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117 lines
4.0 KiB
HTML
Executable File
117 lines
4.0 KiB
HTML
Executable File
<!------------------------------------------------------------------------
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<! Synthetic Control Chart Time Series
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<!----------------------------------------------------------------------->
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<HTML>
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<HEAD>
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<TITLE> Synthetic Control Chart Time Series </TITLE>
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</HEAD>
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<BODY BGCOLOR="#FFFFFF">
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<!------------------------------------------------------------------------
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<! Title
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<!----------------------------------------------------------------------->
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<H1>
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Synthetic Control Chart Time Series
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</H1>
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<!------------------------------------------------------------------------
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<! Data Type
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<!----------------------------------------------------------------------->
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<H2>Data Type</H2>
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time series
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<!------------------------------------------------------------------------
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<! Abstract
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<H2>Abstract</H2>
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<p>
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This data consists of synthetically generated control charts.
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</p>
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<!------------------------------------------------------------------------
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<! Sources
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<H2> Sources</H2>
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<H4> Original Owner and Donor</H4>
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<PRE>
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<A HREF="http://skyblue.csd.auth.gr/~rob/">Dr Robert Alcock</A>
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<A HREF="mailto:rob@skyblue.csd.auth.gr">rob@skyblue.csd.auth.gr</A>
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</PRE>
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<B>Date Donated: </B> June 8, 1999
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<!------------------------------------------------------------------------
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<! Data Characteristics
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<H2> Data Characteristics</H2>
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<P>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:
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</P>
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<OL>
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<li>Normal</li>
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<li>Cyclic</li>
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<li>Increasing trend</li>
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<li>Decreasing trend</li>
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<li>Upward shift</li>
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<li>Downward shift</li>
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</OL>
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<P>
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The following image shows ten examples from each class:
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</P>
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<img src="data.jpeg" align="center"/>
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(A) Downward Trend. (B) Cyclic. (C) Normal. (D) Upward Shift. (E) Upward Trend. (F) Downward Shift.
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<!------------------------------------------------------------------------
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<! Data Format
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<!----------------------------------------------------------------------->
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<H2>Data Format</H2>
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The data is stored in an ASCII file, 600 rows, 60 columns, with a single chart per line. The classes are organized as follows:
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<PRE>
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1-100 Normal
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101-200 Cyclic
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201-300 Increasing trend
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301-400 Decreasing trend
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401-500 Upward shift
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501-600 Downward shift
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</PRE>
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<!------------------------------------------------------------------------
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<! Past Usage
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<!----------------------------------------------------------------------->
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<H2>Past Usage</H2>
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<p>
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Alcock R.J. and Manolopoulos Y. Time-Series Similarity Queries Employing
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a Feature-Based Approach. 7th Hellenic Conference on Informatics. August
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27-29. Ioannina,Greece 1999.
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</p>
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<!------------------------------------------------------------------------
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<! Acknowledgements
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<!----------------------------------------------------------------------->
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<H2> Acknowledgements, Copyright Information, and Availability</H2>
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Image courtesy of Eamonn Keogh.
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<!------------------------------------------------------------------------
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<! References
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<!----------------------------------------------------------------------->
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<H2>References and Further Information</H2>
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<p>
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D.T. Pham and A.B. Chan "Control Chart Pattern Recognition using a New
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Type of Self Organizing Neural Network" Proc. Instn, Mech, Engrs. Vol
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212, No 1, pp 115-127 1998.
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</p>
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<!------------------------------------------------------------------------
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<! Signature
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<!----------------------------------------------------------------------->
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<p>
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<hr>
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<ADDRESS>
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<A href="http://kdd.ics.uci.edu/">The UCI KDD Archive</A><br>
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<a href="http://www.ics.uci.edu/">Information and Computer Science</a><br>
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<a href="http://www.uci.edu/">University of California, Irvine</a><br>
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Irvine, CA 92697-3425 <br>
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</ADDRESS>
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Last modified: June 14, 1999 </BODY>
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</HTML>
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