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VDM Verlag

Cube Based Incremental Data Mining

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Product Code: 9783639139761
ISBN13: 9783639139761
Condition: New
$85.32
$83.05
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Cube Based Incremental Data Mining

$85.32
$83.05
Sale 3%
 
This work presents a cube-based approach for incremental data mining that operates on the data, rather than on the data mining algorithms. The idea was to build a compressed replica of the full-blown database by representing the database by means of multi-dimensional cubes, and then applying the original data mining algorithms on the cube-based data. This way, the storage requirement to accommodate the database is not affected by the new data. Yet, the fact that we used the original data mining algorithms on the cube-based data makes our incremental data mining approach very general as it can be applied to all types of data mining models.


Author: Ziv Pollak
Publisher: VDM Verlag
Publication Date: Apr 01, 2009
Number of Pages: 244 pages
Binding: Paperback or Softback
ISBN-10: 3639139763
ISBN-13: 9783639139761
 

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