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More widely, the deterministic matching algorithm used to link the various datasets in the PIAC cohort study relied on identifying suitable match keys using a set of criteria concerning their statistical properties.
Fiori and Jager [ 9], Fiori et al. [ 10]; Fiori et al. [ 19] and Litwin [ 20] used social network measures from various datasets including the Wisconsin Longitudinal Study, Americans Changing Lives Studyy, the Berlin Aging Study, and data from the Israeli Central Bureau of Statistics to classify types of individuals' social networks in old age.
Files summarizing the presence of OTUs for each gene and the amount of missing data in various datasets help the user to select the best set of genes for subsequent inferences.
Experimental results on various datasets demonstrate the efficiency and the efficacy of our proposed method against five other competitive approaches, and the scalability to the data with thousands of classes.
All of the three doublet types almost equally contributed to performance enhancement across various datasets (except the sign doublets in the NB).
The correlation coefficients between various datasets validated the clustering order of laboratory, platform and source (Table 3).
Confirmed by the t-Test score, our proposed method shows a superior performance in the presence of different levels of noise on various datasets from the UCI repository.
To determine homology between A. americanum and I. scapularis, several BLAST searches of the A. americanum EST library were conducted against various datasets of the I. scapularis genome sequence, which is publicly available through VectorBase.
Experimental results are reported for various datasets of the LandSat7 imagery at multi-temporal points and compared with the results produced by some existing algorithms and obtained from some survey data.
An Arc Hydro geodatabase was constructed to organize various datasets on the watershed.
Experiments on various datasets verify the performance of error bound analysis and training size determination.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com