Departamento de Informática

Sala/Gabinete 6.3.14
Ext. Principal 26701
Telefone Direto 217500565

Carreira Investigação
Categoria Investigador Principal


Google Scholar
Scientific Interests

Genetic Programming, other flavours of Evolutionary Computation and all other biologically inspired methods.

Applications, mostly in Biomedical Informatics and Remote Sensing.

Publicações selecionadas
  • A Study of Generalization and Fitness Landscapes for Neuroevolution (2020). NM Rodrigues, S Silva, L Vanneschi, IEEE Access 8, 108216-108234.
  • Evolving knowledge graph similarity for supervised learning in complex biomedical domains (2020). RT Sousa, S Silva, C Pesquita. BMC bioinformatics 21 (1), 6.
  • Transfer learning in constructive induction with Genetic Programming (2019). L Munoz, L Trujillo, S Silva. Genetic Programming and Evolvable Machines, 1-41.
  • Burned area estimations derived from Landsat ETM+ and OLI data: Comparing Genetic Programming with Maximum Likelihood and Classification and Regression Trees (2018). AIR Cabral, S Silva, P Silva, L Vanneschi, MJP Vasconcelos. ISPRS Journal of Photogrammetry and Remote Sensing.
  • A semi-supervised Genetic Programming method for dealing with noisy labels and hidden overfitting (2018). S Silva, L Vanneschi, AIR Cabral, MJ Vasconcelos. Swarm and Evolutionary Computation.

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