Original data used in the FLUSS paper

Source: R/mp-fluss-data.R

Contains two datasets used in FLUSS paper (1), first is TiltABP from (2), and second is WalkJogRun from PAMAP's dataset (3)

mp_fluss_data

Format

A list containing:

data

one column matrix with the dataset's data

gtruth

a vector with the ground truth of semantic change according to provided dataset

window

window size used in original paper

Source

https://sites.google.com/site/onlinesemanticsegmentation/

http://www.cs.ucr.edu/~eamonn/time_series_data/

References

  • Gharghabi S, Ding Y, Yeh C-CM, Kamgar K, Ulanova L, Keogh E. Matrix Profile VIII: Domain Agnostic Online Semantic Segmentation at Superhuman Performance Levels. In: 2017 IEEE International Conference on Data Mining (ICDM). IEEE; 2017. p. 117-26.

  • Heldt, T., Oefinger, M.B., Hoshiyama, M. and Mark, R.G., 2003, September. Circulatory response to passive and active changes in posture. In IEEE Computers in Cardiology, 2003 (pp. 263-266).

  • Reiss, A. and Stricker, D., 2012. Introducing a new benchmarked dataset for activity monitoring. In 16th International Symposium on Wearable Computers (ISWC), 2012, pages 108-109. IEEE, 2012.