From Patterns to Discoveries

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GABER, Mohamed Medhat, ed.. Journeys to Data Mining. Berlin, Heidelberg: Springer Berlin Heidelberg, 2012, pp. 43-49. ISBN 978-3-642-28046-7. Available under: doi: 10.1007/978-3-642-28047-4_4
Zusammenfassung

Data mining started off by finding clearly defined patterns in large sets of relatively homogeneous data. Over the years, increasingly complex data sources were tackled. As a result, newly developed methods grew in complexity, but the basic assumption that the type of pattern sought for was known beforehand remained a constant. I argue that we will ultimately require new systems which enable users to gain new, often surprising insights before they can even determine how to fine-tune and/or validate the patterns themselves.

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ISO 690BERTHOLD, Michael R., 2012. From Patterns to Discoveries. In: GABER, Mohamed Medhat, ed.. Journeys to Data Mining. Berlin, Heidelberg: Springer Berlin Heidelberg, 2012, pp. 43-49. ISBN 978-3-642-28046-7. Available under: doi: 10.1007/978-3-642-28047-4_4
BibTex
@incollection{Berthold2012Patte-23470,
  year={2012},
  doi={10.1007/978-3-642-28047-4_4},
  title={From Patterns to Discoveries},
  isbn={978-3-642-28046-7},
  publisher={Springer Berlin Heidelberg},
  address={Berlin, Heidelberg},
  booktitle={Journeys to Data Mining},
  pages={43--49},
  editor={Gaber, Mohamed Medhat},
  author={Berthold, Michael R.}
}
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