| 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 | 37 | 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 | 29 | 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, 2019 | 16 | 2019 |
| 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 | 8* | 2022 |
| 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 |
| A novel approach for Fair Principal Component Analysis based on eigendecomposition GD Pelegrina, LT Duarte IEEE Transactions on Artificial Intelligence, 2023 | 5 | 2023 |
| 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 | 4 | 2022 |
| 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 |
| Shapley value-based approaches to explain the robustness of classifiers in machine learning GD Pelegrina, S Siraj arXiv preprint arXiv:2209.04254, 2022 | 3 | 2022 |
| 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 | 3 | 2020 |
| 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 |
| Muticriteria decision making based on independent component analysis: A preliminary investigation considering the TOPSIS approach GD Pelegrina, LT Duarte, JMT Romano Latent Variable Analysis and Signal Separation: 14th International …, 2018 | 2 | 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 | 2 | 2015 |
| 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 | 1* | 2023 |
| 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 | 1 | 2018 |
| 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 | | 2023 |
| 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 | | 2023 |
| Interpreting the contribution of sensors in blind source extraction by means of Shapley values GD Pelegrina, LT Duarte, M Grabisch IEEE Signal Processing Letters, 2023 | | 2023 |
| Uma nova proposta para a regressão logística com base na integral de Choquet GD Pelegrina, LT Duarte, M Grabisch Galoá, 2023 | | 2023 |
| Relações entre equidade no processo de redução de dimensionalidade e equidade em tarefas de classificação FT Yamada, GD Pelegrina, LT Duarte LIII Simpósio Brasileiro de Pesquisa Operacional (SBPO 2021), 2021 | | 2021 |
Leonardo Tomazeli DuarteAssociate Professor at University of Campinas (UNICAMP)E-mail confirmado em fca.unicamp.br
