Mining views: Database views for data mining

被引：6

作者：

Blockeel, Hendrik ^{[1
,2
]}

Calders, Toon ^{[3
]}

Fromont, Elisa ^{[1
]}

Goethals, Bart ^{[4
]}

Prado, Adriana ^{[4
]}

机构：

[1] Katholieke Univ Leuven, Louvain, Belgium

[2] Leiden Inst Adv Comp Sci, Leiden, Netherlands

[3] Techn Univ Eindhoven, Eindhoven, Netherlands

[4] Univ Antwerp, Antwerp, Belgium

来源：

2008 IEEE 24TH INTERNATIONAL CONFERENCE ON DATA ENGINEERING, VOLS 1-3 | 2008年

关键词：

D O I：

10.1109/ICDE.2008.4497633

中图分类号：

TP [自动化技术、计算机技术];

学科分类号：

0812 ;

摘要：

We present a system towards the integration of data mining into relational databases. To this end, a relational database model is proposed, based on the so called virtual mining views. We show that several types of patterns and models over the data, such as itemsets, association rules and decision trees, can be represented and queried using a unifying framework.

引用

页码：1608 / +

页数：2

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