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Exact(15)
Here a merging of clusters may aim at forming a merged cluster which have nodes in the merged cluster of similar Q values or Reward values as calculated from application of Eq. 16.
The merging of clusters also gives upper bounds for the actual utility.
The generative model is used to derive criteria for the elimination and merging of clusters, while simple heuristics are used for the initialisation and splitting of clusters.
The revised centroid point has been identified from merging of clusters.
If this minimal value is positive, then merging of clusters enables variability reduction in all the layers.
This condition for merging of clusters is applied with the module score approach to obtain the final clustering.
Similar(45)
We also explore the option of removing nodes from the cluster and merging of two clusters.
- SPRSQ: The SPRSQ measures the loss of homogeneity due to the merging of two clusters to form a new cluster at a given step.
Clusters are updated at regular intervals of the algorithm to allow merging of close clusters approaching the same local minima.
When polarity factor concentration is low, small initial clusters grow more slowly, perhaps allowing more time for diffusion-based merging of nearby clusters to form a broad and shallow single peak (Klunder et al., 2013).
The main difference is that merging of two clusters is possible only if there is variability reduction in all the layers.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com