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 | 101 | 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 | 50 | 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 | 32 | 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 | 25 | 2019 |
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 | 25 | 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 | 23 | 2012 |
A unified model with structured output for fashion images classification BQ Ferreira, L Baía, J Faria, RG Sousa arXiv preprint arXiv:1806.09445, 2018 | 21 | 2018 |
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 | 20 | 2013 |
Classification models with global constraints for ordinal data JS Cardoso, R Sousa 2010 Ninth International Conference on Machine Learning and Applications, 71-77, 2010 | 19 | 2010 |
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 | 18 | 2015 |
Ensemble of decision trees with global constraints for ordinal classification R Sousa, JS Cardoso 2011 11th International Conference on Intelligent Systems Design and …, 2011 | 18 | 2011 |
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 | 18 | 2011 |
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 | 15 | 2008 |
The data replication method for the classification with reject option R Sousa, JS Cardoso AI Communications 26 (3), 281-302, 2013 | 14 | 2013 |
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 | 12 | 2017 |
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 | 12 | 2014 |
Breast contour detection with stable paths JS Cardoso, R Sousa, LF Teixeira, MJ Cardoso Biomedical Engineering Systems and Technologies: International Joint …, 2009 | 12 | 2009 |
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 | 7 | 2015 |
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 | 6 | 2014 |
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 | 5 | 2021 |