Materialized Data Mining Views

10 years 9 months ago
Materialized Data Mining Views
Data mining is a useful decision support technique, which can be used to find trends and regularities in warehouses of corporate data. A serious problem of its practical applications is long processing time required by data mining algorithms. Current systems consume minutes or hours to answer simple queries. In this paper we present the concept of materialized data mining views. Materialized data mining views store selected patterns discovered in a portion of a database, and are used for query rewriting, which transforms a data mining query into a query accessing a materialized view. Since the transformation is transparent to a user, materialized data mining views can be created and used like indexes.
Tadeusz Morzy, Marek Wojciechowski, Maciej Zakrzew
Added 25 Aug 2010
Updated 25 Aug 2010
Type Conference
Year 2000
Where PKDD
Authors Tadeusz Morzy, Marek Wojciechowski, Maciej Zakrzewicz
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