Publications

The use of coevolution and the artificial immune system for ensemble learning

BHG Barbosa, LT Bui, HA Abbass, LA Aguirre, AP Braga

Soft Computing 15 (9), 1735-1747

Journal article DOI 10.1007/s00500-010-0613-z Google Scholar

Affinity-Matrix representation of spike train activities in the early visual pathway

C Fontes, AL Turchetti-Maia, J Baron, AP Braga

2010 Annual International Conference of the IEEE Engineering in Medicine and …

Conference paper DOI 10.1109/iembs.2010.5626723 Google Scholar

An efficient multi-objective learning algorithm for RBF neural network

I Kokshenev, AP Braga

Neurocomputing 73 (16-18), 2799-2808

Journal article DOI 10.1016/j.neucom.2010.06.022 Google Scholar

Aprendizado de redes mlp através da otimizaçao da área abaixo da curva roc

C Castro, A Braga

XVIII Congresso Brasileiro de Automática (CBA2010), 4445-4451

Conference paper

Manutenção adaptativa de software embarcado para telefones celulares apoiado por ferramentas de automação

FFP Lima, TP Nogueira, D Braga, JSR Neto

IX Simpósio Brasileiro de Qualidade de Software, SBC

Conference paper DOI 10.5753/sbqs.2010.15441 Google Scholar

Multi-objective semi-supervised feature selection and model selection based on Pearson’s correlation coefficient

F Coelho, AP Braga, M Verleysen

Iberoamerican Congress on Pattern Recognition, 509-516

Journal article DOI 10.1007/978-3-642-16687-7_67 Google Scholar

Non-parametric kernel density estimation for the prediction of neoadjuvant chemotherapy outcomes

MFB Wanderley, AP Braga, EMAM Mendes, R Natowicz, R Rouzier

2010 Annual International Conference of the IEEE Engineering in Medicine and …

Conference paper DOI 10.1109/iembs.2010.5626748 Google Scholar

One pot synthesis of bi-linker stabilised CdSe quantum dots

I Concina, MM Natile, A Braga, A Vomiero, V Morandi, L Ortolani, …

Journal of Physics: Conference Series 245 (1), 012067

Journal article DOI 10.1088/1742-6596/245/1/012067 Google Scholar

Prediction and simulation errors in parameter estimation for nonlinear systems

LA Aguirre, BHG Barbosa, AP Braga

Mechanical Systems and Signal Processing 24 (8), 2855-2867

Journal article DOI 10.1016/j.ymssp.2010.05.003 Google Scholar

A incorporação do conhecimento prévio na estratégia de decisão do aprendizado multi-objetivo

TH Medeiros, AP Braga, RHC Takahashi

Anais do Congresso Brasileiro de Redes Neurais 28

Conference paper DOI 10.21528/cbrn2009-075 Google Scholar

An improved algorithm for svms classification of imbalanced data sets

CL Castro, MA Carvalho, AP Braga

International Conference on Engineering Applications of Neural Networks, 108-118

Conference paper DOI 10.1007/978-3-642-03969-0_11 Google Scholar

Analysis of time series novelty detection strategies for synthetic and real data

AP Modenesi, AP Braga

Neural processing letters 30 (1), 1

Journal article DOI 10.1007/s11063-009-9106-4 Google Scholar

Intelligent thermographic diagnostic applied to surge arresters: a new approach

CAL Almeida, AP Braga, S Nascimento, V Paiva, HJA Martins, R Torres, …

IEEE Transactions on power delivery 24 (2), 751-757

Journal article DOI 10.1109/tpwrd.2009.2013375 Google Scholar

IP-LSSVM: A two-step sparse classifier

BPR Carvalho, AP Braga

Pattern Recognition Letters 30 (16), 1507-1515

Journal article DOI 10.1016/j.patrec.2009.07.022 Google Scholar

New multi-objective algorithms for neural network training applied to genomic classification data

M Costa, T Rodrigues, E Horta, A Braga, C Pataro, R Natowicz, R Incitti, …

Foundations of Computational, Intelligence Volume 1, 63-82

Other DOI 10.1007/978-3-642-01082-8_3 Google Scholar

PIPELINED ON-LINE BACK-PROPAGATION TRAINING OF AN ARTIFICIAL NEURAL NETWORK ON A PARALLEL MULTIPROCESSOR SYSTEM

TM da Silva, A de Pádua Braga, WS Lacerda

Conference paper DOI 10.21528/cbrn2009-083 Google Scholar

Genetic Algorithm Applied to Hierarchically Coupled Associative Memories

RM Gomes, AP Braga, HE Borges

Brain Inspired Cognitive Systems 2008, 187-199

Conference paper DOI 10.1007/978-0-387-79100-5_10 Google Scholar

A multi-objective approach to RBF network learning

I Kokshenev, AP Braga

Neurocomputing 71 (7-9), 1203-1209

Journal article DOI 10.1016/j.neucom.2007.11.021 Google Scholar

A multi-objective learning algorithm for RBF neural network

I Kokshenev, AP Braga

2008 10th Brazilian Symposium on Neural Networks, 9-14

Conference paper DOI 10.1109/sbrn.2008.39 Google Scholar

Credit Card Users' Data Mining

A de Carvalho, AP Braga, T Ludermir

Data Warehousing and Mining: Concepts, Methodologies, Tools, and …

Other DOI 10.4018/978-1-59904-951-9.ch149 Google Scholar