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Lots of researchers have paid attention to time series clustering in recent years. This paper studies the stationarity analysis for autoregressive and moving average models of time series with clustering, firstly presents a set of nonlinear functions, or rather the square function along with logarithmic function to better autocorrelation function, secondly clusters time series into stationary and...
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