Departamento de Informática

Sala/Gabinete 6.3.14
Ext. Principal 26701
Telefone Direto 217500565

Carreira Docente Universitário
Categoria Professor Associado


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
  • Lectures on Intelligent Systems (2023). L Vanneschi, S Silva. Natural Computing Series, Springer.
  • Fitness landscape analysis of convolutional neural network architectures for image classification (2022). NM Rodrigues, KM Malan, G Ochoa, L Vanneschi, S Silva. Information Sciences, Volume 609, 711-726.
  • Optical time series for the separation of land cover types with similar spectral signatures: cocoa agroforest and forest (2022). JE Batista, NM Rodrigues, AIR Cabral, MJP Vasconcelos, A Venturieri, LGT Silva, S Silva. International Journal of Remote Sensing 43:9, 3298-3319.
  • Evolving knowledge graph similarity for supervised learning in complex biomedical domains (2020). RT Sousa, S Silva, C Pesquita. BMC bioinformatics 21 (1), 6.
  • 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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