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The survey, which aims to chart a million by 2006, was designed to give astronomers a handle on the way galaxies cluster in space, a pattern that reveals the hidden influences (such as dark matter and dark energy) that drive cluster formation.
However, the statistical process of fully evaluating the role of chance in a suspected cluster occurrence is daunting and lacks standardization, leaving political and emotional pressures to drive cluster investigations.
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Among hierarchical clustering analyses, particular gene expression transcripts repeatedly drive clustering and patient categorization.
The more prominent gene clusters that drive clustering into the main partitioning of the tumors could not be identified as a uniform biological mechanism.
One attractive possibility is that myosin motors in the nucleus may drive clustering of repair components or DSB sites to facilitate homologous recombination.
As we describe in the Discussion section, these will all work cooperatively to drive clustering of Nephrin and its various ligands, including both proteins and lipids.
Both data- and knowledge- driven cluster validation techniques were introduced in the paper.
Data-driven clustering.
First, we introduce a saliency driven clustering method to reveal distinct visual patterns of images by generating image clusters.
A Dirichlet process (DP) driven clustering approach is then developed to automatically segment the state space into local recurrence regions.
Similar results have been previously observed within the collaboration network of scientists at Santa Fe Institute [21], where, besides the expected grouping around common topics, some methodologically driven clusters have been observed.
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