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Although classical AP is a powerful algorithm for clustering that works very well for regularly shaped clusters, with elongated or irregular multi-dimensional data it may force division of single clusters into separate ones or it may provide low-clustering results (Leone et al., 2007).
By removing single clusters the number of remaining clusters is (|X|-1).
That's fine, as long as your applications mostly run within a single cluster, but as Facebook grew, its applications also expanded beyond these single clusters.
By means of a time-of-flight setup, measurements of the velocity of single clusters and velocity distributions were possible.
The procedure explores ideas from cluster analysis, but was designed to identify single clusters without the necessity to partition the whole data set into clusters.
The articles of the same categories tend to incorporate into single clusters as justified by clearly visible block-diagonal structure of both idf and bp partitions.
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Specifically, instead of producing a single clustering they produce a hierarchy of clusterings.
The flowers are single, clustered, or in long spikes in the leaf axil.
Most of its characters come from a single cluster of working-poor families living in a noisy, hot slum on the outskirts of Naples between 1950 and 2010.
Each dot represents a single cluster.
Table 1 Cluster parameters of a single cluster, contained in.
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