Sara C. Madeira


Departamento de Informática


Carreira Docente Universitário
Categoria Professor Associado


Google Scholar
Interesses Científicos

Data Science. Machine Learning. Bioinformatics. Biomedical Informatics.

Scientific Interests

Machine Learning. Data Mining. Bioinformatics. Biomedical Informatics.

Publicações selecionadas
  • 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, Set 2018, ACM.
  • Rui Henriques and Sara C. Madeira, BSig: Evaluating the Statistical Significance of Biclustering Solutions, Data Mining and Knowledge Discovery (DAMI), 32(1), pp. 124–161, Jan 2018, Springer US.
  • Telma Pereira, Sandra Cardoso, Manuela Guerreiro, Alexandre Mendonça, Sara C. Madeira. Targeting the uncertainty of predictions at patient-level using an ensemble of classifiers coupled with calibration methods, Venn-ABERS, and Conformal Predictors: A case study in AD. Journal of Biomedical Informatics, 111(), Jan. 2020, Elsevier.
  • Rui Henriques and Sara C. Madeira, BicPAMS: Software for Biological Data Analysis with Pattern-based Biclustering, BMC Bioinformatics, 18(82), Fev. 2017, BioMed Central.
  • André Carreiro and Pedro M. T. Amaral and Susana Pinto and Pedro Tomás and Mamede de Carvalho and Sara C. Madeira, Prognostic Models based on Patient Snapshots and Time Windows: Predicting Disease Progression to Assisted Ventilation in Amyotrophic Lateral Sclerosis, Journal of Biomedical Informatics, 58(), pp. 133-144, Nov. 2015, Elsevier.

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