This repository is to support our paper submitted to ICIT 2016:
Daoyuan Li, Tegawendé F. Bissyandé, Sylvain Kubler, Jacques Klein, and Yves Le Traon. Profiling household appliance electricity usage with n-gram language modeling. In The 2016IEEE International Conference on Industrial Technology (ICIT 2016), Taipei, March 2016.IEEE.
- Prepare for dataset
- Convert real-valued time series into texts
- Build per-class corpus from texts
- Calculate fitness scores (using the text segmentation techniques)
- Make classification predictions based on segmentation fitness scores