Example sentences for: self-organizing

How can you use “self-organizing” in a sentence? Here are some example sentences to help you improve your vocabulary:

  • A variety of techniques such as hierarchical clustering, k -means clustering and self-organizing maps have been implemented with success, especially in classification [ 13].

  • Typical examples might include clustered results (from hierarchical or k-means clustering) or results from self-organizing maps.

  • A partitioning of the learning set can be produced directly by partitioning clustering methods (for example, k -means, partitioning around medoid (PAM), self-organizing maps (SOM)) or by hierarchical clustering methods, by 'cutting' the dendrogram to obtain K 'branches' or clusters.

  • In analyzing DNA microarray gene-expression data, a major role has been played by various cluster-analysis techniques, most notably by hierarchical clustering [ 3], K-means clustering [ 4] and self-organizing maps [ 5].

  • Life requires energy to maintain itself against entropy, as does any self-organizing open system.


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