In terms of this proposal, the information about the channel conditions provided by all the users is transformed to metrics distributed along the bandwidth, just as happen with other proposals (e.g., search tree-based algorithm).
With their first online art catalogue, Art of Fraud, the firm has transformed the metrics of cybercrime into abstract compositions of red and blue dots and lines.
Consistent with our conjecture, the transformed tree-ignorant metrics (particularly Mutual Information) often outperformed the tree-aware metrics.
This distortion can be represented as the energy of residuals, for example, with sum of square difference (SSD), sum of absolute difference (SAD), or sum of absolute transformed difference (SATD) metrics.
The robust statistical properties of transformed tree-ignorant metrics coupled with their generally many orders of magnitude faster computational speed opens up new prospects for detection of coevolving residues within and between proteins.
We report an assessment of the hypothesis that appropriately transformed tree-ignorant metrics have similar statistical power to tree-aware approaches by performing a systematic comparison of nine coevolution algorithms.
Although informative, if possible, these metrics should be transformed into a metric that can also be compared across all interventions, regardless of the behavior targeted.
Therefore, we pursued the question of how specific STRF metrics are transformed between neurons that are putatively monosynaptically connected.
We effectively transformed our raw behavioral metrics into a set of six principal components that defined the behavior of the strains in response to the thermal pulses.
Generally, either the latter is omitted i.e. individuals are considered as independent or individual observations are transformed into a pairwise metrics, the choice of which is intricate and can have a terrible impact on downstream analysis.
