Exact(41)
Otherwise, the successive data point becomes an additional cluster center (Al-Dousari and Garrouch 2013).
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 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.
This patient's recording array did not cover cortex anterior to the TTS where we would hypothesize an additional cluster is presumably located.
This study extracted 83 confirmed cases reported during the study period, and an additional cluster (#6) was identified via spatial-temporal and epidemiological linkage analysis (definition of cluster refer to supporting information, Text S1).
Similar(19)
They have used the popular linkage analysis algorithm called 'PageRank' with an additional clustering process to efficiently detect botnets.
In such cases, the output of the map will provide an additional 'Clustering' link.
To investigate the distinctiveness of the chimpanzee strain we isolated, we used a principal component analysis as an additional clustering method.
After the computation of an enrichment score for each database, an additional clustering step is performed to group genes that share similar annotations, regardless of the database.
Genes with a q-value of 0, representing a very low likelihood of false discovery, were selected as the final gene set, and were used as the basis for an additional clustering step to determine the final class assignments.
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