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To get the most out of the new data resources, many companies are creating dedicated data groups that consolidate data collection, aggregation, and analytics, and are responsible for making data and insights available across functions and business units.
Such a model requires fundamentally novel algorithms for the data collection, aggregation, analysis, and composition of different services.
The requirements of data collection, aggregation, representation formats and contextual annotation hint towards another requirement of a resourceful and scalable computational infrastructure.
In this section, we demonstrate the operation flow based on the primary services, namely remote configuration for the M2M devices and sensing data collection (aggregation)/processing, when applying the proposed platform to the M2M communication business.
District officers and providers must also be trained on data collection, aggregation, and use of data for decision-making, and routine monitoring support must be incorporated into supervision and quality assurance efforts.
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Technical obstacles leading to some missing data during the collection and aggregation of data at the regional healthcare authorities weaken the results of the study to some extent.
Its most important characteristic is that it is also able to collect information for undocumented aliens due to its data-collection process based on the method of aggregation centres developed by Blangiardo (1993).
If noise exists in the data observations from faulty collection procedures, aggregation in the reported data, or another source, then the calibrated model is unlikely to fit the data exactly.
Data sharing, collaboration, and aggregation.
Free aggregation of data from the Cato Institute.
The 2015 Release of the Global Mammal Richness Grids data set of the Gridded Species Distribution collection are aggregations of the presence grids data for the entire class, individual families, and International Union for the Conservation of Nature (IUCN) Red List status categories.
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