For completeness, we first assume real data is available once per day and then assume real data is available much less frequently, such as in Figure 1(a).
We assume that data is available in a relational form, where we only have information about the degrees to which pairs of objects in the data set are related.
We use filters to select the pieces of data we want or need, but that assumes that the data is available to be filtered.
end{aligned}In theoretical considerations for approximation based on values of the target function, we will usually assume that the data is available as a sequence ({mathcal{C }_m}) of finite subsets of (mathbb T ^q).
This process is, in the present case, further complicated by the fact that the majority of tools developed to extract SNPs assumes that genome data is available and that sequence depth is even for the underlying genotypes, meaning that one expects around half the reads from each allele at heterozygous sites.
Most approaches use optimization technique to determine the position of each facility, assuming that the required data is available.
Throughout the discussions in this paper, we assume that this quantitative data is available to us.
The Elastic MapReduce (EMR) product of AWS does not support incremental data processing and assumes that all the data is available in the cloud in advance.
It is possible that in some areas other meteorological indices may offer better performance than those presented here, assuming that the necessary input data is available.
However, all these algorithms assume that the input regressor data is available to the sensors, but this data is not always available to the sensors.
Whether the parameters for the mathematical model can be found assuming that sufficient and error-free data is available is the subject of a priori or structural identifiability analysis.
