Joaquim Marques de Sá

Joaquim Marques de Sá, João Bernardes, Patrícia Vieira, 2003, Seventh International Symposium on Signal Processing and Its Applications, 2003. Proceedings..

Transfer Learning for the Recognition of Immunogold Particles in TEM Imaging

Luís A. Alexandre, Joaquim Marques de Sá, Ricardo Gamelas Sousa, 2015, IWANN.

Neural Network Learning: Testing Bounds on Sample Complexity

Luís A. Alexandre, Joaquim Marques de Sá, Fernando Sereno, 2004, PRIS.

Artificial Neural Networks - ICANN 2007, 17th International Conference, Porto, Portugal, September 9-13, 2007, Proceedings, Part I

Luís A. Alexandre, Joaquim Marques de Sá, Danilo P. Mandic, 2007, International Conference on Artificial Neural Networks.

Data Structure Analysis

Joaquim Marques de Sá, J. M. D. Sá, 2003 .

Minimum Error Entropy Classification

Luís A. Alexandre, Joaquim Marques de Sá, Luís M. Silva, 2013, Studies in Computational Intelligence.

Applied Statistics Using SPSS, STATISTICA, MATLAB and R

Joaquim Marques de Sá, J. M. D. Sá, 2003 .

Perceptron Learning with Discrete Weights

Joaquim Marques de Sá, Carlos S. Felgueiras, 2005, ESANN.

Modular Neural Network Task Decomposition Via Entropic Clustering

Luís A. Alexandre, Joaquim Marques de Sá, Jorge M. Santos, 2006, Sixth International Conference on Intelligent Systems Design and Applications.

Classification Performance of Multilayer Perceptrons with Different Risk functionals

Joaquim Marques de Sá, Luís M. Silva, Jorge M. Santos, 2014, Int. J. Pattern Recognit. Artif. Intell..

Proceedings of the 17th international conference on Artificial neural networks

Luís A. Alexandre, Joaquim Marques de Sá, Danilo P. Mandic, 2007 .

The MEE Principle in Data Classification: A Perceptron-Based Analysis

Luís A. Alexandre, Joaquim Marques de Sá, Luís M. Silva, 2010, Neural Computation.

Using Different Cost Functions to Train Stacked Auto-Encoders

Luís A. Alexandre, Joaquim Marques de Sá, Telmo Amaral, 2013, 2013 12th Mexican International Conference on Artificial Intelligence.

Decision Trees Using the Minimum Entropy-of-Error Principle

Luís A. Alexandre, Joaquim Marques de Sá, João Gama, 2009, CAIP.

Improving transfer learning accuracy by reusing Stacked Denoising Autoencoders

Luís A. Alexandre, Joaquim Marques de Sá, Ricardo Gamelas Sousa, 2014, 2014 IEEE International Conference on Systems, Man, and Cybernetics (SMC).

New Results on Minimum Error Entropy Decision Trees

Joaquim Marques de Sá, João Gama, Raquel Sebastião, 2011, CIARP.

Structural Pattern Recognition

Joaquim Marques de Sá, 2001 .

Artificial neural networks - ICANN 2007 : 17th International Conference, Porto, Portugal, September 9-13, 2007 : proceedings

Joaquim Marques de Sá, 2007 .

The Influence of the Risk Functional in Data Classification with MLPs

Joaquim Marques de Sá, Mark J. Embrechts, Luís M. Silva, 2008, ICANN.

Batch-Sequential Algorithm for Neural Networks Trained with Entropic Criteria

Luís A. Alexandre, Joaquim Marques de Sá, Jorge M. Santos, 2005, ICANN.

Neural Network Classification: Maximizing Zero-Error Density

Luís A. Alexandre, Joaquim Marques de Sá, Luís M. Silva, 2005, ICAPR.

Neural network classification using Shannon's entropy

Luís A. Alexandre, Joaquim Marques de Sá, Luís M. Silva, 2005, ESANN.

Neural Network Classification Using Error Entropy Minimization

Luís A. Alexandre, Joaquim Marques de Sá, Jorge M. Santos, 2004, WIRN.

Distribution-Based Categorization of Classifier Transfer Learning pdf

Luís A. Alexandre, Joaquim Marques de Sá, Ricardo Gamelas Sousa, 2017, ArXiv.

Improving Performance on Problems with Few Labelled Data by Reusing Stacked Auto-Encoders

Luís A. Alexandre, Joaquim Marques de Sá, Telmo Amaral, 2014, 2014 13th International Conference on Machine Learning and Applications.

Improving Deep Neural Network Performance by Reusing Features Trained with Transductive Transference

Luís A. Alexandre, Joaquim Marques de Sá, Luís M. Silva, 2014, ICANN.

Neural networks trained with the EEM algorithm: tuning the smoothing parameter

Luís A. Alexandre, Joaquim Marques de Sá, Jorge M. Santos, 2005 .

Estimating Data Parameters

Joaquim Marques de Sá, J. M. D. Sá, 2003 .