| Blind source separation and feature extraction in concurrent control charts pattern recognition: Novel analyses and a comparison of different methods GD Pelegrina, LT Duarte, C Jutten Computers & Industrial Engineering 92, 105-114, 2016 | 41 | 2016 |
| Application of independent component analysis and TOPSIS to deal with dependent criteria in multicriteria decision problems GD Pelegrina, LT Duarte, JMT Romano Expert Systems with Applications 112, 262-280, 2019 | 39 | 2019 |
| The multilinear model in multicriteria decision making: The case of 2-additive capacities and contributions to parameter identification GD Pelegrina, LT Duarte, M Grabisch, JMT Romano European Journal of Operational Research 282, 945-956, 2020 | 30 | 2020 |
| A k-additive Choquet integral-based approach to approximate the SHAP values for local interpretability in machine learning GD Pelegrina, LT Duarte, M Grabisch Artificial Intelligence 325, 104014, 2023 | 28 | 2023 |
| A novel approach for fair principal component analysis based on eigendecomposition GD Pelegrina, LT Duarte IEEE Transactions on Artificial Intelligence 5 (3), 1195-1206, 2023 | 15 | 2023 |
| Analysis of trade-offs in fair principal component analysis based on multi-objective optimization GD Pelegrina, RDB Brotto, LT Duarte, R Attux, JMT Romano 2022 International Joint Conference on Neural Networks (IJCNN), 1-8, 2022 | 10* | 2022 |
| Dealing with redundancies among criteria in multicriteria decision making through independent component analysis GD Pelegrina, LT Duarte, M Grabisch, JMT Romano Computers & Industrial Engineering 169, 108171, 2022 | 10 | 2022 |
| Shapley value-based approaches to explain the quality of predictions by classifiers GD Pelegrina, S Siraj IEEE Transactions on Artificial Intelligence, 2024 | 7* | 2024 |
| A statistical approach to detect disparity prone features in a group fairness setting GD Pelegrina, M Couceiro, LT Duarte AI and Ethics, 1-14, 2023 | 6* | 2023 |
| A multi-objective approach for blind source extraction GD Pelegrina, LT Duarte 2016 IEEE Sensor Array and Multichannel Signal Processing Workshop (SAM), 1-5, 2016 | 6 | 2016 |
| Interpreting the contribution of sensors in blind source extraction by means of Shapley values GD Pelegrina, LT Duarte, M Grabisch IEEE Signal Processing Letters 30, 878-882, 2023 | 5 | 2023 |
| An unsupervised capacity identification approach based on sobol’indices GD Pelegrina, LT Duarte, M Grabisch, JMT Romano International Conference on Modeling Decisions for Artificial Intelligence …, 2020 | 4 | 2020 |
| Application of multi-objective optimization to blind source separation GD Pelegrina, R Attux, LT Duarte Expert Systems with Applications 131, 60-70, 2019 | 4 | 2019 |
| Critical analysis of AI indicators in terms of weighting and aggregation approaches R Pelissari, B Campello, GD Pelegrina, R Suyama, LT Duarte Brazilian Conference on Intelligent Systems, 385-399, 2023 | 3 | 2023 |
| A Multi-Objective Approach for Post-Nonlinear Source Separation and its Application to Ion-Selective Electrodes GD Pelegrina, LT Duarte IEEE Transactions on Circuits and Systems II: Express Briefs 65 (12), 2067 …, 2018 | 3 | 2018 |
| Um modelo de programação linear inteira para a tomada de decisão de manutenção preventiva ARS Picanço, GD Pelegrina, C Torezzan, AL da Silva XLVII Simpósio Brasileiro de Pesquisa Operacional, 1449-1460, 2015 | 3 | 2015 |
| A novel unsupervised capacity identification approach to deal with redundant criteria in multicriteria decision making problems GD Pelegrina, LT Duarte IEEE Transactions on Fuzzy Systems 32 (12), 7196-7201, 2024 | 2 | 2024 |
| A preprocessing Shapley value-based approach to detect relevant and disparity prone features in machine learning GD Pelegrina, M Couceiro, LT Duarte Proceedings of the 2024 ACM Conference on Fairness, Accountability, and …, 2024 | 2 | 2024 |
| Multicriteria decision making: Dealing with criteria interactions by means of latent variable analysis GD Pelegrina, LT Duarte, M Grabisch, JMT Romano Galoá, 2021 | 2 | 2021 |
| Multilinear model: New issues in capacity identification GD Pelegrina, M Grabisch, LT Duarte, MT Romano From Multiple Criteria Decision Aid to Preference Learning (DA2PL’2018 …, 2018 | 2 | 2018 |
Leonardo Tomazeli DuarteAssociate Professor at University of Campinas (UNICAMP)E-mail confirmado em fca.unicamp.br
