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This function generates a vector of white Gaussian noise of mentioned signal-to-noise ratio (snr) value in decibel scale and adds to the signal vector x.
aEach k-mer generates a vector of string indices, encoded as an integer array of offsets required to "visit" each string index containing the k-mer.
In this work, we vary the distance threshold from 0.0 Å to 30.0 Å, with a 0.2-Å step, which generates a vector of 151 entries for each protein.
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The proposed extension of the GPR model to the MIMO framework allows incorporating the relationships between the different response variables in order to generate a vector of predictions.
For each sentence, we generate a vector of stemmed words.
For each sentence, we generate a vector of bigrams by concatenating every two neighboring stemmed words in the sentence.
We generated a vector of 404 dimensions, which contain 400 features of dipeptide composition and 4 features of the selected four domains of PROSITE.
In the hybrid approach, we generated a vector of 22 dimensions, using composition of 18 selected dipeptides and 4 features of PROSITE domains.
In this hybrid approach, we combined the 20 features of amino acid composition and 4 features of selected four domains of PROSITE and generated a vector of 24 dimensions.
Within each co-expression group the distance (number of genes) from each member to the nearest member was stored; this generated a vector of pair-wise distances whose values were then compared with g prox, an integer parameter that was varied from 1 to 200.
In order to generate a vector for production of TEVp, a KpnI-site that should facilitate the replacement of TEVp with other proteases of interest was first introduced upstream of the TEVp coding sequence in pMal-TEV2.
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