Blar i NTNU Open på forfatter "Borchani, Hanen"
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Modeling concept drift: A probabilistic graphical model based approach
Borchani, Hanen; Martinez, Ana M.; Masegosa, Andres; Langseth, Helge; Nielsen, Thomas D.; Salmeron, Antonio; Fernandez, Antonio; Madsen, Anders L.; Sáez, Ramón (Journal article; Peer reviewed, 2015-11-22)An often used approach for detecting and adapting to concept drift when doing classification is to treat the data as i.i.d. and use changes in classification accuracy as an indication of concept drift. In this paper, ...