99 search results - page 4 / 20 » Clustering XML Documents Using Self-organizing Maps for Stru... |
107
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KES
2004
Springer
15 years 5 months ago
2004
Springer
– This paper describes a text categorization approach that is based on a combination of a newly designed text representation with a kNN classifier. The new text document represen...
108
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AAAI
2004
15 years 1 months ago
2004
Representing lexicons and sentences with the subsymbolic approach (using techniques such as Self Organizing Map (SOM) or Artificial Neural Network (ANN)) is a relatively new but i...
AIIA
2009
Springer
15 years 6 months ago
2009
Springer
This paper addresses the indexing and retrieval of mathematical symbols from digitized documents. The proposed approach exploits Shape Contexts (SC) to describe the shape of mathe...
ICDM
2008
IEEE
15 years 6 months ago
2008
IEEE
We present a new visualization of the distance and cluster structure of high dimensional data. It is particularly well suited for analysis tasks of users unfamiliar with complex d...
ICTAI
2007
IEEE
15 years 5 months ago
2007
IEEE
We propose a novel and efficient solution to the problem of clustering XML documents based on their structure. We use operations on multisets of paths of document trees to define...