Table 2.
Domain Assumptions | Features | Feature Assumptions | Transformation used | References |
---|---|---|---|---|
The information is held in the statistical descriptors of the data distribution (stochastic process) | Form factor | Gaussian distribution of the time series and its derivatives | [50,51] | |
Symbolic dynamics features | Symbolic dynamics | [25,26,52-54,86] | ||
Standard statistical features | Gaussian distribution of the time series | Bins | [9,16-18,25,55-63] | |
Turns count | Spike-like behaviour of the time series | [50] |