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This normalised centroid-based stability measure can be used to validate the results of clustering runs with random starting positions, with a variable number of predefined clusters, with a varying data base and even with variable features.
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This technology enables organizations to collect and analyze an avalanche of varying data from a myriad of network-enabled devices.
The varying fields are stored as a stream of varying data, rather than runs of constant value.
As mentioned before, taking a mean of such varying data is potentially problematic.
It also provides an explanation for the varying data from visual tests on PD patients: the differences in visual dysfunction between patients may reflect the fact that only some of them carry the LRRK2-G2019S mutation.
As explained in more detail in the next sections, the Yule-Simpson effect concerns the possibility that average-based comparison studies over aggregations of instances may lead to different conclusions than comparisons conducted without aggregation, due to an underlying trend of varying data distributions.
We design a hybrid, fault tolerant, and high performance Information Service supporting both the scalability of large amounts of relatively slowly varying data and a high performance rapidly updated Information Service for dynamic regions.
There's a reason all AI models are unique: Each problem requires a different solution and provides varying data resources.
36 We calculated an additional inverse probability weight for having time varying data, and we gave a weight of zero to those without time varying data.
Similarly, describing the injuries incurred is difficult due to varying data collection methods and a lack of a commonly used tool to provide appropriate information about the injuries.
Observability is quantified by examining the estimation error in a series of identical-twin experiments varying data density, tide wavelength, assumed (versus actual) topographic correlation scale, and friction.
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