Ricardo Gamelas Sousa
Ricardo Gamelas Sousa
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Measuring the performance of ordinal classification
JS Cardoso, R Sousa
International Journal of Pattern Recognitionand Artificial Intelligence 25 …, 2011
Diagnostic of pathology on the vertebral column with embedded reject option
AR Rocha Neto, R Sousa, G A Barreto, JS Cardoso
Iberian Conference on Pattern Recognition and Image Analysis, 588-595, 2011
Improving transfer learning accuracy by reusing stacked denoising autoencoders
C Kandaswamy, LM Silva, LA Alexandre, R Sousa, JM Santos, JM de Sá
2014 IEEE International Conference on Systems, Man, and Cybernetics (SMC …, 2014
An all-at-once unimodal svm approach for ordinal classification
JFP da Costa, R Sousa, JS Cardoso
2010 Ninth International Conference on Machine Learning and Applications, 59-64, 2010
An ordinal data method for the classification with reject option
R Sousa, B Mora, JS Cardoso
2009 International Conference on Machine Learning and Applications, 746-750, 2009
Ordinal data classification using kernel discriminant analysis: A comparison of three approaches
JS Cardoso, R Sousa, I Domingues
2012 11th International Conference on Machine Learning and Applications 1 …, 2012
Ensemble of decision trees with global constraints for ordinal classification
R Sousa, JS Cardoso
2011 11th International Conference on Intelligent Systems Design and …, 2011
Multicriteria models for learning ordinal data: A literature review
R Sousa, I Yevseyeva, JF Costa, JS Cardoso
Artificial Intelligence, Evolutionary Computing and Metaheuristics, 109-138, 2013
Life history traits of the exploited limpet Patella candei (Mollusca: Patellogastropoda) of the north-eastern Atlantic
P Henriques, R Sousa, AR Pinto, J Delgado, G Faria, A Alves, M Khadem
Journal of the Marine Biological Association of the United Kingdom 92 (6 …, 2012
Classification models with global constraints for ordinal data
JS Cardoso, R Sousa
2010 Ninth International Conference on Machine Learning and Applications, 71-77, 2010
Pose guided attention for multi-label fashion image classification
B Quintino Ferreira, JP Costeira, RG Sousa, LY Gui, JP Gomes
Proceedings of the IEEE/CVF International Conference on Computer Vision …, 2019
Robust classification with reject option using the self-organizing map
R Gamelas Sousa, AR Rocha Neto, JS Cardoso, GA Barreto
Neural Computing and Applications 26 (7), 1603-1619, 2015
Metric Learning for Music Symbol Recognition
A Rebelo, J Tkaczuk, R Sousa, JS Cardoso
The tenth International Conference on Machine Learning and Applications ICMLA11, 2011
A unified model with structured output for fashion images classification
BQ Ferreira, L Baía, J Faria, RG Sousa
arXiv preprint arXiv:1806.09445, 2018
The data replication method for the classification with reject option
R Sousa, JS Cardoso
AI Communications 26 (3), 281-302, 2013
Breast contour detection with stable paths
JS Cardoso, R Sousa, LF Teixeira, MJ Cardoso
International Joint Conference on Biomedical Engineering Systems and …, 2008
Accurate analysis and visual feedback of vibrato in singing
J Ventura, R Sousa, A Ferreira
2012 5th International Symposium on Communications, Control and Signal …, 2012
Breast contour detection with shape priors
R Sousa, JS Cardoso, JFP Da Costa, MJ Cardoso
2008 15th IEEE International Conference on Image Processing, 1440-1443, 2008
Transfer learning for the recognition of immunogold particles in TEM imaging
RG Sousa, T Esteves, S Rocha, F Figueiredo, JM Sá, LA Alexandre, ...
International Work-Conference on Artificial Neural Networks, 374-384, 2015
Transfer learning: current status, trends and challenges
R Sousa, LM Silva, LA Alexandre, J Santos, JM De Sá
20th Portuguese Conference on Pattern Recognition, RecPad, 57-58, 2014
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