Publications

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

Journal article DOI 10.1080/18756891.2016.1204120 Google Scholar

Trend modelling with artificial neural networks. Case study: Operating zones identification for higher SO3 incorporation in cement clinker

RN Lima, GM de Almeida, AP Braga, M Cardoso

Engineering Applications of Artificial Intelligence 54, 17-25

Journal article DOI 10.1016/j.engappai.2016.05.002 Google Scholar

Sequential selection of variables using short permutation procedures and multiple adjustments: An application to genomic data

M Azevedo Costa, T de Souza Rodrigues, AGF Da Costa, R Natowicz, …

Statistical methods in medical research 26 (2), 997-1020

Journal article DOI 10.1177/0962280214566262 Google Scholar

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

Conference paper DOI 10.21528/cbic2015-149 Google Scholar

A parameterless mixture model for large margin classification

LCB Torres, CL Castro, AP Braga

2015 International Joint Conference on Neural Networks (IJCNN), 1-6

Conference paper DOI 10.1109/ijcnn.2015.7280782 Google Scholar

A ranking approach for probe selection and classification of microarray data with artificial neural networks

AWC Faria, AM Da Silva, T de Souza Rodrigues, MA Costa, AP Braga

Journal of Computational Biology 22 (10), 953-961

Journal article DOI 10.1089/cmb.2013.0125 Google Scholar

Avaliação da Técnica de Casamento de Imagens para Navegação Autônoma de VANTs

CAO Silva, GAM Goltz, EH Shiguemori, CL de Castro, …

12º Congresso Brasileiro de Inteligência Computacional

Conference paper DOI 10.21528/cbic2015-055 Google Scholar

Computing molecular signatures as optima of a bi-objective function: method and application to prediction in oncogenomics

V Gardeux, R Chelouah, MFB Wanderley, P Siarry, AP Braga, F Reyal, …

Cancer informatics 14, CIN. S21111

Journal article DOI 10.4137/cin.s21111 Google Scholar

Dataset structure as prior information for parameter-free regularization of extreme learning machines

LJ Silvestre, AP Lemos, JP Braga, AP Braga

Neurocomputing 169, 288-294

Journal article DOI 10.1016/j.neucom.2014.11.080 Google Scholar

Distance-based large margin classifier suitable for integrated circuit implementation

LCB Torres, CL Castro, F Coelho, FS Torres, AP Braga

Electronics Letters 51 (24), 1967-1969

Journal article DOI 10.1049/el.2015.1644 Google Scholar

Stream-based extreme learning machine approach for big data problems

EG Horta, CL Castro, AP Braga

Mathematical Problems in Engineering 2015

Journal article DOI 10.1155/2015/126452 Google Scholar

Análise de Métodos Construtivos, Busca Local e Metaheurísticas para o Problema de Seleção de Características

HP Rocha, RWS Ladeira, A de Pádua Braga

Conference paper DOI 10.21528/cbic2015-091 Google Scholar

Classificador Incremental de Margem Larga com Memoria Parcial via Grafo de Gabriel

MVF Diadelmo, LCB Torres, V Bittencourt, FG Guimaraes, CL Castro, …

Conference paper DOI 10.21528/cbic2015-152 Google Scholar

A geometrical approach for parameter selection of radial basis functions networks

LCB Torres, AP Lemos, CL Castro, AP Braga

International Conference on Artificial Neural Networks, 531-538

Conference paper DOI 10.1007/978-3-319-11179-7_67 Google Scholar

A maximum margin-based kernel width estimator and its application to the response to neoadjuvant chemotherapy

MFB Wanderley, LCB Torres, R Natowicz, AP Braga

Revista Brasileira de Engenharia Biomédica 30 (1), 17-26

Journal article DOI 10.4322/rbeb.2014.007 Google Scholar

A new training algorithm using artificial neural networks to classify gender-specific dynamic gait patterns

A Andrade, M Costa, L Paolucci, A Braga, F Pires, H Ugrinowitsch, …

Computer methods in biomechanics and biomedical engineering 18 (4), 382-390

Journal article DOI 10.1080/10255842.2013.803081 Google Scholar

Aprendizado semissupervisionado com extreme learning machines e matrizes de afinidade

LJ Silvestre, AP Braga

dados 1, 1

Conference paper DOI 10.21528/cbic2013-109 Google Scholar

A new fuzzy clustering validity index based on fuzzy proximity matrices

RX Valente, AP Braga, W Pedrycz

2013 BRICS Congress on Computational Intelligence and 11th Brazilian …

Conference paper DOI 10.1109/brics-cci-cbic.2013.87 Google Scholar

Artificial neural networks and ranking approach for probe selection and classification of microarray data

AM Silva, AWC Faria, T de Souza Rodrigues, MA Costa, …

2013 BRICS Congress on Computational Intelligence and 11th Brazilian …

Conference paper DOI 10.1109/brics-cci-cbic.2013.105 Google Scholar

Comorbidity of depression and anxiety: association with poor quality of life in type 1 and 2 diabetic patients

ACC de Ornelas Maia, A de Azevedo Braga, F Paes, S Machado, …

Clinical practice and epidemiology in mental health: CP & EMH 9, 136

Journal article DOI 10.2174/1745017901309010136 Google Scholar