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Ricardo Gamelas Sousa
Ricardo Gamelas Sousa
Farfetch
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Diagnostic of pathology on the vertebral column with embedded reject option
AR da Rocha Neto, R Sousa, G de A. Barreto, JS Cardoso
Pattern Recognition and Image Analysis: 5th Iberian Conference, IbPRIA 2011 …, 2011
1002011
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
502014
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
322010
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
252019
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
252009
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
232012
A unified model with structured output for fashion images classification
BQ Ferreira, L Baía, J Faria, RG Sousa
arXiv preprint arXiv:1806.09445, 2018
222018
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, 1603-1619, 2015
192015
Multicriteria models for learning ordinal data: A literature review
R Sousa, I Yevseyeva, JFP da Costa, JS Cardoso
Artificial Intelligence, Evolutionary Computing and Metaheuristics: In the …, 2013
192013
Classification models with global constraints for ordinal data
JS Cardoso, R Sousa
2010 Ninth International Conference on Machine Learning and Applications, 71-77, 2010
192010
Ensemble of decision trees with global constraints for ordinal classification
R Sousa, JS Cardoso
2011 11th International Conference on Intelligent Systems Design and …, 2011
182011
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
182011
The data replication method for the classification with reject option
R Sousa, JS Cardoso
AI Communications 26 (3), 281-302, 2013
142013
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
142008
Eslicarbazepine acetate as adjunctive therapy in clinical practice: ESLADOBA study
J Chaves, P Breia, J Pimentel, R Pelejão, M Carvalho, P Mateus, H Grebe, ...
Acta Neurologica Scandinavica 136 (5), 407-413, 2017
122017
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
122014
Breast contour detection with stable paths
JS Cardoso, R Sousa, LF Teixeira, MJ Cardoso
Biomedical Engineering Systems and Technologies: International Joint …, 2009
122009
Transfer learning for the recognition of immunogold particles in TEM imaging
RG Sousa, T Esteves, S Rocha, F Figueiredo, JM de Sá, LA Alexandre, ...
International Work-Conference on Artificial Neural Networks, 374-384, 2015
82015
Classification with reject option using the self-organizing map
R Sousa, AR da Rocha Neto, JS Cardoso, GA Barreto
Artificial Neural Networks and Machine Learning–ICANN 2014: 24th …, 2014
62014
ifetch: Multimodal conversational agents for the online fashion marketplace
RG Sousa, PM Ferreira, PM Costa, P Azevedo, JP Costeira, C Santiago, ...
Proceedings of the 2nd ACM Multimedia Workshop on Multimodal Conversational …, 2021
52021
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