A New Evolving Tree for Text Document Clustering and Visualization
The Self-Organizing Map (SOM) is a popular neural network model for clustering and visualization problems. However, it suffers from two major limitations, viz., (1) it does not support online learning; and (2) the map size has to be pre-determined and this can potentially lead to many “trial-and-err...
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Main Authors: | , , |
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Format: | Book Section |
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Springer International Publishing
2013
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Online Access: | http://ir.unimas.my/id/eprint/5237/ http://link.springer.com/chapter/10.1007%2F978-3-319-00930-8_13 |
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