377 synthetic_control 1 **Author**: Dr Robert Alcock (rob@skyblue.csd.auth.gr) **Source**: [UCI](https://archive.ics.uci.edu/ml/datasets/Synthetic+Control+Chart+Time+Series) - 1999 **Please cite**: ### Description Synthetic Control Chart Time Series. This is actually time series classification. ### Sources ``` * Original Owner and Donor Dr Robert Alcock rob@skyblue.csd.auth.gr ``` ### Dataset Information This data consists of synthetically generated control charts. 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 ```` ### Relevante 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. 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. ### References 1. http://skyblue.csd.auth.gr/~rob/ 2. mailto:rob@skyblue.csd.auth.gr 3. http://kdd.ics.uci.edu/ 4. http://www.ics.uci.edu/ 5. http://www.uci.edu/ 1 ARFF Dr. Robert Alcock 1999-06-08 2014-09-27T10:56:07 English Public https://api.openml.org/data/v1/download/52417/synthetic_control.arff https://openml1.win.tue.nl/datasets/0000/0377/dataset_377.pq 52417 class index Image courtesy of Eamonn Keogh. artificialMachine LearningOpenML100Statisticsstudy_1study_123study_135study_14study_34study_52study_7time_series public https://archive.ics.uci.edu/ml/datasets/Synthetic+Control+Chart+Time+Series http://machinelearning101.pbworks.com/f/TimeSeriesData10.1.1.79.1572.pdf https://openml1.win.tue.nl/datasets/0000/0377/dataset_377.pq active 2020-11-20 19:25:52 8762c53ac2c0a8f584915b06ed044611