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Some of the specific modeling process used here can be understood with the help of reference [34].
The hierarchical-spatial modeling process used by this planning team represents a significant improvement to forest management planning, and results in improved confidence in the overall sustainability of the long-term management direction.
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Their modeling process using ModellingSpace, a collaborative computer-supported educational environment, was monitored.
c The nuclear-enhanced probability maps directly using the local patches for pixel representation (the same modeling process using the local patches instead of TRIODs).
Thus, we skipped these 3 fingerprints and continued the modeling process using RDKit descriptors and torsion fingerprints for which MODI score was greater than the threshold (for K3, MODI = 0.46 and for K5, MODI = 0.48).
bActual values for missing data were estimated in the modeling process using multiple chained imputation.
The detailed modeling process using ridge regression followed a previously described method (Hastie et al., 2009).
We investigate the modeling process using multiple kinetic equations together with various parameter optimization methods for a well-characterized example network, the biosynthesis of valine and leucine in C. glutamicum.
The random validation samples excluded from the modeling process were used to validate the selected model.
Therefore, people usually simplified this modeling process then used the numerical method to generate the approximate solutions.
Moreover, the modeling process hitherto used ignores the conditional independence hypothesis of BN, that is, network nodes should be conditionally independent of each other.
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