An approach for online learning in the presence of concept changes
Learning from data streams is emerging as an important application area. When the environment changes, it is necessary to rely on on-line learning with the capability to adapt to changing conditions a.k.a. concept drifts. Adapting to concept drifts entails forgetting some or all of the old acquired...
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| Language: | ENG |
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Université Paris Sud - Paris XI
2013
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| Online Access: | http://tel.archives-ouvertes.fr/tel-00907486 http://tel.archives-ouvertes.fr/docs/00/90/74/86/PDF/VD2_JABER_GHAZAL_18102013.pdf |