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For an underdetermined system y=Dx, assuming that the coefficient vector x consists of a series data segments with given length (left { d_{m}right }_{m=1}^{M}) and denoting m-th segment as x[m], the segment is called block.
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Low values of entropy imply predictability and high regularity of a time series data.
To calculate ApEn of a series of data, the data series is evaluated for patterns that recur.
The proposed TSkmeans algorithm can effectively exploit inherent subspace information of a time series data set to enhance clustering performance.
In order to measure the degree of regularity of a series of data (of length N), the data series is evaluated for patterns that recur.
She announced another of a series of data driven challenges called "coastal inundation in your community".
The company, which has been at the centre of a series of data scandals, also owns Instagram and WhatsApp but has previously kept their operations largely separate, which was a reassurance to those who did not use Facebook.
In general, the entropy of a series of data {x 1, x 2 … x N } can be calculated by Eq. (15).
The Registry Forms (RF) consisted of a series of data including: clinical and laboratory results regarding admission, hospital stay, treatment, discharge diagnosis and sequelae.
The pre-processing template consists of a series of data cleaning rules mainly performed using Java regular expressions [ 33, 34].
In practical cases, algorithm ACSMF-simple should be preferred over algorithm ACSMF as (i) it has less memory requirements (see Theorem 3); and (ii) it avoids the construction of a series of data structures (see Section 3 in this regard).
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com