Sentence examples for approaches to data transformation from inspiring English sources
Similar associations were also confirmed using SEM and different approaches to data transformation and the treatment of missing data.
The objective of the project was to design a new conceptual approach to configurable data transformation, de-identification, and submission of health and genomic data sets.
You can read more about their approach to data here.
To detect faults and write the system state via the input output data, an approach to data-driven design of a residual generator with a full-rank transformation matrix is presented.
While, a near-surface model from DCI approach needed a data transformation into frequency-slowness (f-p) domain to allow for dispersion curves picking per shot gather.
This approach simplifies the construction of the protocol: the user does not have to specify data transformation tasks, allowing optimal handling of the data (the format conversion information is directly accessible in the job result page).
Due to strong correlation and an abnormality in data distribution, no substantial improvement in diagnostic power was found with the best linear combination by LDA approach even with data transformation.
However, decision tree model with either 4-h alore or its combination with 2-h or 3-h did not suffer in diagnostic utility compared with its counterpart models identified with either LDA or DF approach, regardless of data transformation.
High correlation among the neighboring pixels, both spectrally and spatially in a multispectral image makes it indispensable to use relevant data transformation approaches, before performing image fusion.
Other studies have shown that methods based on initial transformation perform well only when this transformation was appropriate for the data (Briggs et al., 2005) and that extended GLM methods are likely to outperform the standard GLM and approaches based on initial data transformation (Basu 2005; Basu et al., 2006; Manning et al., 2005).
All three approaches gave similar results (not shown) which led us to use the first two data transformation approaches for subsequent multivariate analysis.
