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ORCIDRicardo Gamelas Sousa
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2020 – today
- 2023
[j4]Eduardo Castro
, Pedro M. Ferreira, Ana Rebelo, Isabel Rio-Torto, Leonardo Capozzi, Mafalda Falcão Ferreira, Tiago Gonçalves, Tomé Albuquerque, Wilson Silva, Carolina Afonso, Ricardo Gamelas Sousa, Claudio Cimarelli, Nadia Daoudi, Gabriel Moreira, Hsiu-Yu Yang, Ingrid Hrga, Javed Ahmad, Monish Keswani, Sofia C. Beco:
Fill in the blank for fashion complementary outfit product Retrieval: VISUM summer school competition. Mach. Vis. Appl. 34(1): 16 (2023)- [c24]Diogo Tavares, Pedro Azevedo, David Semedo, Ricardo Gamelas Sousa, João Magalhães:
Task Conditioned BERT for Joint Intent Detection and Slot-Filling. EPIA (1) 2023: 467-480 - [i7]Diogo Tavares, Pedro Azevedo, David Semedo, Ricardo Gamelas Sousa, João Magalhães:
Task Conditioned BERT for Joint Intent Detection and Slot-filling. CoRR abs/2308.06165 (2023) - 2021
- [c23]Ricardo Gamelas Sousa, Pedro Miguel Ferreira, Pedro Moreira Costa, Pedro Azevedo, João Paulo Costeira, Carlos Santiago, João Magalhães, David Semedo, Rafael Ferreira, Alexander I. Rudnicky, Alexander G. Hauptmann:
iFetch: Multimodal Conversational Agents for the Online Fashion Marketplace. MuCAI @ ACM Multimedia 2021: 25-26 - [c22]João Magalhães, Alexander G. Hauptmann, Ricardo Gamelas Sousa, Carlos Santiago:
MuCAI'21: 2nd ACM Multimedia Workshop on Multimodal Conversational AI. ACM Multimedia 2021: 5702-5703 - [e1]Alexander Hauptmann, João Magalhães, Ricardo Gamelas Sousa, Carlos Santigo:
MuCAI'21: Proceedings of the 2nd ACM Multimedia Workshop on Multimodal Conversational AI, Virtual Event, China, 20 October 2021. ACM 2021, ISBN 978-1-4503-8679-1 [contents] - 2020
- [c21]Alex Hauptmann, João Magalhães, Ricardo Gamelas Sousa, João Paulo Costeira:
MuCAI'20: 1st International Workshop on Multimodal Conversational AI. ACM Multimedia 2020: 4767-4768
2010 – 2019
- 2019
- [c20]Beatriz Quintino Ferreira, João Paulo Costeira, Ricardo Gamelas Sousa, Liang-Yan Gui, João Pedro Gomes:
Pose Guided Attention for Multi-Label Fashion Image Classification. ICCV Workshops 2019: 3125-3128 - [i6]Beatriz Quintino Ferreira, João Paulo Costeira, Ricardo Gamelas Sousa, Liang-Yan Gui, João Pedro Gomes:
Pose Guided Attention for Multi-label Fashion Image Classification. CoRR abs/1911.05024 (2019) - 2018
- [i5]Beatriz Quintino Ferreira, Luís Baía, João Faria, Ricardo Gamelas Sousa:
A Unified Model with Structured Output for Fashion Images Classification. CoRR abs/1806.09445 (2018) - [i4]José Marcelino, João Faria, Luís Baía, Ricardo Gamelas Sousa:
A Hierarchical Deep Learning Natural Language Parser for Fashion. CoRR abs/1806.09511 (2018) - 2017
- [i3]Ricardo Gamelas Sousa, Luís A. Alexandre, Jorge M. Santos, Luís M. Silva, Joaquim Marques de Sá:
Distribution-Based Categorization of Classifier Transfer Learning. CoRR abs/1712.02159 (2017) - [i2]Ricardo Gamelas Sousa, Jorge M. Santos, Luís M. Silva, Luís A. Alexandre, Tiago Esteves, Sara Rocha, Paulo Monjardino, Joaquim Marques de Sá, Francisco Figueiredo, Pedro Quelhas:
Stacked Denoising Autoencoders and Transfer Learning for Immunogold Particles Detection and Recognition. CoRR abs/1712.02824 (2017) - 2016
- [c19]Sofia Fernandes, Ricardo Gamelas Sousa, Renato Socodato, Luís M. Silva:
Stacked denoising autoencoders for the automatic recognition of microglial cells' state. ESANN 2016 - 2015
- [j3]Ricardo Gamelas Sousa, Ajalmar R. da Rocha Neto, Jaime S. Cardoso, Guilherme A. Barreto:
Robust classification with reject option using the self-organizing map. Neural Comput. Appl. 26(7): 1603-1619 (2015) - [c18]Ricardo Gamelas Sousa, Tiago Esteves, Sara Rocha, Francisco Figueiredo, Pedro Quelhas, Luís M. Silva:
