| Publisher | Technische Universiteit Eindhoven | ||
|---|---|---|---|
| Format | 175.2KB PDF | Date added | 08 Aug 2007 |
| Topics | Programming Languages, Data Mining - Analysis, Database Management | ||
| Downloads | 12 | ||
This paper proposes a relational database model towards the integration of data mining into relational database systems, based on the so called virtual mining views. The paper shows that several types of patterns and models over the data, such as itemsets, association rules, decision trees and clusterings, can be represented and queried using a unifying frame-work. The paper describes an algorithm to push constraints from SQL queries into the specific mining algorithms. Several examples of possible queries on these mining views, using the standard SQL query language, show the usefulness and elegance of this approach.
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