Browsing by Author "Prat Masramon, Gabriel"
Prat Masramon, Gabriel; Belanche Muñoz, Luis Antonio (IOS Press, 2010)
Open AccessFeature subset selection (FSS) methods play an important role for cancer classification using microarray gene expression data. In this scenario, it is extremely important to select genes by taking into account the possible ...
Prat Masramon, Gabriel; Belanche Muñoz, Luis Antonio (Springer-Verlag, 2009)
Open AccessFeature subset selection has become more and more a common topic of research. This popularity is partly due to the growth in the number of features and application domains. It is of the greatest importance to take themost ...
Prat Masramon, Gabriel (Universitat Politècnica de Catalunya, 2016-02-01)
Open AccessIn this thesis we study feature subset selection and feature weighting algorithms. Our aim is to make their output more stable and more useful when used to train a classifier. We begin by defining the concept of stability ...