Data-Driven Fuzzy Modelling Methodologies for Multivariable Nonlinear Systems. - Jorge Sampaio Silveira Junior; Edson Bruno Marques Costa (IEEE Conf. on Intelligent Systems, 2018)

Automatic Calibration of Forest Fire Weather Index For Independent Customizable Regions Based on Historical Records. - Jorge Sampaio Silveira Junior; João Paulo 002; Jérôme Mendes; Daniela Alves; Luís Mário Ribeiro (AIKE, 2020)

Novelty Detection for Iterative Learning of MIMO Fuzzy Systems. - Jorge Sampaio Silveira Junior; Jérôme Mendes; Rui Araújo; João Ruivo Paulo; Cristiano Premebida (INDIN, 2021)

Wildfire Spread Prediction Model Calibration Using Metaheuristic Algorithms. - Jorge Pereira; Jérôme Mendes; Jorge Sampaio Silveira Junior; Carlos Viegas 001; João Ruivo Paulo (IECON, 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 001 (Expert Syst. Appl., 2022)

Hybrid LSTM-Fuzzy System to Model a Sulfur Recovery Unit. - Jorge Sampaio Silveira Junior; Jérôme Mendes; Francisco Souza 001; Cristiano Premebida (ICINCO (2), 2023)

Survey on Deep Fuzzy Systems in Regression Applications: A View on Interpretability. - Jorge Sampaio Silveira Junior; Jérôme Mendes; Francisco Souza 001; Cristiano Premebida (Int. J. Fuzzy Syst., 2023)

Metaheuristic algorithms for calibration of two-dimensional wildfire spread prediction model. - Jorge Pereira; Jérôme Mendes; Jorge Sampaio Silveira Junior; Carlos Viegas 001; João Ruivo Paulo (Eng. Appl. Artif. Intell., 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., 2024)

Distilling Complex Knowledge Into Explainable T-S Fuzzy Systems. - Jorge Sampaio Silveira Junior; Jérôme Mendes; Francisco Souza 001; Cristiano Premebida (IEEE Trans. Fuzzy Syst., 2025)