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Compositional signatures were defined as the average cluster composition (i.e. its center-of-mass).
Fig. 2 Training time differences in cluster composition of the four groups Fig. 3 Teacher's title differences in cluster composition.
In both cases cluster composition and cluster sizes are comparable.
So, to estimate real cluster composition, we follow the same procedure described in Ref. [25].
This paper evaluates the role of regional cluster composition in regional industry performance.
The former two compositions correspond to deep eutectics of the binary subsystems while the latter to the basic icosahedral cluster composition of the Ti2Ni-type Zr2Co phase.
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We particularly evaluate the difference in terms of cluster compositions, which carry strong environmental implications.
Detailed APT studies showed Cr shells around oxide particles of all sizes in the Fe Cr Ti Y2O3 alloy, that a range of cluster compositions are present and that the particle chemistry varies with cluster size.
In other words, do the heuristic algorithms produce natural cluster borders and correct cluster compositions?
We can visualize the effect of the choice of clustering algorithm by comparing rank abundance curves and cluster compositions.
Of the remaining cases, 12% were only clustered by VNTRs, 7.7% only by RFLP, and 1.8% revealed altogether different cluster compositions by the two approaches.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com