Author: Takato Honda (takato@sanken.osaka-u.ac.jp)
This is a code of CubeMarker, which finds multi-aspect patterns and groups of patterns, written in C. CubeMarker is accepted as a regular paper for ICDM'19, entitled "Multi-Aspect Mining of Complex Sensor Sequences".
(a) CubeMarker for a demo data
sh demo.sh
(b) Visualization (Matlab code)
matlab -r 'plots_all'
make clean
----------
i|r|m|Cost
----------
1 1 33 1009418
2 2 412 1199212
3 3 583 1161483
4 3 583 1161483
...
- i: # of iterations
- r: # of regimes (groups of patterns)
- m: # of segments (patterns)
- Cost: Total cost of the result
- _dat/: demo data
- _list/: demo data list
- _demo/: demo result figs
- _out/: output directory
- _out/[#]/: result for each iteration
- _out/[#]/input: input files list
- _out/[#]/model.[#]: HMM parameters
- _out/[#]/segment.[#]: segments info
- _out/[#]/segment.labels: regime info
- _out/[#]/: result for each iteration