Multi-relational data mining

  title={Multi-relational data mining},
  author={Arno J. Knobbe and Hendrik Blockeel and Arno Siebes and D. M. G. van der and Wall{\'e}n},
An important aspect of data mining algorithms and systems is that they should scale well to large databases. A consequence of this is that most data mining tools are based on machine learning algorithms that work on data in attribute-value format. Experience has proven that such ’single-table’ mining algorithms indeed scale well. The downside of this format is, however, that more complex patterns are simply not expressible in this format and, thus, cannot be discovered. One way to enlarge the… CONTINUE READING
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