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Book synopsis

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.

Book details

Book category Books in English Computing & information technology Information technology: general issues

• Full title: Cube Based Incremental Data Mining
• Subtitle: Using Multi-Dimensional Cubes for Incremental Data Mining
• Author: Ziv Pollak
• Language: English
• Binding: Paperback
• Number of pages: 244
• EAN: 9783639139761
• ISBN: 3639139763
• ID: 06822617
• Publisher: VDM Verlag
• Weight: 363 g
• Dimensions: 229 × 152 × 14 mm
• Date of publishing: 01. April 2009

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