Breast Contour Detection with Stable Paths. - Jaime S. Cardoso 001; Ricardo Gamelas Sousa; Luís Filipe Teixeira 001; Maria João Cardoso (BIOSTEC (Selected Papers), 2008)

Breast contour detection with shape priors. - Ricardo Gamelas Sousa; Jaime S. Cardoso 001; Joaquim F. Pinto da Costa; Maria João Cardoso (ICIP, 2008)

An Ordinal Data Method for the Classification with Reject Option. - Ricardo Gamelas Sousa; Beatriz Mora; Jaime S. Cardoso 001 (ICMLA, 2009)

Classification Models with Global Constraints for Ordinal Data. - Jaime S. Cardoso 001; Ricardo Gamelas Sousa (ICMLA, 2010)

An All-at-once Unimodal SVM Approach for Ordinal Classification. - Joaquim F. Pinto da Costa; Ricardo Gamelas Sousa; Jaime S. Cardoso 001 (ICMLA, 2010)

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 001 (IbPRIA, 2011)

Feature Selection with Complexity Measure in a Quadratic Programming Setting. - Ricardo Gamelas Sousa; Hélder P. Oliveira; Jaime S. Cardoso 001 (IbPRIA, 2011)

Metric Learning for Music Symbol Recognition. - Ana Rebelo; Jakub Tkaczuk; Ricardo Gamelas Sousa; Jaime S. Cardoso 001 (ICMLA (2), 2011)

Ensemble of decision trees with global constraints for ordinal classification. - Ricardo Gamelas Sousa; Jaime S. Cardoso 001 (ISDA, 2011)

Measuring the Performance of Ordinal Classification. - Jaime S. Cardoso 001; Ricardo Gamelas Sousa (Int. J. Pattern Recognit. Artif. Intell., 2011)

Ordinal Data Classification Using Kernel Discriminant Analysis: A Comparison of Three Approaches. - Jaime S. Cardoso 001; Ricardo Gamelas Sousa; Inês Domingues (ICMLA (1), 2012)

Impact of SVM multiclass decomposition rules for recognition of cancer in gastroenterology images. - Ricardo Gamelas Sousa; Mário Dinis-Ribeiro; Pedro Pimentel-Nunes; Miguel Tavares Coimbra (CBMS, 2013)

Compressive Sensing Based Face Detection without Explicit Image Reconstruction Using Support Vector Machines. - Filipe Magalhães; Ricardo Gamelas Sousa; Francisco M. Araújo; Miguel V. Correia 002 (ICIAR, 2013)

The data replication method for the classification with reject option. - Ricardo Gamelas Sousa; Jaime S. Cardoso 001 (AI Commun., 2013)

Multicriteria Models for Learning Ordinal Data: A Literature Review. - Ricardo Gamelas Sousa; Iryna Yevseyeva; Joaquim F. Pinto da Costa; Jaime S. Cardoso 001 (Artificial Intelligence, Evolutionary Computing and Metaheuristics, 2013)

Local self similar descriptors: Comparison and application to gastroenterology images. - Ricardo Gamelas Sousa; Daniel C. Moura; Mário Dinis-Ribeiro; Miguel T. Coimbra (EMBC, 2014)

reject option paradigm for the reduction of support vectors. - Ricardo Gamelas Sousa; Ajalmar R. da Rocha Neto; Guilherme A. Barreto; Jaime S. Cardoso 001; Miguel T. Coimbra (ESANN, 2014)

Classification with Reject Option Using the Self-Organizing Map. - Ricardo Gamelas Sousa; Ajalmar R. da Rocha Neto; Jaime S. Cardoso 001; Guilherme De A. Barreto (ICANN, 2014)

Improving transfer learning accuracy by reusing Stacked Denoising Autoencoders. - Chetak Kandaswamy; Luís M. Silva; Luís A. Alexandre; Ricardo Gamelas Sousa; Jorge M. Santos; Joaquim Marques de Sá (SMC, 2014)

Automatic Detection of Immunogold Particles from Electron Microscopy Images. - Ricardo Gamelas Sousa; Tiago Esteves; Sara Rocha; Francisco Figueiredo; Pedro Quelhas; Luís M. Silva (ICIAR, 2015)

Transfer Learning for the Recognition of Immunogold Particles in TEM Imaging. - Ricardo Gamelas Sousa; Tiago Esteves; Sara Rocha; Francisco Figueiredo; Joaquim Marques de Sá; Luís A. Alexandre; Jorge M. Santos; Luís M. Silva (IWANN (1), 2015)

Robust classification with reject option using the self-organizing map. - Ricardo Gamelas Sousa; Ajalmar R. da Rocha Neto; Jaime S. Cardoso 001; Guilherme A. Barreto (Neural Comput. Appl., 2015)

Stacked denoising autoencoders for the automatic recognition of microglial cells' state. - Sofia Fernandes; Ricardo Gamelas Sousa; Renato Socodato; Luís M. Silva (ESANN, 2016)

Distribution-Based Categorization of Classifier Transfer Learning. - Ricardo Gamelas Sousa; Luís A. Alexandre; Jorge M. Santos; Luís M. Silva; Joaquim Marques de Sá (CoRR, 2017)

Stacked Denoising Autoencoders and Transfer Learning for Immunogold Particles Detection and Recognition. - 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 (CoRR, 2017)

A Unified Model with Structured Output for Fashion Images Classification. - Beatriz Quintino Ferreira; Luís Baía; João Faria; Ricardo Gamelas Sousa (CoRR, 2018)

A Hierarchical Deep Learning Natural Language Parser for Fashion. - José Marcelino; João Faria; Luís Baía; Ricardo Gamelas Sousa (CoRR, 2018)

Pose Guided Attention for Multi-Label Fashion Image Classification. - Beatriz Quintino Ferreira; João Paulo Costeira; Ricardo Gamelas Sousa; Liang-Yan Gui; João Pedro Gomes (ICCV Workshops, 2019)

MuCAI'20: 1st International Workshop on Multimodal Conversational AI. - Alex Hauptmann 001; João Magalhães; Ricardo Gamelas Sousa; João Paulo Costeira (ACM Multimedia, 2020)

MuCAI'21: 2nd ACM Multimedia Workshop on Multimodal Conversational AI. - João Magalhães; Alexander G. Hauptmann; Ricardo Gamelas Sousa; Carlos Santiago (ACM Multimedia, 2021)

iFetch: Multimodal Conversational Agents for the Online Fashion Marketplace. - Ricardo Gamelas Sousa; Pedro Miguel Ferreira; Pedro Moreira Costa; Pedro Azevedo; João Paulo Costeira; Carlos Santiago; João Magalhães; David Semedo; Rafael Ferreira 003; Alexander I. Rudnicky; Alexander G. Hauptmann (MuCAI @ ACM Multimedia, 2021)

Task Conditioned BERT for Joint Intent Detection and Slot-Filling. - Diogo Tavares; Pedro Azevedo; David Semedo; Ricardo Gamelas Sousa; João Magalhães (EPIA (1), 2023)

Fill in the blank for fashion complementary outfit product Retrieval: VISUM summer school competition. - Eduardo Castro; Pedro M. Ferreira 007; Ana Rebelo; Isabel Rio-Torto; Leonardo Capozzi; Mafalda Falcão Ferreira; Tiago Gonçalves; Tomé Albuquerque; Wilson Silva; Carolina Afonso; Ricardo Gamelas Sousa; Claudio Cimarelli; et al. (Mach. Vis. Appl., 2023)