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Guilherme Dean Pelegrina
Guilherme Dean Pelegrina
Pós-doutorado Faculdade de Ciências Aplicadas da Universidade Estadual de Campinas
Verified email at unicamp.br
Title
Cited by
Cited by
Year
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
372016
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
322019
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
202019
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
9*2022
A novel approach for Fair Principal Component Analysis based on eigendecomposition
GD Pelegrina, LT Duarte
IEEE Transactions on Artificial Intelligence, 2023
82023
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
62023
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
62016
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
52022
Shapley value-based approaches to explain the quality of predictions by classifiers
GD Pelegrina, S Siraj
IEEE Transactions on Artificial Intelligence, 2024
4*2024
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
42023
Application of multi-objective optimization to blind source separation
GD Pelegrina, R Attux, LT Duarte
Expert Systems with Applications 131, 60-70, 2019
42019
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
3*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
32020
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
32018
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
32015
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
22023
Multicriteria decision making: Dealing with criteria interactions by means of latent variable analysis
GD Pelegrina, LT Duarte, M Grabisch, JMT Romano
Galoá, 2021
22021
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
22018
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
22018
A novel unsupervised capacity identification approach to deal with redundant criteria in multicriteria decision making problems
GD Pelegrina, LT Duarte
Authorea Preprints, 2024
12024
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