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With k = 9, ADMIXTURE was then run again on the whole core SNP set nine times with varying random seeds; the Q-matrices were aligned using CLUMPP software53 and clustered on the basis of similarity.
The ring systems were extracted from natural products and trade drugs and clustered on the basis of structural similarity in a Self-Organizing Map (SOM), which demonstrates that current trade drugs and natural products have several topological pharmacophore patterns in common.
As described above, sequences were classified and clustered on the basis of BLAST results.
Sequences were subsequently collated and clustered on the basis of BLAST similarity to derive groups of sequences, which putatively derive from the same gene using the software package - CLOBB [62].
A total of 4,000 probes identified in the multiclass SAM comparing the embryonic mammary populations with a FDR < 5% were clustered in R. Probes were centred by the median and clustered on the basis of their correlation distance using a Ward algorithm.
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Virus strains were clustered on the basis of nucleotides, and only dominant clusters were used to infer phylogenetic relationships.
Once identified, these points are clustered on the basis of proximity and coplanarity.
f, Genes are clustered on the basis of co-occurrence in a 10 × 10-pixel window.
Life cycles are then clustered on the basis of estimated regression coefficients.
The program STRUCTURE allows individuals to be clustered on the basis of their genetic information [20].
Genes were then clustered on the basis of their normalized expression intensities using the Avadis software (version 3.1, Stratagene).
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