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about About me

me I work at INEB where I develop Deep Neural Networks for Transfer Learning with applications on Biomedical data. For more information about our group, please check this. I did my PhD on Machine Learning at University of Porto and MSc degree in Mathematical Enginnering and graduated in Computer Science at School of Sciences of University of Porto. More details regarding my CV can be found on the degois plataform.

I colaborate with Vision Computing and Machine Intelligence group members and work as mentor for undergraduate students in the bio_* Group of the School of Engineering of University of Porto.

From 2013-2015 I was one of the organizers of the VISUM Summer School.

Contact: rsousa at rsousa dot org

Social Networks: Twitter | Facebook | LinkedIn

:: News ::

I have created a github account as a repository for all my codes/projects.

Selected Publications
[1] R. Gamelas Sousa, A. R. da Rocha Neto, J. S. Cardoso, and G. A. Barreto, “Robust classification with reject option using the self-organizing map,” Neural Computing and Applications, 2015. accepted. [ bib | .pdf ]
[2] R. Sousa, A. R. da Rocha Neto, G. A. Barreto, J. S. Cardoso, and M. T. Coimbra, “Reject Option Paradigm for the Reduction of Support Vectors,” in ESANN, 2014. accepted. [ bib | .pdf ]
[3] R. Sousa, A. R. da Rocha Neto, G. A. Barreto, and J. S. Cardoso, “Classification with reject option using the self-organizing map,” in ICANN, 2014. accepted. [ bib | .pdf ]
[4] R. Sousa and J. S. Cardoso, “The Data Replication Method for the Classification with Reject Option,” AI Communications, vol. 26, pp. 281--302, 2013. [ bib | .pdf ]
[5] J. S. Cardoso and R. Sousa, “Measuring the performance of ordinal classification,” International Journal of Pattern Recognition and Artificial Intelligence, vol. 25, no. 8, pp. 1173--1195, 2011. [ bib | DOI | .pdf ]


My publications indexed at Google Scholar.

other People that I work with

Ana Rebelo, INESC TEC
Hélder Oliveira, INESC TEC
Ana Filipa Sequeira, INESC TEC, FEUP
Inês Domingues, INESC TEC, FEUP
Eduardo Marques, INESC TEC, FEUP
Inês Dutra, FCUP, INESC TEC/CRACS
Guilherme de Alencar Barreto, DETI, UFC, Brazil
Jaime dos Santos Cardoso, INESC TEC, FEUP
Joaquim F. Pinto da Costa, FCUP
Miguel Tavares Coimbra, IT, FCUP