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In particular, we incorporated additional information of our feature space as a regularization term into the standard optimization formulation with regard to the Laplacian SVM.
We incorporated additional information about the camp label of almost all case-patients and the pathogen genotype for 7 case-patients into the estimation procedure by adding a "weight" to the transmission probabilities between pairs of cases.
As an application of our de novo prediction for use in wet lab studies, we incorporated additional information available to an experimentalist and filtered by conservation, promoter/terminator, positional and tiling array data to further narrow down our predicted candidates in E.coli.
Four studies incorporated additional information to the distance metrics, such as crop acreage, amount of pesticide applied, and wind direction, to assess the relationship between drift and levels of pesticides in the dust.
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We also incorporated additional supporting information to microPIR2 such as nuclear and cytoplasmic localization of miRNAs and miRNA disease association.
The most recent sequence assembly, Btau_4.0, incorporated additional mapping information [ 14], fingerprint contig (FPC) maps, and bovine and sheep BAC end sequences [ 18] to resolve many of the inconsistencies of the two prior genome assemblies but has not been independently verified.
The PSM represents one of the possible ways how the standardized sleep staging can be extended and additional information incorporated; for example through sleep parameters like the AUC or entropy.
Teams that not only interpreted the results correctly but also identified a need for additional information and incorporated it into their analyses earned extra points.
As we pointed out before, one major drawback of potential growth methodology is that real-time estimates are prone to large revisions when additional information is incorporated, in particular after cyclical inflection points.
Because these trials provide additional information, we incorporated their outcome into the analysis of mating propensity, controlling for repeated measures on each male by using mixed models with male ID included as a random effect.
A draft of the care plan is discussed with the patient by telephone by one of the research team before their initial GP visit allowing additional information to be incorporated such as current adverse effects of treatment.
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