4.2 Article

USING PERMUTATIONS TO FIND STRUCTURAL CHANGES IN TIME SERIES

期刊

FLUCTUATION AND NOISE LETTERS
卷 10, 期 1, 页码 13-30

出版社

WORLD SCIENTIFIC PUBL CO PTE LTD
DOI: 10.1142/S0219477511000375

关键词

Time series; permutations; entropy; structural changes

资金

  1. MCI (Ministerio de Ciencia e Innovacion) [MTM2008-03679/MTM]
  2. FEDER (Fondo Europeo de Desarrollo Regional) [MTM2008-03679/MTM]
  3. Fundacion Seneca, CARM [08667/PI/08]
  4. Ministerio de Ciencia e Innovacion [ENE2010-20495-C02-02]

向作者/读者索取更多资源

The number of permutations appearing in data series is used for detecting changes in the structure of such series. We show the influence of the permutations length (embedding dimension) in order to get good results. We use permutations to analyze real data from medical and biological origins. Some problems that appear in applying these techniques are pointed out.

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