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The Fisher Discriminant Ratio is employed to determine a boundary between the clustered and scattered data points in one cluster, which is computed based on the distance densities of data points to the cluster centroid.
Dark regions represent high densities of data points and small dots represent isolated points.
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Financial-services firms want to have access to trading data in real time, which explains the high density of data centres near New York and London.
The color coding indicates the density of data points.
JB: Because those links are about the density of data, and it makes it easy to filter the stream.
Density-based clustering algorithms find clusters based on density of data points in a region.
The color of the plot presents the density of data points in each bin.
It works by constructing a potential proxy function to estimate the density of data points.
An outlier is defined based on the density of data objects existing in its neighborhood.
But PDBSCAN will get poor result when the density of data is non-uniform.
"Do we need the incredible density of data that we seem to automatically want to go to?" he wonders.
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