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In this study a very conservative criterion for cognitive impairment (at least 2 SDs below the appropriate norm) was applied.
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It is said to be imbalanced when a norm is applied, such as population/personnel ratios, or more sophisticated needs-related indicators.
For example, "rule following," which occurs when a rule or norm is applied to a situation, often minimizes effort and provides satisfying solutions that are "good enough," though not necessarily the best.
The Gustafson-Kessel clustering algorithm [ 17], based on the Mahalanobis norm, is applied on the set of data consisting of the pixels (observations) and the first three principal values (coordinates).
Once a sketch pool is obtained for the cluster, the L2 norm is applied to identify a sketch with the least sum of distances to all other sketches and the time series corresponding to this sketch is declared as the cluster representative.
First, a per-query zero-mean and unit-variance normalization (q-norm) was applied in order to prevent the scores of the individual systems to be in different ranges and to obtain query-independent scores.
This was verified by an illuminating example where the method of the fitting based on L p norms was applied.
In these approaches, norms are applied to aggregate all violations as a scalar.
Ricketts norms are applied to Caucasians and not to all ethical and racial groups.
The next step is to normalize the confidence scores per query, for which z-norm is applied to each query score (q-norm).
Firstly, the ℓ2-norm is applied on each row of the matrix, and then the ℓ0-norm of the resulting vector is computed as the result of the mixed-norm.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com