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All slides were reviewed by expert investigators in a blinded data manner.
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In comparison with the traditional centralized data collection manner (all-to-one), it really reduces network energy consumption to a certain degree.
All these involved designs are performed in the data-driven manner, and thus avoid the information requirement about system drift dynamics.
While U-Cities operate in a data-intensive manner, they often prohibit the sharing of some of the data for the protection of personal information.
The flexibility of the modular approach allows us to use the strengths of each mass spectrometer for collecting additive information about a sample in a data-dependent manner.
The 10 most intense ions were selected for MS/MS in a data-dependent manner.
DAELasso achieves variable selection and coefficient shrinkage in a data-based manner.
Fundamentally, this corresponds to an unsupervised clustering problem, where the brain receives a stream of experiences and must cluster them in a data-driven manner.
Furthermore, it yields a compromise between Ridge and LASSO regressions, and hence combines a weak (l2-norm) and strong (l1-norm) shrinkage, in an adaptive, data-driven manner.
In the area of BI&A, the following issues are critical but difficult to tackle: (1) How to identify key performance indicators (KPIs) in a data-driven manner?
The model is analyzed from a Bayesian perspective and has the benefit of automatically down-weighting time points close to motion spikes in a data-driven manner.
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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