Publications

Evolutionary analysis of hierarchically coupled associative memories

RM Gomes, AP Braga, HE Borges

Brain Inspired Cognitive Systems-BICS 2008

Conference paper

Forecasting the Stock Market with ANNs and Autonomous Agents

CL Castro

Intelligent Information Technologies: Concepts, Methodologies, Tools, and …

Other DOI 10.4018/978-1-59904-941-0.ch125 Google Scholar

Hybrid classification algorithms based on boosting and support vector machines

M Chen, Y Lin, H Xiong, TT Maia, AP Braga, AF de Carvalho

Kybernetes

Journal article DOI 10.1108/03684920810907814 Google Scholar

Optimization of the Area under the ROC Curve

CL Castro, AP Braga

2008 10th Brazilian Symposium on Neural Networks, 141-146

Conference paper

Development of a dressing monitoring system through artificial intelligence and acoustic maps for high performance grinding

JFG Oliveira, APS Braga, A Carvalho

International journal of manufacturing technology and management 12 (1-3 …

Journal article DOI 10.1504/ijmtm.2007.014148 Google Scholar

High efficiency on prediction of Translation Initiation Site (TIS) of RefSeq sequences

CN Nobre, JM Ortega, A de Pádua Braga

Brazilian Symposium on Bioinformatics, 138-148

Conference paper DOI 10.1007/978-3-540-73731-5_13 Google Scholar

Improving generalization of MLPs with sliding mode control and the Levenberg–Marquardt algorithm

MA Costa, A de Pádua Braga, BR de Menezes

Neurocomputing 70 (7-9), 1342-1347

Journal article DOI 10.1016/j.neucom.2006.09.003 Google Scholar

Organophosphate poisoning and related mortality with oxime perfusion

A Bartolo, O Caetano, M Costa, R Milheiro, A Carvalho, A Braga

Critical Care 11 (2), 1-2

Journal article DOI 10.1186/cc5577 Google Scholar

RRS+ LS-SVM: a new strategy for “a priori” sample selection

BPR De Carvalho, WS Lacerda, A de Pádua Braga

Neural Computing and Applications 16 (3), 227-234

Journal article DOI 10.1007/s00521-007-0085-y Google Scholar

Special issue on VIII Brazilian symposium on neural networks

A Araújo, AC de Carvalho, AP Braga

International Journal of Hybrid Intelligent Systems 4 (1), 1-2

Journal article DOI 10.3233/his-2007-4101 Google Scholar

The usage of golden section in calculating the efficient solution in artificial neural networks training by multi-objective optimization

RA Teixeira, AP Braga, RR Saldanha, RHC Takahashi, TH Medeiros

International Conference on Artificial Neural Networks, 289-298

Conference paper DOI 10.1007/978-3-540-74690-4_30 Google Scholar

ALGORITMO DE APRENDIZAGEM PARA REDES NEURAIS ESTOC ASTICAS: G-NETWORKS

FSQ Alves, A de Pádua Braga

Conference paper DOI 10.21528/cbrn2007-108 Google Scholar

PREVISÃO DA CORRENTE DE PERDAS DO LAMINADOR BREAK DOWN II DA LINHA DE LAMINAÇÃO DE PERFIS AÇOMINAS UTILIZANDO REDES NEURAIS ARTIFICIAIS

A Furieri, A de Pádua Braga, MVA Abreu, TT Salis

Conference paper DOI 10.5151/2594-5335-2004-15310-0021 Google Scholar

Optimization of neural networks with multi-objective lasso algorithm

MA Costa, AP Braga

The 2006 IEEE International Joint Conference on Neural Network Proceedings …

Conference paper DOI 10.1109/ijcnn.2006.1716551 Google Scholar

Reinforcement learning of a simple control task using the spike response model

MS de Queiroz, RC de Berrêdo, A de Pádua Braga

Neurocomputing 70 (1-3), 14-20

Journal article DOI 10.1016/j.neucom.2006.07.002 Google Scholar

Storage capacity of hierarchically coupled associative memories

RM Gomes, AP Braga, HE Borges

2006 Ninth Brazilian Symposium on Neural Networks (SBRN'06), 196-201

Conference paper DOI 10.1109/sbrn.2006.40 Google Scholar

A hybrid approach for sparse least squares support vector machines

BPR de Carvalho, WS Lacerda, AP Braga

Fifth International Conference on Hybrid Intelligent Systems (HIS'05), 6 pp.

Conference paper DOI 10.1109/ichis.2005.7 Google Scholar

A model for hierarchical associative memories via dynamically coupled GBSB neural networks

RM Gomes, AP Braga, HE Borges

International Conference on Artificial Neural Networks, 173-178

Conference paper DOI 10.1007/11550822_28 Google Scholar

An evolutionary approach to transduction in support vector machines

MM Silva, TT Maia, AP Braga

Fifth International Conference on Hybrid Intelligent Systems (HIS'05), 6 pp.

Conference paper DOI 10.1109/ichis.2005.21 Google Scholar

Design of digital classifier circuits with nearest neighbour prior sample selection

WS Lacerda, AP Braga

Fifth International Conference on Hybrid Intelligent Systems (HIS'05), 3 pp.

Conference paper DOI 10.1109/ichis.2005.33 Google Scholar