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Thus, the cluster j in the first solution should be equivalent to cluster j in all the other solutions.
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Since line vectors of a matrix contain the information of genes, clustering similar vectors together is equivalent to cluster similar genes together.
The UPGMA method is equivalent to clustering algorithms implemented in popular microarray packages [ 17], whereas NJ have not been used so far, to our knowledge, in microarray studies.
For m=1, FCM will be equivalent to k-means clustering.
Recent research uses the more restricted case of edge clustering (which is equivalent to topic clustering on topics of two nodes each) with good success [ 106] -[ 108].
This is equivalent to hard clustering, and false positives in clusters are more likely.
Note that since τ off ≫ τ on, τ esc τ off ≈ 〈 n 〉, where 〈 n 〉 is equivalent to the TCR cluster size.
In the proposed algorithm, we select small cells sequentially from the first element of Θ to the last one, which is equivalent to determining the clustering formation.
If no gene function annotations are available, DWCN is equivalent to the tight clustering method.
In this case, this QCC method is equivalent to complete-linkage clustering.
Within these clusters, the mir-92-mir-19b-mir-20a-mir-19a-mir-18a-mir-17, which is equivalent to the mammalian mir-17-92 mir-17-92 mir-17-922b-mir-302cluster811-mir-302andir-302d-mir-302b-mir-302c-mir-1811-mir-302a-mir-302d-mir-367 six miRNAs.
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