Publications

Novel cost-sensitive approach to improve the multilayer perceptron performance on imbalanced data

CL Castro, AP Braga

IEEE transactions on neural networks and learning systems 24 (6), 888-899

Journal article DOI 10.1109/tnnls.2013.2246188 Google Scholar

Projeto de redes rbf baseado na estrutura dos dados e em informaçoes de margem

LC Torres, AP Lemos, CL Castro, AP Braga

Computational Intelligence, 1-7

Conference paper DOI 10.21528/cbic2013-327 Google Scholar

Transdiagnostic treatment using a unified protocol: application for patients with a range of comorbid mood and anxiety disorders

ACC Maia, AA Braga, CA Nunes, AE Nardi, AC Silva

Trends in psychiatry and psychotherapy 35 (2), 134-140

Journal article DOI 10.1590/s2237-60892013000200007 Google Scholar

Treinamento Multi-Objetivo de Redes Neurais Artificiais Baseado em Coordenadas Esféricas

HP Rocha, MA Costa, AP Braga

1st BRICS Countries Congress and 11th Brazilian Congress on Computational …

Conference paper DOI 10.21528/cbic2013-075 Google Scholar

A New Oversampling-Based Approach for Class Imbalance Problem

AWC Faria, CL de Castro, A de Pádua Braga

Conference paper DOI 10.21528/cbic2013-020 Google Scholar

Behavior Exploration for Model Selection of Image Based Result Quantification of Newly Developed HIV, HCV and FOB Lateral Flow Device Tests

CM Fontes, A de Pádua Braga

Conference paper DOI 10.21528/cbic2013-289 Google Scholar

Seleçao de Arquiteturas Neurais Autoassociativas pela Afinidade entre Matrizes

D Pinto, AP Lemos, AP Braga

Conference paper DOI 10.21528/cbic2013-088 Google Scholar

A computational geometry approach for pareto-optimal selection of neural networks

LCB Torres, CL Castro, AP Braga

International Conference on Artificial Neural Networks, 100-107

Conference paper DOI 10.1007/978-3-642-33266-1_13 Google Scholar

A general approach for adaptive kernels in semi-supervised clustering

SGM Almeida, FGF Coelho, FG Guimarães, AP Braga

International Conference on Intelligent Data Engineering and Automated …

Conference paper DOI 10.1007/978-3-642-32639-4_62 Google Scholar

Convergence analysis of sliding mode trajectories in multi-objective neural networks learning

MA Costa, AP Braga, BR De Menezes

Neural networks 33, 21-31

Journal article DOI 10.1016/j.neunet.2012.04.006 Google Scholar

Improving ANNs performance on unbalanced data with an AUC-based learning algorithm

CL Castro, AP Braga

International Conference on Artificial Neural Networks, 314-321

Conference paper DOI 10.1007/978-3-642-33266-1_39 Google Scholar

Information storage and retrieval analysis of hierarchically coupled associative memories

RM Gomes, AP Braga, HE Borges

Information Sciences 195, 175-189

Journal article DOI 10.1016/j.ins.2012.01.036 Google Scholar

Emergence of synchronicity in a self-organizing spiking neuron network: an approach via genetic algorithms

GE Soares, HE Borges, RM Gomes, GM Zeferino, AP Braga

Natural Computing 11 (3), 405-413

Journal article DOI 10.1007/s11047-011-9288-3 Google Scholar

COP-KMEANS E CLUSTERING SEMI-SUPERVISIONADO ATRAV ES DE RESTRIC OES

E Teixeira, A Braga, H Yehia

Conference paper DOI 10.21528/cbic2011-002 Google Scholar

Aprendizado supervisionado com conjuntos de dados desbalanceados

CL Castro, AP Braga

Sba: Controle & Automação Sociedade Brasileira de Automatica 22 (5), 441-466

Journal article DOI 10.1590/s0103-17592011000500002 Google Scholar

ESTRAT EGIA DE DECIS AO BASEADA EM MARGEM PARA O APRENDIZADO MULTIOBJETIVO DE REDES NEURAIS

LCB Torres, CL Castro, AP Braga

Conference paper DOI 10.21528/cbic2011-37.4 Google Scholar

Gradient descent decomposition for multi-objective learning

MA Costa, AP Braga

International Conference on Intelligent Data Engineering and Automated …

Conference paper DOI 10.1007/978-3-642-23878-9_45 Google Scholar

Protein classification with Extended-sequence coding by sliding window

T de Souza Rodrigues, FC Cardoso, SMR Teixeira, SC Oliveira, AP Braga

IEEE/ACM Transactions on Computational Biology and Bioinformatics 8 (6 …

Journal article DOI 10.1109/tcbb.2011.78 Google Scholar

Black and gray-box identification of a hydraulic pumping system

BHG Barbosa, LA Aguirre, CB Martinez, AP Braga

IEEE Transactions on control systems technology 19 (2), 398-406

Journal article DOI 10.1109/tcst.2010.2042600 Google Scholar

Seleção clonal de características rankeadas por filtros univariados para classificação de tipos de leucemia aguda

HP Rocha, AP Braga

Proceedings Seminário Interno da disciplina de Técnicas Clássicas de …

Conference paper DOI 10.21528/cbic2011-30.4 Google Scholar