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README

  • code/ provides the codes for the experiments
    • code/exact.py: the exact method in Section 3
    • code/approximate.py: the median approximation algorithm in Section 4
    • code/metrics.py: metrics for evaluation
    • code/main.py: the main evaluation entry
  • data/ provides the datasets used in the experiments
    • energy, pm, syn_labdata are the ground truth datasets
    • dirty_xxx are the datasets with errors
  • iotdb-udf/ provides source code of the user defined function in time series db iotdb
    • src provides source code in java
    • out provides jar package for regestering in iotdb

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  • Python 56.4%
  • Java 43.6%