Jorge Sampaio Silveira Junior

According to our database, Jorge Sampaio Silveira Junior authored at least 10 papers between 2018 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2025

Distilling Complex Knowledge Into Explainable T-S Fuzzy Systems.

Jorge Sampaio Silveira Junior, Jérôme Mendes, Francisco Souza, Cristiano Premebida

IEEE Trans. Fuzzy Syst., March, 2025

2024

Assessing interpretability of data-driven fuzzy models: Application in industrial regression problems.

Jorge Sampaio Silveira Junior, Carlos Gaspar, Jérôme Mendes, Cristiano Premebida

Expert Syst. J. Knowl. Eng., December, 2024

Metaheuristic algorithms for calibration of two-dimensional wildfire spread prediction model.

Jorge Pereira, Jérôme Mendes, Jorge Sampaio Silveira Junior, Carlos Viegas, João Ruivo Paulo

Eng. Appl. Artif. Intell., 2024

2023

Survey on Deep Fuzzy Systems in Regression Applications: A View on Interpretability.

Jorge Sampaio Silveira Junior, Jérôme Mendes, Francisco Souza, Cristiano Premebida

Int. J. Fuzzy Syst., October, 2023

Hybrid LSTM-Fuzzy System to Model a Sulfur Recovery Unit.

Jorge Sampaio Silveira Junior, Jérôme Mendes, Francisco Souza, Cristiano Premebida

Proceedings of the 20th International Conference on Informatics in Control, 2023

2022

Automatic forest fire danger rating calibration: Exploring clustering techniques for regionally customizable fire danger classification.

Jorge Sampaio Silveira Junior, João Ruivo Paulo, Jérôme Mendes, Daniela Alves, Luís Mário Ribeiro, Carlos Viegas

Expert Syst. Appl., 2022

Wildfire Spread Prediction Model Calibration Using Metaheuristic Algorithms.

Jorge Pereira, Jérôme Mendes, Jorge Sampaio Silveira Junior, Carlos Viegas, João Ruivo Paulo

Proceedings of the IECON 2022, 2022

2021

Novelty Detection for Iterative Learning of MIMO Fuzzy Systems.

Jorge Sampaio Silveira Junior, Jérôme Mendes, Rui Araújo, João Ruivo Paulo, Cristiano Premebida

Proceedings of the 19th IEEE International Conference on Industrial Informatics, 2021

2020

Automatic Calibration of Forest Fire Weather Index For Independent Customizable Regions Based on Historical Records.

Jorge Sampaio Silveira Junior, João Paulo, Jérôme Mendes, Daniela Alves, Luís Mário Ribeiro

Proceedings of the 3rd IEEE International Conference on Artificial Intelligence and Knowledge Engineering, 2020

2018

Data-Driven Fuzzy Modelling Methodologies for Multivariable Nonlinear Systems.

Jorge Sampaio Silveira Junior, Edson Bruno Marques Costa

Proceedings of the 9th IEEE International Conference on Intelligent Systems, 2018