Real-Time Segmenting Time Series Data

@inproceedings{Li2003RealTimeST,
  title={Real-Time Segmenting Time Series Data},
  author={Aiguo Li and Shengping He and Qin Zheng},
  booktitle={APWeb},
  year={2003}
}
There has been increased interest in time series data mining recently. In some cases, approaches of real-time segmenting time series are necessary in time series similarity search and data mining, and this is the focus of this paper. A real-time iterative algorithm that is based on time series prediction is proposed in this paper. Proposed algorithm consists of three modular steps. (1) Modeling: the step identifies an autoregressive moving average (ARMA) model of dynamic processes from a time… CONTINUE READING
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