A. Giménez

Publications (1)0 Total impact

• Source

  Available from: arxiv.org

  Article: Automatic classification of eclipsing binaries light curves using neural networks

  L. M. Sarro, C. Sánchez-Fernández, A. Giménez
  [show abstract] [hide abstract]
  ABSTRACT: In this work we present a system for the automatic classification of the light curves of eclipsing binaries. This system is based on a classification scheme that aims to separate eclipsing binary sistems according to their geometrical configuration in a modified version of the traditional classification scheme. The classification is performed by a Bayesian ensemble of neural networks trained with {\em Hipparcos} data of seven different categories including eccentric binary systems and two types of pulsating light curve morphologies. Comment: 11 pages (+ 5 pages online material) accepted for publication by A&A
  11/2005;