Joaquim Marques de Sá - researchr alias

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Viewing Publication 1 - 26 from 26

2015

Transfer Learning for the Recognition of Immunogold Particles in TEM ImagingRicardo Gamelas Sousa, Tiago Esteves, Sara Rocha, Francisco Figueiredo, Joaquim Marques de Sá, Luís A. Alexandre, Jorge M. Santos, Luís M. Silva. iwann 2015: 374-384 [doi]

2014

Improving Performance on Problems with Few Labelled Data by Reusing Stacked Auto-EncodersTelmo Amaral, Chetak Kandaswamy, Luís M. Silva, Luís A. Alexandre, Joaquim Marques de Sá, Jorge M. Santos. icmla 2014: 367-372 [doi]

Transfer Learning Using Rotated Image Data to Improve Deep Neural Network PerformanceTelmo Amaral, Luís M. Silva, Luís A. Alexandre, Chetak Kandaswamy, Joaquim Marques de Sá, Jorge M. Santos. iciar 2014: 290-300 [doi]

Improving transfer learning accuracy by reusing Stacked Denoising AutoencodersChetak Kandaswamy, Luís M. Silva, Luís A. Alexandre, Ricardo Sousa, Jorge M. Santos, Joaquim Marques de Sá. SMC 2014: 1380-1387 [doi]

Improving Deep Neural Network Performance by Reusing Features Trained with Transductive TransferenceChetak Kandaswamy, Luís M. Silva, Luís A. Alexandre, Jorge M. Santos, Joaquim Marques de Sá. icann 2014: 265-272 [doi]

Classification Performance of Multilayer Perceptrons with Different Risk functionalsLuís M. Silva, Jorge M. Santos, Joaquim Marques de Sá. ijprai, 28(6), 2014. [doi]

2013

Using Different Cost Functions to Train Stacked Auto-EncodersTelmo Amaral, Luís M. Silva, Luís A. Alexandre, Chetak Kandaswamy, Jorge M. Santos, Joaquim Marques de Sá. micai 2013: 114-120 [doi]

Minimum Error Entropy ClassificationJoaquim Marques de Sá, Luís M. Silva, Jorge M. Santos, Luís A. Alexandre. Volume 420 of Studies in Computational Intelligence, Springer, 2013. [doi]

2011

New Results on Minimum Error Entropy Decision TreesJoaquim Marques de Sá, Raquel Sebastião, João Gama, Tânia Fontes. ciarp 2011: 355-362 [doi]

NNIGnets, Neural Networks SoftwareTânia Fontes, Vânia Lopes, Luís M. Silva, Jorge M. Santos, Joaquim Marques de Sá. ifip12 2011: 345-350 [doi]

2010

The MEE Principle in Data Classification: A Perceptron-Based AnalysisLuís M. Silva, Joaquim Marques de Sá, Luís A. Alexandre. neco, 22(10):2698-2728, 2010. [doi]

2008

LEGClust - A Clustering Algorithm Based on Layered Entropic SubgraphsJorge M. Santos, Joaquim Marques de Sá, Luís A. Alexandre. pami, 30(1):62-75, 2008. [doi]

The Influence of the Risk Functional in Data Classification with MLPsLuís M. Silva, Mark Embrechts, Jorge M. Santos, Joaquim Marques de Sá. icann 2008: 185-194 [doi]

Data classification with multilayer perceptrons using a generalized error functionLuís M. Silva, Joaquim Marques de Sá, Luís A. Alexandre. NN, 21(9):1302-1310, 2008. [doi]

2006

2005

2004

Neural Network Learning: Testing Bounds on Sample ComplexityJoaquim Marques de Sá, Fernando Sereno, Luís A. Alexandre. pris 2004: 196-201

Neural Network Classification Using Error Entropy MinimizationJorge M. Santos, Luís A. Alexandre, Joaquim Marques de Sá. wirn 2010: 291-297 [doi]

2003

Statistical comparison of three analysis methods of fBm sequencesPatrícia Vieira, Joaquim Marques de Sá, João Bernardes. isspa 2003: 565-567 [doi]

1991

A Data Base Management System for an Obstetrics DepartmentJ. F. Luís, M. Filomena Cardoso, João Bernardes, Joaquim Marques de Sá, L. Pereira Leite. mie 1991: 891-894 [doi]

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