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The final representation of data constructed by the deep learning algorithm (output of the final layer) provides useful information from the data which can be used as features in building classifiers, or even can be used for data indexing and other applications which are more efficient when using abstract representations of data rather than high dimensional sensory data.
If HIRA chooses to monitor cost efficiency using claims data constructed by the incurred time, this will lead to a delay until all claims of that time have been filed.
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The human non-cancer and cancer cell GRNs were constructed using the filtered data constructed by Gerstein et al. (2012) for the GM12878 and K562 cell lines respectively.
In addition, this model outperformed similar models trained on data constructed by SAscore [9] and DR [20] approaches.
Note that the same classification procedure used in Section 5.4 was applied for each data cube constructed by the selected bands.
The meta-heuristic algorithm is compared with an exact branch and bound procedure on the basis of a computational experiment performed on a data set constructed by the ProGen/πx project generator.
The second module is the actual DP scanning algorithm which queries the data structure constructed by the first module every time the likelihood of a tile needs to be calculated.
aSources attributed to cited quotations in Stage 2 data are constructed by the initial of the site principal investigator's surname and the first letter of the lead organization (e.g., 'Evans' and 'Yale University' would be 'EY'EY
24 Interview data are jointly constructed by the interviewer and interviewee, 25 and our interviewer had no clinical knowledge of hip fractures.
Bright sunshine hours data were specifically constructed by the Met Office to indicate long-term averages, and therefore should represent area-chronic exposure.
In this article we compared sequencing data of libraries constructed by the above-mentioned three different protocols, and validated some results by qRT-PCR using stem-loop primers [ 9].
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