Sentence examples for preprocessing activities from inspiring English sources
Preprocessing activities include: check keys, referential integrity, and domain consistency; identify missing attributes and blank fields; replacing missing values; data harmonization e.g., check different values that have similar meanings such as customer, client; check spelling of values; check for outliers.
After preprocessing, a block analysis compared neural activity associated with the pain and no-pain conditions.
Because the BOLD signal is an indirect measure of neuronal activity and anticorrelations can be introduced by preprocessing steps, such as global signal regression, the neurophysiological significance of correlated and anticorrelated BOLD fluctuations is a source of debate.
The extraction of the Activity Area can be considered as a preprocessing step, which can be omitted for real-time processing.
Typical activity recognition algorithms include the steps of signal preprocessing, data segmentation, feature extraction to reduce data dimensionality, and classification of the features in a set of predefined output classes (see Figure 2).
Several topics are presented like preprocessing tasks including a review of Kinect recalibration techniques, object tracking and recognition, and human activity analysis.
L.T. contributed preprocessing analysis tools.
A framework for oligonucleotide microarray preprocessing.
See Methods for details concerning data acquisition and preprocessing.
After preprocessing, SINCERA pipeline30 was used for downstream analysis.
