Abstract
We introduce the problem of grammar mining, where patterns are context-free grammars, as a generalization of a large number of common pattern mining tasks, such as tree, sequence and itemset mining. The proposed system offers data miners the possibility to specify and explore pattern domains declaratively, in a way which is very similar to the declarative specification of regular expressions in popular scripting languages.
Cite
CITATION STYLE
Nijssen, S., & De Raedt, L. (2009). Grammar mining. In Society for Industrial and Applied Mathematics - 9th SIAM International Conference on Data Mining 2009, Proceedings in Applied Mathematics (Vol. 2, pp. 1021–1032). https://doi.org/10.1137/1.9781611972795.88
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