Abstract:Enhancement of technology yields more complex time-dependent outcomes for better understanding and analysis. These outcomes are generating more complex, unstable, and high-dimensional data from non-stationary environments. Hence, more challenges are arising day by day to fulfill the increasing demand for future estimation. Thus, in this paper, an extensive study has been presented to comprehend the statistical complexity and randomness of non-stationary time series (NS-TS) data at the atomic level. This survey… Show more
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