Pattern Graphs : A knowledge-based tool for multivariate temporal pattern retrieval

Peter, Sebastian; Höppner, Frank; Berthold, Michael R.

Pattern Graphs : A knowledge-based tool for multivariate temporal pattern retrieval

Dateien

Pattern Graphs-erl.pdf(4.9 MB)

Datum

2012

Autor:innen

Peter, Sebastian

Höppner, Frank

Berthold, Michael R.

Publikationstyp

Beitrag zu einem Konferenzband

Erschienen in

2012 6th IEEE INTERNATIONAL CONFERENCE INTELLIGENT SYSTEMS. - IEEE, 2012. - S. 067-073. - ISBN 978-1-4673-2276-8

Zusammenfassung

We introduce a new, powerful query formulation formalism for complex, multivariate sequence data. The new query language, termed pattern graphs, is capable of reflecting more aspects of temporal patterns than earlier proposals. The underlying graph structure of the pattern graph makes the query intuitive to use and therefore understandable not only for the data analyst. We present algorithms to match patterns against data and demonstrate its usefulness on real data from the automobile industry.

Fachgebiet (DDC)

004 Informatik

Konferenz

2012 6th IEEE International Conference Intelligent Systems (IS), 6. Sep. 2012 - 8. Sep. 2012, Sofia, Bulgaria

Zitieren

ISO 690

PETER, Sebastian, Frank HÖPPNER, Michael R. BERTHOLD, 2012. Pattern Graphs : A knowledge-based tool for multivariate temporal pattern retrieval. 2012 6th IEEE International Conference Intelligent Systems (IS). Sofia, Bulgaria, 6. Sep. 2012 - 8. Sep. 2012. In: 2012 6th IEEE INTERNATIONAL CONFERENCE INTELLIGENT SYSTEMS. IEEE, pp. 067-073. ISBN 978-1-4673-2276-8. Available under: doi: 10.1109/IS.2012.6335193

BibTex

@inproceedings{Peter2012-09Patte-23473,
  year={2012},
  doi={10.1109/IS.2012.6335193},
  title={Pattern Graphs : A knowledge-based tool for multivariate temporal pattern retrieval},
  isbn={978-1-4673-2276-8},
  publisher={IEEE},
  booktitle={2012 6th IEEE INTERNATIONAL CONFERENCE INTELLIGENT SYSTEMS},
  pages={067--073},
  author={Peter, Sebastian and Höppner, Frank and Berthold, Michael R.}
}

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