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7

KDD
1997
ACM

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Discovery of Actionable Patterns in Databases: The Action Hierarchy Approach

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Discovery of Actionable Patterns in Databases: The Action Hierarchy Approach

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An approach to defining actionability as a measure of interestingness of patterns is proposed. This approach is based on the concept of an action hierarchy which is defined as a tree of actions with patterns and pattern templates (data mining queries) assigned to its nodes. A method for discovering actionable patterns is presented and various techniques for optimizing the discovery process are proposed.

Gediminas Adomavicius, Alexander Tuzhilin

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Action Hierarchy | Actionable Patterns | Data Mining | Data Mining Queries | KDD 1997 |

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Added	08 Aug 2010
Updated	08 Aug 2010
Type	Conference
Year	1997
Where	KDD
Authors	Gediminas Adomavicius, Alexander Tuzhilin

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