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  1. Chapter and Conference Paper

    A Simple Genetic Algorithm for Biomarker Mining

    We present a method for prognostics biomarker mining based on a genetic algorithm with a novel fitness function and a bagging-like model averaging scheme. We demonstrate it on publicly available data sets of g...

    Dusan Popovic, Alejandro Sifrim in Pattern Recognition in Bioinformatics (2012)

  2. Chapter and Conference Paper

    Semi-supervised Learning of Sparse Linear Models in Mass Spectral Imaging

    We present an approach to learn predictive models and perform variable selection by incorporating structural information from Mass Spectral Imaging (MSI) data. We explore the use of a smooth quadratic penalty ...

    Fabian Ojeda, Marco Signoretto, Raf Van de Plas in Pattern Recognition in Bioinformatics (2010)