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Data reduction was performed with APEX II [26].
Data reduction was performed using the Glitter software.
Data reduction was performed using DOSC, WPT and PLS algorithm.
Data reduction was performed using kernel matrices and wavelet packet transform, respectively.
Data reduction was performed with CrysAlis Pro [32] including the program SCALE3 ABSPACK for empirical absorption correction.
After conformer models were produced, a data reduction was performed whereby conformers were sampled to identify a random set of conformers that have a minimum RMSD distance to each other.
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Cell refinement and data reduction were performed with Bruker SAINT.
Big data reduction is performed in second and third steps.
Data collection, cell refinement and data reduction were performed with SMART (Bruker, 1998), SAINT Plus (Bruker, 1998) [31] respectively.
The data reduction is performed using a vertex decimation approach to provide a user's preferred parameters to reduce the big data.
The survey reveals that big data reduction is performed at many levels during the data processing lifecycle that include data capturing, data preprocessing, data indexing and storage, data analysis, and visualization.
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