@InProceedings{MiguelAngelBautista2011,
author="Miguel Angel Bautista
and Oriol Pujol
and Xavier Baro
and Sergio Escalera",
editor="Carlo Sansone
and Josef Kittler
and Fabio Roli",
title="Introducing the Separability Matrix for Error Correcting Output Codes Coding",
booktitle="10th International conference on Multiple Classifier Systems",
year="2011",
publisher="Springer-Verlag Berlin Heidelberg",
volume="6713",
pages="227--236",
abstract="Error Correcting Output Codes (ECOC) have demonstrate to be a powerful tool for treating multi-class problems. Nevertheless, predefined ECOC designs may not benefit from Error-correcting principles for particular multi-class data. In this paper, we introduce the Separability matrix as a tool to study and enhance designs for ECOC coding. In addition, a novel problem-dependent coding design based on the Separability matrix is tested over a wide set of challenging multi-class problems, obtaining very satisfactory results.",
optnote="MILAB; OR;HuPBA;MV",
optnote="exported from refbase (http://refbase.cvc.uab.es/show.php?record=1771), last updated on Fri, 07 Mar 2014 10:54:33 +0100",
isbn="978-3-642-21556-8",
opturl="http://dl.acm.org/citation.cfm?id=2040929"
}