fluss_extract {tsmp} | R Documentation |
FLUSS - Extract Segments
Description
Extract candidate points of semantic changes.
Usage
fluss_extract(.mpac, num_segments = 1, exclusion_zone = NULL)
Arguments
.mpac |
a TSMP object of class |
num_segments |
an |
exclusion_zone |
if a |
Value
Returns the input .mp
object a new name fluss
with the location of semantic changes.
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.
Website: https://sites.google.com/site/onlinesemanticsegmentation/
Website: http://www.cs.ucr.edu/~eamonn/MatrixProfile.html
See Also
Other Semantic Segmentations:
floss_cac()
,
floss_extract()
,
floss()
,
fluss_cac()
,
fluss_score()
,
fluss()
Examples
data <- mp_fluss_data$tilt_abp$data[1:1000]
w <- 10
mp <- tsmp(data, window_size = w, verbose = 0)
mp <- fluss_cac(mp)
mp <- fluss_extract(mp, 2)