Sara C. Madeira

Contactos

Departamento de Informática


Email sacmadeira@ciencias.ulisboa.pt
Página Pessoal

Carreira Docente Universitário
Categoria Professor Associado

Indicadores

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Interesses Científicos

Data Science. Machine Learning. Bioinformatics. Biomedical Informatics.


Scientific Interests

Machine Learning. Data Mining. Bioinformatics. Biomedical Informatics.


Publicações selecionadas
  • Diogo F. Soares, Rui Henriques, Marta Gromicho, Mamede de Carvalho, Sara C Madeira. Learning prognostic models using a mixture of biclustering and triclustering: Predicting the need for non-invasive ventilation in Amyotrophic Lateral Sclerosis. Journal of Biomedical Informatics, 134, 104172, October 2022. Elsevier.
  • Eduardo N. Castanho, Helena Aidos, Sara C. Madeira, Biclustering fMRI time series: a comparative study. BMC Bioinformatics 23, 192, May 2022, Springer.
  • Rui Henriques and Sara C. Madeira, FleBiC: Learning classifiers from high-dimensional biomedical data using discriminative biclusters with non-constant patterns, Pattern Recognition, 115, 107900, July 2021, Elsevier.
  • João Lobo, Rui Henriques, Sara C Madeira, G-Tric: generating three-way synthetic datasets with triclustering solutions, BMC Bioinformatics, 22, 16, January 2021, Springer.
  • Rui Henriques and Sara C. Madeira, Triclustering algorithms for three-dimensional data analysis: A comprehensive survey, ACM Computing Surveys, Vol. 51, No. 5, Article 95, pp 1-45, September 2018, ACM.

Ver todas as Publicações


Prizes and Awards

2022-02-08 - Prémios Científicos Universidade de Lisboa/Caixa Geral de Depósitos (Caixa Geral de Depósitos)

2021-12-31 - Prémios Científicos Universidade de Lisboa/Caixa Geral de Depósitos (Caixa Geral de Depósitos)

2021-03-10 - Best Runner-up Outreach Initiative (LASIGE)

2020-12-31 - Menções honrosas dos Prémios Científicos Universidade de Lisboa/Caixa Geral de Depósitos (Caixa Geral de Depósitos)