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Title: Mining Tree Queries in a Graph
Authors: GOETHALS, Bart 
HOEKX, Eveline 
Issue Date: 2005
Publisher: ACM Press
Source: Proceedings of the eleventh ACM SIGKDD international conference on Knowledge discovery in data mining. p. 61-69.
Abstract: We present an algorithm for mining tree-shaped patterns in a large graph. Novel about our class of patterns is that they can contain constants, and can contain existential nodes which are not counted when determining the number of occurrences of the pattern in the graph. Our algorithm has a number of provable optimality properties, which are based on the theory of conjunctive database queries. We propose a database-oriented implementation in SQL, and report upon some initial experimental results obtained with our implementation on graph data about food webs, about protein interactions, and about citation analysis.
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ISBN: 1-59593-135-X
Category: C1
Type: Proceedings Paper
Appears in Collections:Research publications

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