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In the present work, the quantitative structure activity relationship (QSAR) models, including genetic function approximation (GFA) and least squares support vector machine (LSSVM) were developed for predicting the ecotoxicity of ILs towards the marine bacterium Vibrio fischeri based on the descriptors calculated from cations and anions.
In this paper, a comparison between two types of bio-inspired computational intelligence models including genetic programming (GP) and artificial neural network (ANN) models was implemented to estimate the velocity field within a constructed wetland (i.e., the Stormwater Treatment Area in South Florida) in the Everglades, Florida.
In both populations the models including genetic and phenotypic characteristics accounted for 62% of the variance in alcohol consumption.
Figure 1 shows the AUC's of the ROC's of the original model compared to those of the new models including genetic variables that showed an increase in AUC.
Whatever the objective impact of the use of risk prediction models including genetic information for life insurance, enquiries by insurers may well be seen by the public as unwelcome and intrusive.
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The potential advantages of non-human primate models include genetic similarities, similar caliber/length of the spinal cord as well as biological and physiological responses to injury which are more similar to humans.
The most parsimonious model under SH was a model including genetic dominance, CT, and non-shared environmental factors.
A clear advantage in using the C6 glioma model is the extensive characterization and the literature produced using this model, including genetic analysis (Grobben et al., 2002).
A model including genetic diversity and environmental stress explained much of variation in MPS during the chronic low salinity experiment (Phase 2) (adjusted R2 = 0.74, p < 0.0001).
Based on test statistics, the PA model including genetic dominance (but not CT) fitted the data relatively better than the PA model including negative CT (but not genetic dominance).
Furthermore, a model including genetic recombination of phage genomes (but not of CRISPR loci) shows that recombination may allow phages to escape CRISPR recognition more effectively than does point mutation alone (Han et al. 2013).
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Justyna Jupowicz-Kozak
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