| mp_fluss_data {tsmp} | R Documentation |
Original data used in the FLUSS paper
Description
Contains two datasets used in FLUSS paper (1), first is TiltABP from (2), and second is WalkJogRun from PAMAP's dataset (3)
Usage
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.