Ricardo Gamelas Sousa
Publication record assembled from the DBLP archive of ranked conferences.
Papers indexed
16
Venues
10
Active years
2008–2023
Best venue rank
C
Where they publish
Papers
16 indexed papers, newest first.
| Year | Venue | Title | Authors |
|---|---|---|---|
| 2023 | EPIA | Task Conditioned BERT for Joint Intent Detection and Slot-Filling. | Diogo Tavares, Pedro Azevedo, David Semedo, Ricardo Gamelas Sousa, Joo Magalhes |
| 2016 | ESANN | Stacked denoising autoencoders for the automatic recognition of microglial cells' state. | Sofia Fernandes, Ricardo Gamelas Sousa, Renato Socodato, Lus M. Silva |
| 2015 | IWANN | Transfer Learning for the Recognition of Immunogold Particles in TEM Imaging. | Ricardo Gamelas Sousa, Tiago Esteves, Sara Rocha, Francisco Figueiredo, Joaquim Marques de S, Lus A. Alexandre, Jorge M. Santos, Lus M. Silva |
| 2014 | ESANN | reject option paradigm for the reduction of support vectors. | Ricardo Gamelas Sousa, Ajalmar R. da Rocha Neto, Guilherme A. Barreto, Jaime S. Cardoso, Miguel T. Coimbra |
| 2014 | ICANN | Classification with Reject Option Using the Self-Organizing Map. | Ricardo Gamelas Sousa, Ajalmar R. da Rocha Neto, Jaime S. Cardoso, Guilherme de A. Barreto |
| 2014 | SMC | Improving transfer learning accuracy by reusing Stacked Denoising Autoencoders. | Chetak Kandaswamy, Lus M. Silva, Lus A. Alexandre, Ricardo Gamelas Sousa, Jorge M. Santos, Joaquim Marques de S |
| 2013 | CBMS | Impact of SVM multiclass decomposition rules for recognition of cancer in gastroenterology images. | Ricardo Gamelas Sousa, Mrio Dinis-Ribeiro, Pedro Pimentel-Nunes, Miguel Tavares Coimbra |
| 2012 | ICMLA | Ordinal Data Classification Using Kernel Discriminant Analysis: A Comparison of Three Approaches. | Jaime S. Cardoso, Ricardo Gamelas Sousa, Ins Domingues |
| 2011 | IBPRIA | Diagnostic of Pathology on the Vertebral Column with Embedded Reject Option. | Ajalmar R. da Rocha Neto, Ricardo Gamelas Sousa, Guilherme de A. Barreto, Jaime S. Cardoso |
| 2011 | IBPRIA | Feature Selection with Complexity Measure in a Quadratic Programming Setting. | Ricardo Gamelas Sousa, Hlder P. Oliveira, Jaime S. Cardoso |
| 2011 | ICMLA | Metric Learning for Music Symbol Recognition. | Ana Rebelo, Jakub Tkaczuk, Ricardo Gamelas Sousa, Jaime S. Cardoso |
| 2011 | ISDA | Ensemble of decision trees with global constraints for ordinal classification. | Ricardo Gamelas Sousa, Jaime S. Cardoso |
| 2010 | ICMLA | Classification Models with Global Constraints for Ordinal Data. | Jaime S. Cardoso, Ricardo Gamelas Sousa |
| 2010 | ICMLA | An All-at-once Unimodal SVM Approach for Ordinal Classification. | Joaquim F. Pinto da Costa, Ricardo Gamelas Sousa, Jaime S. Cardoso |
| 2009 | ICMLA | An Ordinal Data Method for the Classification with Reject Option. | Ricardo Gamelas Sousa, Beatriz Mora, Jaime S. Cardoso |
| 2008 | ICIP | Breast contour detection with shape priors. | Ricardo Gamelas Sousa, Jaime S. Cardoso, Joaquim F. Pinto da Costa, Maria Joo Cardoso |