Definitions

from Wiktionary, Creative Commons Attribution/Share-Alike License.

  • noun mathematics, computing The simultaneous clustering of the rows and columns of a matrix

Etymologies

from Wiktionary, Creative Commons Attribution/Share-Alike License

bi- +‎ clustering

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Examples

  • As a biclustering algorithm, nested clustering uses clustering on a single axis (bait side) as an intermediate step only, and as the final output derives submatrices (nested prey clusters) anchored by the bait clusters.

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  • We present a novel computational method, nested clustering, for biclustering of label-free quantitative AP-MS data.

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  • Compared with existing hierarchical and even biclustering methods, nested clustering was able to organize complexes more accurately in both data sets analyzed in this work.

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  • The biclustering configuration yielding the highest posterior probability is selected as the optimal solution.

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  • In this regard, we have also compared the output of nested clustering with several existing biclustering methods, BiMax (

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