy Time-Series Model Based on an Optimum Partition Method for Forecasting Air Pollution.
Int. J. Fuzzy Syst.
Yousif Alyousifi, Mahmod Othman, Ibrahima Faye, Rajalingam Sokkalingam, Petrônio C. L. Silva
2020 J jnl
Predicting Daily Air Pollution Index Based on Fuzzy Time Series Markov Chain Model.
Symmetry
Yousif Alyousifi, Mahmod Othman, Rajalingam Sokkalingam, Ibrahima Faye, Petrônio C. L. Silva
2017 B conf
Very short-term solar forecasting using fuzzy time series.
FUZZ-IEEE
Carlos Alberto Severiano Junior, Petrônio C. L. Silva, Hossein Javedani Sadaei, Frederico Gadelha Guimarães
2016 — conf
Interval forecasting with Fuzzy Time Series.
SSCI
Petrônio C. L. Silva, Hossein Javedani Sadaei, Frederico Gadelha Guimarães