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Activity Number:
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336
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Type:
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Invited
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Date/Time:
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Wednesday, August 6, 2008 : 8:30 AM to 10:20 AM
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Sponsor:
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IMS
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| Abstract - #300288 |
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Title:
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Mixture Models for Document Clustering
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Author(s):
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Edward J. Wegman*+
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Companies:
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George Mason University
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Address:
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4400 University Drive, Fairfax, VA, 22030-4422,
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Keywords:
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Abstract:
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Automatic clustering and classification of documents within corpora is a challenging task. Often, comparing word usage within the corpus, the so-called bag-of-words methodology, does this. In this talk, in addition to comparing word usage, we extract additional endogenous features of the documents and use a mixture model density estimate to localize the clusters.
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- The address information is for the authors that have a + after their name.
- Authors who are presenting talks have a * after their name.
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