Fuzzy Information Granules in Time Series Data

Kurzanzeige
dc.contributor.authorOrtolani, Marcodeu
dc.contributor.authorHofer, Heikodeu
dc.contributor.authorPatterson, Daviddeu
dc.contributor.authorHöppner, Frankdeu
dc.contributor.authorBerthold, Michael R.
dc.date.accessioned2011-03-24T15:57:11Zdeu
dc.date.available2011-03-24T15:57:11Zdeu
dc.date.issued2002
dc.description.abstractIt is often desirable to summarize a set of time series through typical shapes in order to analyze them. The algorithm presented here compares pieces of different time series in order to find similar shapes. The use of a fuzzy clustering technique based on fuzzy c-means allows us to consider such subsets as belonging to typical shapes with a degree of membership. Additionally, this matching is invariant with respect to a scaling of the time series. The algorithm is demonstrated on a widely known set of data taken from the ECG rhythm analysis experiments performed at MIT laboratories.eng
dc.description.versionpublished
dc.format.mimetypeapplication/pdfdeu
dc.identifier.citationFirst publ. in: Proceedings of the IEEE International Conference on Fuzzy Systems 1 (2002), pp. 695-699deu
dc.identifier.doi10.1109/FUZZ.2002.1005077
dc.identifier.ppn287559920deu
dc.identifier.urihttp://kops.uni-konstanz.de/handle/123456789/5611
dc.language.isoengdeu
dc.legacy.dateIssued2008deu
dc.rightsAttribution-NonCommercial-NoDerivs 2.0 Generic
dc.rights.urihttp://creativecommons.org/licenses/by-nc-nd/2.0/
dc.subject.ddc004deu
dc.titleFuzzy Information Granules in Time Series Dataeng
dc.typeINPROCEEDINGSdeu
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@inproceedings{Ortolani2002Fuzzy-5611,
  year={2002},
  doi={10.1109/FUZZ.2002.1005077},
  title={Fuzzy Information Granules in Time Series Data},
  isbn={0-7803-7280-8},
  publisher={IEEE},
  booktitle={2002 IEEE World Congress on Computational Intelligence. 2002 IEEE International Conference on Fuzzy Systems. FUZZ-IEEE'02. Proceedings (Cat. No.02CH37291)},
  pages={695--699},
  author={Ortolani, Marco and Hofer, Heiko and Patterson, David and Höppner, Frank and Berthold, Michael R.}
}
kops.citation.iso690ORTOLANI, Marco, Heiko HOFER, David PATTERSON, Frank HÖPPNER, Michael R. BERTHOLD, 2002. Fuzzy Information Granules in Time Series Data. 2002 IEEE World Congress on Computational Intelligence. 2002 IEEE International Conference on Fuzzy Systems. FUZZ-IEEE'02. Honolulu, HI, USA. In: 2002 IEEE World Congress on Computational Intelligence. 2002 IEEE International Conference on Fuzzy Systems. FUZZ-IEEE'02. Proceedings (Cat. No.02CH37291). IEEE, 2002, pp. 695-699. ISBN 0-7803-7280-8. Available under: doi: 10.1109/FUZZ.2002.1005077deu
kops.citation.iso690ORTOLANI, Marco, Heiko HOFER, David PATTERSON, Frank HÖPPNER, Michael R. BERTHOLD, 2002. Fuzzy Information Granules in Time Series Data. 2002 IEEE World Congress on Computational Intelligence. 2002 IEEE International Conference on Fuzzy Systems. FUZZ-IEEE'02. Honolulu, HI, USA. In: 2002 IEEE World Congress on Computational Intelligence. 2002 IEEE International Conference on Fuzzy Systems. FUZZ-IEEE'02. Proceedings (Cat. No.02CH37291). IEEE, 2002, pp. 695-699. ISBN 0-7803-7280-8. Available under: doi: 10.1109/FUZZ.2002.1005077eng
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