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The process relies on the combination of different pattern recognition and classification algorithms in order to provide a robust insight of the energy usage patterns at different levels and at different scales (from single building to stock of buildings).
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To have a more robust insight in the potential impact of the product group-specific sodium criteria on population salt intake, additional modelling was conducted by using the complete food consumption survey data from the US, UK and NL.
Translating often unprecedentedly large, complex and conflicting bodies of information into actionable, robust insight is a significant challenge that has not been overcome".
These previous MRI investigations, based on the region of interest (ROI) method, have provided considerable and robust insight into morphological abnormalities characterizing KS.
There is a clear need to explore this topic using nationally-representative samples to provide more robust insights into the prevalence of preconception health behaviours and patterns of preconception service use by women with chronic health conditions.
Running an assumptions buffet successfully can be tricky - good planning and practice are rewarded with more robust insights.
To close these gaps and identify useful packaging strategies, we combined the synergistic properties of two controlled experiments and an observational field study, which together offer robust insights into how the delivery package affects return intentions.
Although the diversity of models and model outcomes may look confusing, a pluralistic approach may actually be the best research strategy for achieving robust insights.
This kind of analysis not only allows us to study how each of the representations behaves using the original images (naturally containing some noise due to the imaging devices), but also gives an insight of how robust each of the representations actually is: those representations that produce similar results with or without induced errors can be regarded to be robust.
As our understanding becomes more robust, greater insight into the genetic influence in CD will continue to be critical for the development of future therapeutic strategies.
We asked whether these heterogeneous models can be integrated to provide consistent and robust biological insights into the biology of insulin resistance.
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Since I tried Ludwig back in 2017, I have been constantly using it in both editing and translation. Ever since, I suggest it to my translators at ProSciEditing.

Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com