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综合控制图时间序列数据集

综合控制图时间序列数据集

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Dr Robert Alcock rob '@' skyblue.csd.auth.grData Set Information:This dataset contains 600 examples of control c......

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    README.md

    Dr Robert Alcock
    rob '@' skyblue.csd.auth.gr


    Data Set Information:

    This dataset contains 600 examples of control charts synthetically generated by the process in Alcock and Manolopoulos (1999). There are six different classes of control charts:

      1. Normal
      2. Cyclic
      3. Increasing trend
      4. Decreasing trend
      5. Upward shift
      6. Downward shift

    The following image shows ten examples from each class: data.jpeg, where (A) Downward Trend. (B) Cyclic. (C) Normal. (D) Upward Shift. (E) Upward Trend. (F) Downward Shift.


    Attribute Information:

    The data is stored in an ASCII file, 600 rows, 60 columns, with a single chart per line. The classes are organized as follows:

    1-100   Normal
    101-200 Cyclic
    201-300 Increasing trend
    301-400 Decreasing trend
    401-500 Upward shift
    501-600 Downward shift


    Relevant Papers:

    Alcock R.J. and Manolopoulos Y. Time-Series Similarity Queries Employing a Feature-based Approach. 7th Hellenic Conference on Informatics. August 27-29. Ioannina,Greece 1999.
    [Web link]

    D.T. Pham and A.B. Chan "Control Chart Pattern Recognition using a New Type of Self Organizing Neural Network" Proc. Instn, Mech, Engrs. Vol 212, No 1, pp 115-127 1998.



    Citation Request:

    Image courtesy of Eamonn Keogh.

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