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Otherwise, the successive data point becomes an additional cluster center (Al-Dousari and Garrouch 2013).
While this approach limits the number of sound-tag weights that need to be learned, the additional cluster nodes and links tend to cancel out this savings.
Closer inspections of the transcripts have also shown that inter-cluster rearrangements and splice variants, involving the additional cluster, increase the functional diversity of the sheep beta chain repertoire.
In this paper, we extend the k-means algorithm to provide data clustering and outlier detection simultaneously by introducing an additional "cluster" to the k-means algorithm to hold all outliers.
The effect on [18F]-FDG metabolism was 2.9 ± 0.8% at 1 Hz and 2.5 ± 0.8% at 50 Hz for the dentate gyrus clusters and 3.3 ± 0.5% for the additional cluster in the entorhinal cortex at 50 Hz.
The improvement resulted in identification of an additional cluster of male patients with no dementia, construction of significantly larger clusters, and elimination of obvious outliers that have been present in previous subpopulations.
These two clusters have an additional hierarchical level, which may have resulted from a more detailed cluster division due to an increasing number of nodes or separation of interests, resulting in an additional cluster in their view.
Additional cluster analyses with different linkage matrices produced similar results (data not shown).
An additional cluster of Somali children has also been reported in the US state of Minnesota [53], [54].
This patient's recording array did not cover cortex anterior to the TTS where we would hypothesize an additional cluster is presumably located.
An additional cluster contained viral transaldolase (talC) sequences, which are implicated in cyanophage-mediated carbon metabolism during the dark cycle of host cells [27], [45].
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