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Cube Based Incremental Data Mining

Using Multi-Dimensional Cubes for Incremental Data Mining

Language EnglishEnglish
Book Paperback
Book Cube Based Incremental Data Mining Ziv Pollak
Libristo code: 06822617
Publishers VDM Verlag, April 2009
This work presents a cube-based approach for§incremental data mining that operates on the data,§rath... Full description
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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.

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About the book

Full name Cube Based Incremental Data Mining
Author Ziv Pollak
Language English
Binding Book - Paperback
Date of issue 2009
Number of pages 244
EAN 9783639139761
ISBN 3639139763
Libristo code 06822617
Publishers VDM Verlag
Weight 363
Dimensions 152 x 229 x 14
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