Commit | Line | Data |
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ab4a34ef BA |
1 | # Clustering of EDF power curves from Linky data |
2 | ||
3 | Joint work with [Jairo Cugliari](http://eric.univ-lyon2.fr/~jcugliari/), | |
4 | [Yannig Goude](https://scholar.google.com/citations?user=D-OLEG4AAAAJ&hl=fr) and | |
5 | [Jean-Michel Poggi](http://www.math.u-psud.fr/~poggi/) | |
6 | ||
7 | --- | |
8 | ||
4efef8cc BA |
9 | This program takes N time-series in input and is divided in two stages: |
10 | 1. (Heuristic) k-medoids algorithm in parallel to obtain K1 centers, K1 ≪ N | |
11 | 2. Clustering from WER distances to obtain the final K2 < K1 group representations | |
ab4a34ef | 12 | |
4efef8cc | 13 | See ?epclust once the package is loaded. |