[Corpora-List] Resources concerning multilabel problem

[santinim at inwind.it]

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 at lists.uib.no
To          : "Corpora list" corpora at 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
> 
>