| Name : R-TSMining
| |
| Version : 1.0
| Vendor : obs://build_opensuse_org/devel:languages:R
|
| Release : lp153.9.11
| Date : 2024-06-14 11:51:41
|
| Group : Development/Libraries/Other
| Source RPM : R-TSMining-1.0-lp153.9.11.src.rpm
|
| Size : 0.87 MB
| |
| Packager : (none)
| |
| Summary : Mining Univariate and Multivariate Motifs in Time-Series Data
|
Description :
Implementations of a number of functions used to mine numeric
time-series data. It covers the implementation of SAX transformation,
univariate motif discovery (based on the random projection method),
multivariate motif discovery (based on graph clustering), and several
functions used for the ease of visualizing the motifs discovered. The
details of SAX transformation can be found in J. Lin. E. Keogh, L. Wei,
S. Lonardi, Experiencing SAX: A novel symbolic representation of time
series, Data Mining and Knowledge Discovery 15 (2) (2007) 107-144.
Details on univariate motif discovery method implemented can be found
in B. Chiu, E. Keogh, S. Lonardi, Probabilistic discovery of time
series motifs, ACM SIGKDD, Washington, DC, USA, 2003, pp. 493-498.
Details on the multivariate motif discovery method implemented can be
found in A. Vahdatpour, N. Amini, M. Sarrafzadeh, Towards unsupervised
activity discovery using multi-dimensional motif detection in time
series, IJCAI 2009 21st International Joint Conference on Artificial
Intelligence.
|
RPM found in directory: /packages/linux-pbone/ftp5.gwdg.de/pub/opensuse/repositories/devel:/languages:/R:/autoCRAN/openSUSE_Leap_15.3/x86_64 |
