Journal
ADVANCES IN DATA ANALYSIS
Volume -, Issue -, Pages 337-349Publisher
SPRINGER-VERLAG BERLIN
DOI: 10.1007/978-3-540-70981-7_38
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A core problem of approaches to frequent graph mining, which are based on growing subgraphs into a set of graphs, is how to avoid redundant search. A powerful technique for this is a canonical description of a graph, which uniquely identifies it, and a corresponding test. I introduce a family of canonical forms based on systematic ways to construct spanning trees. I show that the canonical form used in gSpan (Yan and Han (2002)) is a member of this family, and that MoSS/MoFa (Borgelt and Berthold (2002), Borgelt et al. (2005)) is implicitly based on a different member, which I make explicit and exploit in the same way.
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