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Because cannabis is not yet fully legal in Canada, some of Statistics Canada's numbers are based on "a number of assumptions, models and sparse data sources related to the production of the mostly illegal cannabis industry".
From the data integration point of view, a series of perl scripts have been developed to retrieve different datasets from remote and sparse data sources.
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Note the sparse nature of their data sources and their lack of reference to any existing environmental histories.
Interpolated estimation of Markov source parameters from sparse data.
Bunte, K., Leppäaho, E., Saarinen, I. & Kaski, S. Sparse group factor analysis for biclustering of multiple data sources.
Sparse k-means clustering and an extension to accommodate multiple data sources were used to cluster patients into more homogeneous groups using biological and radiological data both individually and collectively.
Of course right now both of these projects are embryonic and the data they have is very sparse which means nestoria are still reliant on commercially licensed maps and data sources.
In these cases, a sparse solution may be too selective to thoroughly combine the complementary information in the data sources.
First, Supervised Weighting of Composite Networks (SWC) integrates diverse data sources with supervised weighting, and successfully fills in missing co-complex edges in sparse complexes to allow them to be predicted.
Huang et al. propose a sparse composite linear discriminant analysis model for identification of disease-related brain regions of AD from multiple data sources [71].
The problem of deriving estimates from only a small number of data sources is a common problem especially in fields of application where empirical information is sparse due to the rarity of the condition in question.
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