Automatic Detection of Immunogold Particles from Electron Microscopy Images. ICIAR 2015: 377-384 - [c17]Ricardo Gamelas Sousa, Tiago Esteves, Sara Rocha, Francisco Figueiredo, Joaquim Marques de Sá, Luís A. Alexandre, Jorge M. Santos, Luís M. Silva:
Transfer Learning for the Recognition of Immunogold Particles in TEM Imaging. IWANN (1) 2015: 374-384 - 2014
- [c16]Ricardo Gamelas Sousa, Daniel C. Moura, Mário Dinis-Ribeiro, Miguel T. Coimbra:
Local self similar descriptors: Comparison and application to gastroenterology images. EMBC 2014: 4635-4638 - [c15]Ricardo Gamelas Sousa, Ajalmar R. da Rocha Neto, Guilherme A. Barreto, Jaime S. Cardoso, Miguel T. Coimbra:
reject option paradigm for the reduction of support vectors. ESANN 2014 - [c14]Ricardo Gamelas Sousa, Ajalmar R. da Rocha Neto, Jaime S. Cardoso, Guilherme De A. Barreto:
Classification with Reject Option Using the Self-Organizing Map. ICANN 2014: 105-112 - [c13]Chetak Kandaswamy, Luís M. Silva, Luís A. Alexandre, Ricardo Gamelas Sousa, Jorge M. Santos, Joaquim Marques de Sá:
Improving transfer learning accuracy by reusing Stacked Denoising Autoencoders. SMC 2014: 1380-1387 - 2013
- [j2]Ricardo Gamelas Sousa, Jaime S. Cardoso:
The data replication method for the classification with reject option. AI Commun. 26(3): 281-302 (2013) - [c12]Ricardo Gamelas Sousa, Mário Dinis-Ribeiro, Pedro Pimentel-Nunes, Miguel Tavares Coimbra:
Impact of SVM multiclass decomposition rules for recognition of cancer in gastroenterology images. CBMS 2013: 405-408 - [c11]Filipe Magalhães, Ricardo Gamelas Sousa, Francisco M. Araújo, Miguel V. Correia:
Compressive Sensing Based Face Detection without Explicit Image Reconstruction Using Support Vector Machines. ICIAR 2013: 758-765 - [p1]Ricardo Gamelas Sousa, Iryna Yevseyeva, Joaquim F. Pinto da Costa, Jaime S. Cardoso:
Multicriteria Models for Learning Ordinal Data: A Literature Review. Artificial Intelligence, Evolutionary Computing and Metaheuristics 2013: 109-138 - 2012
- [c10]Jaime S. Cardoso, Ricardo Gamelas Sousa, Inês Domingues:
Ordinal Data Classification Using Kernel Discriminant Analysis: A Comparison of Three Approaches. ICMLA (1) 2012: 473-477 - 2011
- [j1]Jaime S. Cardoso, Ricardo Gamelas Sousa:
Measuring the Performance of Ordinal Classification. Int. J. Pattern Recognit. Artif. Intell. 25(8): 1173-1195 (2011) - [c9]Ricardo Gamelas Sousa, Hélder P. Oliveira, Jaime S. Cardoso:
Feature Selection with Complexity Measure in a Quadratic Programming Setting. IbPRIA 2011: 524-531 - [c8]Ajalmar R. da Rocha Neto, Ricardo Gamelas Sousa, Guilherme De A. Barreto, Jaime S. Cardoso:
Diagnostic of Pathology on the Vertebral Column with Embedded Reject Option. IbPRIA 2011: 588-595 - [c7]Ana Rebelo, Jakub Tkaczuk, Ricardo Gamelas Sousa, Jaime S. Cardoso:
Metric Learning for Music Symbol Recognition. ICMLA (2) 2011: 106-111 - [c6]Ricardo Gamelas Sousa, Jaime S. Cardoso:
Ensemble of decision trees with global constraints for ordinal classification. ISDA 2011: 1164-1169 - 2010
- [c5]Joaquim F. Pinto da Costa, Ricardo Gamelas Sousa, Jaime S. Cardoso:
An All-at-once Unimodal SVM Approach for Ordinal Classification. ICMLA 2010: 59-64 - [c4]Jaime S. Cardoso, Ricardo Gamelas Sousa:
Classification Models with Global Constraints for Ordinal Data. ICMLA 2010: 71-77 - [i1]Ricardo Gamelas Sousa, Jaime S. Cardoso:
The Data Replication Method for the Classification with Reject Option. CoRR abs/1011.3177 (2010)
2000 – 2009
- 2009
- [c3]Ricardo Gamelas Sousa, Beatriz Mora, Jaime S. Cardoso:
An Ordinal Data Method for the Classification with Reject Option. ICMLA 2009: 746-750 - 2008
- [c2]Jaime S. Cardoso, Ricardo Gamelas Sousa, Luís Filipe Teixeira, Maria João Cardoso:
Breast Contour Detection with Stable Paths. BIOSTEC (Selected Papers) 2008: 439-452 - [c1]Ricardo Gamelas Sousa, Jaime S. Cardoso, Joaquim F. Pinto da Costa, Maria João Cardoso:
Breast contour detection with shape priors. ICIP 2008: 1440-1443
Coauthor Index
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