Re:[Corpora-List] Resources concerning multilabel problem

From: santinim\@inwind\.it
Date: Sat Aug 19 2006 - 08:11:24 MET DST

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    Dear Cecilie,

    have also a look at:
    BoosTexter: A System for Multiclass Multi-label Text Categorization (1998)
    Robert E. Schapire, Yoram Singer
    http://citeseer.ist.psu.edu/schapire98boostexter.html

    Experiments with multi-label text classifier on the Reuters collection
    Domonkos Tikk and Gyorgy Biro
    http://citeseer.ist.psu.edu/685281.html

    Multi-Label Text Classification with a Mixture Model Trained by EM (1999)
    Andrew Kachites McCallum
    http://citeseer.ist.psu.edu/mccallum99multilabel.html

    Collective Multi-Label Classification (2005)
    Ghamrawi and McCallum
    http://www.cs.umass.edu/~mccallum/publications-by-date.html

    Best wishes,
    Marina Santini

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    From : owner-corpora@lists.uib.no
    To : "Corpora list" corpora@uib.no
    Cc :
    Date : Fri, 18 Aug 2006 11:09:26 +0200
    Subject : [Corpora-List] Resources concerning multilabel problem

    > Hello all!
    >
    > I am looking for resources (articles, books, webpages) concerning the
    > multilabel (multiclass?) problem in the context of text classification.
    > By this I mean the fact that a document can be classified into more than
    > one category. Especially w.r.t. supervised learning algorithms, where
    > the documents in the training set may belong to multiple classes.
    >
    > Regards,
    > --
    > Cecilie Widsteen
    > Institute for Informatics,
    > University of Oslo
    >
    >

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