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Working with Ravi and a group of farmers and betel tream climbers, we considered two approaches: create a technology that eliminates the need for skilled climbers or design a technology to make climbing safer.
Unsupervised learning approaches create a predictive model based on input data with a clustering method.
Conventional approaches create a feature set using spectral binning and then apply multivariate techniques to detect patterns among features across sample groups.
The key difference between the systematic review or guideline approach and the traditional one is that these alternative approaches create a set entirely comprised of relevant references while a hand search produces a closed universe comprised of both relevant and irrelevant references.
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Moreover, the centralized nature of the conventional SDN approaches creates a bottleneck and thus reduces resilience and scalability.
Setting RCTs in opposition to other systematic research approaches creates a false dichotomy.
Combining both approaches created a fully accessible bead motility assay allowing for full control over all its constituents [ 375].
Motivation: The recent development of methods for modeling RNA 3D structures using coarse-grain approaches creates a need to bridge low- and high-resolution modeling methods.
Combining these approaches creates a set of International Standards Organization (ISO) – compliant Common Data Elements (CDEs) for the mesothelioma tissue banking initiative supported by the National Institute for Occupational Safety and Health (NIOSH) of the Center for Disease Control and Prevention CDCCenter for Disease Control and Prevention CDC
So, when creating this ranking, we decided on this approach: create a "present-value" of a future Top Advisor ranking (going out to, say, 2030).
Such variety in style is what the World Cup is all about, and the different approaches created an intriguing tactical battle.
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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