Exact(5)
For each element of the proposed dimension we looked at the interview material, searching for prototypic examples (content analysis).
First, we introduce a recently proposed dimension reduction technique, referred as Fast Johnson-Lindenstrauss TransFJLT (FJLT), and propose the use of FJLT for image hashing.
In [ 26], the authors proposed dimension reduction using partial least squares (PLS) and classification using logistic discrimination (LD) and quadratic discriminant analysis (QDA).
Besides, a comparison is made between the proposed dimension reduction method based on PCA (PCA method) and the data compression method based on wavelet transformation (wavelet transformation method) [ 14].
Validity estimation for a new proposed dimension is not simple.
Similar(55)
To circumvent limitations of modelling high-dimensionality systems, Wikle and Cressie [33] proposed dimension-reduced DSTMs aimed at capturing nonstationary spatial dependence under optimal state representations using Kalman filtering.
3, we detail our corpus and its annotation process as well as our proposed dimensions.
To clarify and illustrate the proposed dimensions, we use the sustained example of health systems research.
Finally, we conclude that the classifiers evaluations both intrinsic and as part of CAM demonstrate the potential of the proposed dimensions to support the writing of scientific abstracts.
Once we had our abstract corpus ready, its annotation was processed in two stages: (1) rhetorical structure annotation, and (2) annotation of coherence-related aspects according to the proposed dimensions.
The proposed dimensioning procedure allows to compute the required power for the DL common channels and the maximum number of simultaneous voice and data connections allowed at each carrier.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com