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StateFinder

This repository contains the code of the algorithms described in the paper: Online Unsupervised State Recognition in Sensor Data, J.Eberle, T.K. Wijaya, K.Aberer, submitted to PerCom 2015

Setup

jre (1.6+) and python 2.7

python needs the following additonal packages:

  • numpy (1.7.1)
  • scipy (0.12)
  • argparse (1.2.1)
  • python-Levenshtein (0.11.2)

Running

To run StateFinder on some dataset data.csv

python Executable.py find_states_spclust data.csv data 1 1 50 10 0.9 0.9 0.2

Parameters are defined in the Workflow.py

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Find States in time series

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