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Data requirement for the proposed method is significantly lower than the previous top-down and bottom-up approaches.
Based on this framework, a series of experiments were designed and carried out to: (1) investigate factors that influence the learning precision and minimum data requirement for successful learning; (2) address the scalability issue of QML systems.
A new approach which combines recursive digital filter (RDF) model with conductivity mass balance (CMB) method was considered to be reliable for baseflow separation because the combined method takes advantages of the reduced data requirement for RDF method and the reliability of CMB method.
The data requirement for AHP is less data-intensive than classic statistical methods, which are based on historical data (Arriaza and Nekhay 2008).
The data requirement for authorization of PPP in the European Union EUU 283/2013) determines that amphibians must be considered to be in prospective environmental risk assessment.
The evaluation involved only five endpoints because no data were available for the products regarding Lemna growth inhibition (toxicity to water plants is no standard data requirement for fungicides).
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In our view further work is needed to find a better balance between data requirements for descriptive epidemiology, required resources and data quality issues for the surveillance of NNOs.
Data requirements for such a more comprehensive model have been discussed eflsewhere16.
This paper begins by examining data requirements for identifying geographic hotspots for land use change.
However, it is not clear what the minimum data requirements for producing acceptable estimates of the RDF model parameters are.
This report addresses the general data requirements for reliability analysis of fielded wind turbines and other wind plant equipment.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com