| 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 | 25 | 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 | 24 | 2015 |
| 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 | 22 | 2010 |
| 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 | 17 | 2021 |
| 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 | 17 | 2018 |
| LASSO multi-objective learning algorithm for feature selection F Coelho, M Costa, M Verleysen, AP Braga Soft Computing 24 (17), 13209-13217, 2020 | 16 | 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 | 11 | 2017 |
| 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 | 10 | 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 |
| 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 | 6 | 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 | 6 | 2020 |
| Cluster homogeneity as a semi-supervised principle for feature selection using mutual information. F Coelho, A de Pádua Braga, M Verleysen ESANN, 2012 | 6 | 2012 |
| Semi-supervised relevance index for feature selection F Coelho, C Castro, AP Braga, M Verleysen Neural Computing and Applications 31, 989-997, 2019 | 3 | 2019 |
| 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 |
| 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 | 1 | 2023 |
| Uso de redes neurais RBF e GRNN para comparação de previsões de carga de longo prazo de energia elétrica EL Oliveira, CL Castro, F Coelho, RR Saldanha, S Nóbrega, LD Tavares, ... Congresso Brasileiro de Inteligência Computacional-ABRICOM, 1-6, 2015 | 1 | 2015 |
| A general approach for adaptive kernels in semi-supervised clustering SGM Almeida, FGF Coelho, FG Guimarães, AP Braga Intelligent Data Engineering and Automated Learning-IDEAL 2012: 13th …, 2012 | 1 | 2012 |
| 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 | | 2024 |
| Algoritmo de Treinamento para uma Rede SLFN com Projeção Aleatória e Margem Larga Learning Algorithm for an SLFN Network with Random Projection and Large Margin VGR Caitité, RF Neto, F Coelho, AP Braga Anais do Computer on the Beach 14, 202-208, 2023 | | 2023 |
Antônio de Pádua BragaUniversidade Federal de Minas Gerais, BrasilVerified email at ufmg.br
