Mining time series data for segmentation by using Ant Colony Optimization

@article{Weng2006MiningTS,
  title={Mining time series data for segmentation by using Ant Colony Optimization},
  author={Sung-Shun Weng and Yuan-Hung Liu},
  journal={European Journal of Operational Research},
  year={2006},
  volume={173},
  pages={921-937}
}
In trying to distinguish data features within time series data for specific time intervals, time series segmentation technology is often required. This research divides time series data into segments of varying lengths. A time series segmentation algorithm based on the Ant Colony Optimization (ACO) algorithm is proposed to exhibit the changeability of the time series data. In order to verify the effect of the proposed algorithm, we experiment with the Bottom-Up method, which has been reported… CONTINUE READING

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