Browsing by Author "Baena-García, Manuel"

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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 ...

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Co-authors for Manuel Baena-García

Manuel Baena-García has 6 co-authors in Research Commons.