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The phrase 'data-driven methods' is correct and can be used in written English
For example, "We have developed new data-driven methods in order to improve our efficiency."
Exact(58)
Mr Pentland, a pioneer in adding data-driven methods to the social sciences, backs them up with numerous examples from his research.
Fig. 1 Data-driven methods applications.
However, also data-driven methods can be employed [28].
Hybrid prediction methods combine physical model-based and data-driven methods.
The readers are welcome to test other calendars and data-driven methods as well.
Data-driven methods have proved their utility in radiology workflow optimization and reporting.
As can be seen in Table 3, performance decreased using lexicons with pronunciation variants generated using data-driven methods.
Prognostic models are typically categorized into three groups: data-driven methods, physics-based methods and integrated methods.
This paper provides a comparison study on the basic data-driven methods for process monitoring and fault diagnosis (PM FD).
The experimental results show that WMODA can detect more fault samples than the traditional data-driven methods.
Initial predictions are constructed by Fuzzy Inference Systems (FISs), whereas subsequent predictions are performed by data-driven methods.
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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