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It should take only limited additional programming to produce not just ordinal rankings but also other useful statistical outputs, such as meaningful clusters of schools.
Furthermore, decomposition of the brain network in terms of meaningful clusters of regions, such as the ones generated by community-finding algorithms, does not by itself reveal "true" subnetworks.
The last step was to find meaningful clusters of tags.
They then performed K-means clustering to identify meaningful clusters of similar patients and explored the sources of similarities.
Standard psychiatric diagnoses are notoriously invalid - they do not correspond to meaningful clusters of symptoms in the real world, despite the obvious importance that they should.
We apply state-of-the-art semantic software technologies to the tracking of promising technologies not only by using keywords and descriptors, but by searching for meaningful clusters of keywords whose meaning is given by functional lemmas, extracted from full scale functional maps.
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Furthermore the experiments from the five ESFT cell lines are placed next to the primary tumors in the resulting dendrogram further corroborating the biologically meaningful clustering of samples.
The projections show a biologically meaningful clustering of related tissue types, even if they were composed of data generated in different laboratories and under different experimental conditions.
We presented an approach, deepBlockAlign, and showed that it can be used for a meaningful clustering of ncRNAs based solely on read processing patterns.
We propose an approximate AHC algorithm HappieClust which can output a biologically meaningful clustering of a large dataset more than an order of magnitude faster than full AHC algorithms.
Overall, we were able to identify five meaningful clusters for probability of occurrence and impact: "high-impact prospects", "high-impact expectations", "high-impact eventualities", "medium-impact eventualities" and "high-impact surprises".
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com