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In the considered sequence, the number of S blocks is, while.
Furthermore, the self-mappings of the considered sequence satisfy a probabilistic ϕ-contractive condition which is based on the use of a control ϕ-function.
Therefore, the index of the considered sequence (tilde {k}_{0} ) is deduced according to the following minimization metric: tilde{k}_{0} = mathop{mathrm{arg,min}}limits_{0le kle K-1}, left|mathbf{Cseq}^{ k)} -mathbf{Cseq}^{({k}_{0})} right|.
Our approach differs from previous work as we perform backoff path selection for each word sequence individually in run-time, selecting the path differently for each possible sequence of POS tags in the context and basing the decision on the perplexity results relevant only to the considered sequence of POS tags.
For all considered sequence distance measures we observed the following pattern among the V3 loop sequences.
To identify novel miRNA, we considered sequence reads with a frequency ≥2, and approximately 0.2 million reads qualified this criteria.
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Terrezas-Morano et al. (2011) proposed a multi-period multi-site production planning that considered sequence-dependent jobs with multiple markets and warehouses.
We only considered sequences that perfectly matched previously identified mature miRNA sequences as known miRNAs.
Setting blast E-value to <1E-10 we considered sequences beyond that cut-off as putative candidates.
For boosted regression trees, we considered sequences of 10,000 regression trees.
Likewise, we considered sequences with posterior probability ≥60% as high confidence and assigned them numeric labels.
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