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This strategy not only guarantees to generate balanced clusters over the network, but also has the ability to determine the precise number of clusters.
All ligands of each dataset were clustered with LigandScout using default settings except for the cluster distance that was adjusted for each NR to obtain balanced clusters.
Obtained simulation results over 10 heterogeneous networks show that SIF outperforms the existing clustering-based protocols in terms of generating balanced clusters and prolonging the network lifetime.
Synaptic weight vectors of these neurons represent well-separated, compact and balanced clusters in the input data set.
In SIF, fuzzy c-means clustering algorithm is utilized to cluster all sensor nodes into balanced clusters, and then appropriate cluster heads are selected via Mamdani fuzzy inference system.
The Silhouette clustering yielded two distinct and balanced clusters, however, they were both equally composed of asthmatics and non-asthmatics.
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Any service offered by a load balanced cluster is deployed on every member of the cluster.
Balanced clustering for random molecular barcodes deserves further optimization depending on the application.
Furthermore, it ensures that each server in a load balanced cluster returns the same results for a number of queries by comparing the results from the server being tested to that of a dedicated master server.
Finally, we propose energy balancing cluster routing based on a mobile agent (EBMA) for WSNs.
To balance cluster size, one large village will be excluded and the remaining villages will be randomized into two groups (intervention and control).
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