INDUCTION FROM MULTI-LABEL EXAMPLES IN INFORMATION RETRIEVAL SYSTEMS: A CASE STUDY

Information retrieval systems often use machine-learning techniques to induce classifiers capable of categorizing documents. Unfortunately, the circumstance that the same document may simultaneously belong to two or more categories has so far received inadequate attention, and induction techniques c...

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Veröffentlicht in:Applied artificial intelligence 2008-05, Vol.22 (5), p.407-432
Hauptverfasser: Sarinnapakorn, Kanoksri, Kubat, Miroslav
Format: Artikel
Sprache:eng
Online-Zugang:Volltext
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