controlchart: Simulated time-series data.

Description Usage Format Source References

Description

Synthetically generated control charts. There are six different classes:

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

Usage

1

Format

A list with entries $x (a 600x60 matrix with each row corresponding to an individual time series) and $c (a vector of labels)

Source

UCI Machine Learning Repository.

References

Dheeru, D. and E. Karra Taniskidou (2017). UCI machine learning repository. https://archive.ics.uci.edu/ml

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.


DavidHofmeyr/spuds documentation built on May 20, 2019, 9:40 a.m.