Sentence examples for preprocessing processes from inspiring English sources
The data extraction, data cleaning, data integration, data transformation, and data reduction operators can be regarded as the preprocessing processes of data analysis [20] which attempts to extract useful data from the raw data (also called the primary data) and refine them so that they can be used by the following data analyses.
Section 2 presents preprocessing process.
The investigated diseases genes are collected, preprocessed, processed, mined and optimized using R.
Computational Fluid Dynamics (CFD) represents the scientific alternative to preprocess, process and post-process the fluid flow inside stirred tanks.
Similarly, denoising step also leads to a one-way result in the whole preprocessing process.
Data preprocessing Two processes are executed in this step: (1) Noise removal: This involves discarding 3D points with low confidence values (lower than 0.8 note that the range of confidence values is [0-1] [33]) as well as those that lie beyond a 2 m range (according to the recommendation discussed in the "Design recommendations" section).
34 Briefly, we used a three step process: preprocessing, including registration, removal of non-brain tissue, and correction for bias field; detection of white matter hyperintensities on T2 weighted images, including removal of false positives; and post-processing, including the generation of probability maps for white matter hyperintensities and details.
All spectra were processed using the same preprocessing procedure to ensure overall consistency.
A careful preprocessing procedure can significantly improve the performance of the recognition process.
The outcomes of preprocessing stage are two processed images containing co-scaled translated masses.
As Plamondon and Lorette have stated that the design of a signature verification system generally requires the solution of five types of problems: data acquisition, preprocessing, feature extraction, comparison process, and performance evaluation.
