Now showing items 1-2 of 2

  • GNUsmail: Open framework for on-line email classification

    Carmona-Cejudo, José M.; Baena-García, Manuel; del Campo-Ávila, José; Morales-Bueno, Rafael; Bifet, Albert (IOS Press, 2011)
    Real-time classification of massive email data is a challenging task that presents its own particular difficulties. Since email data presents an important temporal component, several problems arise: emails arrive continuously, ...
  • Online evaluation of email streaming classifiers using GNUsmail

    Carmona-Cejudo, José M.; Baena-García, Manuel; Campo-Ávila, José; Bifet, Albert; Gama, João; Morales-Bueno, Rafael (Springer, 2011)
    Real-time email classification is a challenging task because of its online nature, subject to concept-drift. Identifying spam, where only two labels exist, has received great attention in the literature. We are nevertheless ...