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Interpolation of solute concentration measurements often yields disappointing results, especially when it fails to incorporate some knowledge relative to the underlying physics of groundwater flow and solute transport.
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In the above step a, we have an opportunity to incorporate some previous knowledge into the priors of unknown parameters, e.g., error variances.
For (i), we would like to specify the model such that it will both incorporate some prior knowledge about biological processes and learn new things from data.
In this paper, the study of robust FSBB design with sparse tap weights via convex optimization has been conducted by incorporating some priori knowledge of microphone mismatches.
The model differs from purely statistical-empirical approaches by incorporating some geomorphic knowledge of fluvial channel belt geometry within the fan system.
In the Pareto (I) case, Lwin (1972) introduced a conjugate family of priors for which can be used to incorporate some degree of prior knowledge of the parameters.
Once again, design principles can also incorporate some of our current knowledge of invasion ecology in order to predict potential outcomes.
We incorporate some of these types of knowledge in the feature vector as well.
Model-based CS [14] incorporates some other prior knowledge rather than the sparsity or compressibility of signal in CS.
It combines the attractive features of the correlation- and cepstral-domain system identifications, and has the advantage of providing the flexibility in incorporating some a priori knowledge of the parameters, if available, to facilitate the process of parameter estimation.
There are different content recommender systems developed that incorporates some degree of knowledge by processing content along with meta information (Bobadilla et al. 2013; Ricci et al. 2011; Lops et al. 2011).
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com