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TRIAS - An Algorithm for Mining Iceberg Tri-Lattices

by: Robert Jäschke, Andreas Hotho, Christoph Schmitz, Bernhard Ganter, and Gerd Stumme

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DOI: 10.1109/ICDM.2006.162

http://www.kde.cs.uni-kassel.de/pub/pdf/jaeschke2006trias.pdf

In this paper, we present the foundations for mining frequent tri-concepts, which extend the notion of closed itemsets to three-dimensional data to allow for mining folk-sonomies. We provide a formal definition of the problem, and present an efficient algorithm for its solution as well as experimental results on a large real-world example.

In: ICDM '06: Proceedings of the Sixth International Conference on Data Mining Washington, DC, USA: IEEE Computer Society (2006) , p. 907--911.

@inproceedings{jaeschke2006trias,
  abstract = {In this paper, we present the foundations for mining frequent tri-concepts, which extend the notion of closed itemsets to three-dimensional data to allow for mining folk-sonomies. We provide a formal definition of the problem, and present an efficient algorithm for its solution as well as experimental results on a large real-world example.},
  added-at = {2011-01-27T12:16:44.000+0100},
  address = {Washington, DC, USA},
  author = {Jäschke, Robert and Hotho, Andreas and Schmitz, Christoph and Ganter, Bernhard and Stumme, Gerd},
  biburl = {http://www.bibsonomy.org/bibtex/2797d40e05a48f4343d7695dac87b5870/jaeschke},
  booktitle = {ICDM '06: Proceedings of the Sixth International Conference on Data Mining},
  doi = {10.1109/ICDM.2006.162},
  interhash = {b4964c3bdd2991a80873d7080ef6a73e},
  intrahash = {797d40e05a48f4343d7695dac87b5870},
  isbn = {0-7695-2701-9},
  keywords = {},
  pages = {907--911},
  publisher = {IEEE Computer Society},
  title = {TRIAS - An Algorithm for Mining Iceberg Tri-Lattices},
  url = {http://www.kde.cs.uni-kassel.de/pub/pdf/jaeschke2006trias.pdf},
  year = 2006
}