An inductive database system based on virtual mining views

@article{Blockeel2011AnID,
  title={An inductive database system based on virtual mining views},
  author={Hendrik Blockeel and Toon Calders and {\'E}lisa Fromont and Bart Goethals and Adriana Prado and C{\'e}line Robardet},
  journal={Data Mining and Knowledge Discovery},
  year={2011},
  volume={24},
  pages={247-287}
}
Inductive databases integrate database querying with database mining. In this article, we present an inductive database system that does not rely on a new data mining query language, but on plain SQL. We propose an intuitive and elegant framework based on virtual mining views, which are relational tables that virtually contain the complete output of data mining algorithms executed over a given data table. We show that several types of patterns and models that are implicitly present in the data… CONTINUE READING
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