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Represent the whole image of size [M,N] as a vector of size [MN,1].
Additionally, we mitigated the problem of flexible lengths since every epitope is represented as a vector of size 10 or 11.
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As a result, the shape context descriptor of a shape with N points form a vector of size N×r_bins×θ_bins.
Note that Equation (6) is a vector of size g × 1 (g = number of genotypes).
Each sample is a vector of size up to several hundred for OTUs representation.
Each protein is then represented by a vector of size 674.
Each block is represented as a sequential vector of size 4 as shown in Fig. 5, in which the first 3 pixel values form the input vector and the last value represents the predicted value of the fourth pixel.
The PDF of the resulting directions is computed as a vector of probabilities for which the size has been empirically set to 10.
In the context of genomics, y is the phenotype, A is a matrix of genotypes (in subsequent notation we will refer to it as g), x a vector of effect sizes, and the noise is due to nonlinear gene-gene interactions and the effect of the environment.
The interaction profile x c i is defined as a bit string (vector of size n g ), where the presence or absence of an interaction with target protein g j (j=1,2,…, n g ) is coded as 1 or 0, respectively.
The interaction profile y g j is defined as a bit string (vector of size n c ), where the presence or absence of an interaction with drug c i (i=1,2,…, n c ) is coded as 1 or 0, respectively.
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