| A mutual information estimator for continuous and discrete variables applied to feature selection and classification problems F Coelho, AP Braga, M Verleysen International Journal of Computational Intelligence Systems 9 (4), 726-733, 2016 | 27 | 2016 |
| Distance‐based large margin classifier suitable for integrated circuit implementation LCB Torres, CL Castro, F Coelho, F Sill Torres, AP Braga Electronics Letters 51 (24), 1967-1969, 2015 | 27 | 2015 |
| Fault localization method for power distribution systems based on gated graph neural networks JT de Freitas, FGF Coelho Electrical Engineering 103 (5), 2259-2266, 2021 | 26 | 2021 |
| Multi-objective semi-supervised feature selection and model selection based on Pearson’s correlation coefficient F Coelho, AP Braga, M Verleysen Progress in Pattern Recognition, Image Analysis, Computer Vision, and …, 2010 | 23 | 2010 |
| LASSO multi-objective learning algorithm for feature selection F Coelho, M Costa, M Verleysen, AP Braga Soft Computing 24 (17), 13209-13217, 2020 | 22 | 2020 |
| A Proactive Restoration Strategy for Optical Cloud Networks Based on Failure Predictions C Natalino, F Coelho, G Lacerda, A Braga, L Wosinska, P Monti 2018 20th International Conference on Transparent Optical Networks (ICTON), 1-5, 2018 | 20 | 2018 |
| Large Margin Gaussian Mixture Classifier With a Gabriel Graph Geometric Representation of Data Set Structure LCB TORRES, CL CASTRO, F Coelho, AP BRAGA IEEE Transactions on Neural Networks and Learning Systems 1, 1-7, 2020 | 15 | 2020 |
| MILKDE: A new approach for multiple instance learning based on positive instance selection and kernel density estimation AWC Faria, FGF Coelho, AM Silva, HP Rocha, GM Almeida, AP Lemos, ... Engineering Applications of Artificial Intelligence 59, 196-204, 2017 | 12 | 2017 |
| Enhancing Performance of Gabriel Graph-Based Classifiers by a Hardware Co-Processor for Embedded System Applications J Arias-Garcia, A Mafra, L Gade, F Coelho, C Castro, L Torres, A Braga IEEE Transactions on Industrial Informatics 17 (2), 1186-1196, 2020 | 8 | 2020 |
| Enhancing Performance of Gabriel Graph-Based Classifiers by a Hardware Co-Processor for Embedded System Applications J Arias-Garcia, A Mafra, L Gade, F Coelho, C Castro, L Torres, A Braga IEEE Transactions on Industrial Informatics 17 (2), 1186-1196, 2020 | 8 | 2020 |
| Semi-supervised model applied to the prediction of the response to preoperative chemotherapy for breast cancer F Coelho, AP Braga, R Natowicz, R Rouzier Soft Computing 15, 1137-1144, 2011 | 8 | 2011 |
| Overcoming class imbalance in drug discovery problems: Graph neural networks and balancing approaches RL Almeida, VG Maltarollo, FGF Coelho Journal of Molecular Graphics and Modelling 126, 108627, 2024 | 5 | 2024 |
| Cluster homogeneity as a semi-supervised principle for feature selection using mutual information. F Coelho, A de Pádua Braga, M Verleysen ESANN, 2012 | 5 | 2012 |
| Semi-supervised relevance index for feature selection F Coelho, C Castro, AP Braga, M Verleysen Neural Computing and Applications 31, 989-997, 2019 | 4 | 2019 |
| RBF Neural Networks Design with Graph Based Structural Information from Dominating Sets M Queiroz, F Coelho, LCB Torres, FV Campos, G Lara, W Alvarenga, ... Neural Processing Letters 55 (4), 4719-4733, 2023 | 3 | 2023 |
| Improved Design for Hardware Implementation of Graph-Based Large Margin Classifiers for Embedded Edge Computing J Arias-Garcia, AC de Souza, L Gade, J Yudi, F Coelho, CL Castro, ... IEEE Transactions on Neural Networks and Learning Systems 35 (1), 1320-1329, 2022 | 3 | 2022 |
| A graph of gabriel approach for large margin classifiers LC Torres, F Coelho, CL Castro, AP Braga LA-CCI-The Latin American Congress on Computational Intelligence Co-located …, 2014 | 3 | 2014 |
| Modelo semi-supervisionado aplicado à previsão da eficiência da Quimioterapia Neoadjuvante no tratamento de Câncer de Mama FGF Coelho Universidade Federal de Minas Gerais, 2009 | 3 | 2009 |
| Explainability Analysis of a Machine Learning Model for Industrial Applications RG Durãaes, TT Salis, FGF Coelho, A de Pádua Braga 2022 International Conference on Electrical, Computer and Energy …, 2022 | 2 | 2022 |
| Data Augmentation Strategies for Music Composition using Generative Adversarial Networks M Bitarães, F Guimarães, F Coelho Congresso Brasileiro de Automática-CBA 3 (1), 2022 | 1 | 2022 |
Antônio de Pádua BragaUniversidade Federal de Minas Gerais, BrasilVerified email at ufmg.br