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Based on our database modelling method, we implemented the DBLModeller command line tool to automate the 'Workload Extraction' and 'T2M Transformation' steps of the method.
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Additionally, the more QC checks that can be automated, the less the workload on individual DCC curators.
For example, the automated RPR test reduced the workload and overall test turnaround time.
Given the workload, we decided to automate the classification of the free text answers to CAIQ questions using the supervised machine learning algorithms (sequential minimal optimization and string vectorization) provided by the WEKA tool [26].
At re:Invent this week, it can be expected that there will be announcements that are designed to automate the complexities of connecting enterprise workloads to AWS.
With the well-documented decline in Wikipedia's volunteer workforce, automated editorial tools are clearly of value in reducing the workload for those that remain.
It can automate complex, repetitive decisions that make up over half of the workload in some business areas.
When adequate tools for GIS analyses are available, the workload is limited and the procedure can be automated.
Considering this large volume of possibly relevant text data requiring review by a limited number of FBI agents, automated classification methods would be useful for pre-screening text documents—reducing the workload of human analysts.
The presented technique greatly reduces the workload of pathologists, speeds up the process of TMA construction and provides a possibility for fully automated IHC quantification.
Consider the workload.
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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