Guilherme Dean Pelegrina

A k-additive Choquet integral-based approach to approximate the SHAP values for local interpretability in machine learning

Guilherme Dean Pelegrina, Leonardo Tomazeli Duarte, Michel Grabisch · Artificial Intelligence · 2023 · 50 citations · Full text

Engineering, Machine Learning, Computational Learning Theory +12

The multilinear model in multicriteria decision making: The case of 2-additive capacities and contributions to parameter identification

Guilherme Dean Pelegrina, Leonardo Tomazeli Duarte, Michel Grabisch et al. · European Journal of Operational Research · 2019 · 34 citations · Full text

Economics, Multicriteria Decision Making, Behavioral Decision Making +15

Blind source separation and feature extraction in concurrent control charts pattern recognition: Novel analyses and a comparison of different methods

Guilherme Dean Pelegrina, Leonardo Tomazeli Duarte, Christian Jutten · Computers & Industrial Engineering · 2015 · 30 citations · Full text

Source Separation, Engineering, Concurrent Control +8

Application of independent component analysis and TOPSIS to deal with dependent criteria in multicriteria decision problems

Guilherme Dean Pelegrina, Leonardo Tomazeli Duarte, João Marcos Travassos Romano · Expert Systems with Applications · 2019 · 30 citations · Full text

Fuzzy Multi-criteria Decision-making, Fuzzy Logic, Engineering +12

Dealing with redundancies among criteria in multicriteria decision making through independent component analysis

Guilherme Dean Pelegrina, Leonardo Tomazeli Duarte, Michel Grabisch et al. · Computers & Industrial Engineering · 2022 · 16 citations

Reliability, Fuzzy Multi-criteria Decision-making, Parallel Analysis +14