Exploració per autor "Prat Masramon, Gabriel"
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Remainder subset awareness for feature subset selection
Prat Masramon, Gabriel; Belanche Muñoz, Luis Antonio (Thomson Editores Spain, 2007)
Text en actes de congrés
Accés obertFeature 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. The family of algorithms known as plus-l-minus-r ... -
Remainder subset awareness for feature subset selection
Prat Masramon, Gabriel; Belanche Muñoz, Luis Antonio (Springer-Verlag, 2009)
Text en actes de congrés
Accés obertFeature 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 ... -
Towards more reliable feature evaluations for classification
Prat Masramon, Gabriel (Universitat Politècnica de Catalunya, 2016-02-01)
Tesi
Accés obertIn 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 ...