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Different QSAR studies were reported to identify important structural features responsible for the biological activity and to develop predictive models for diverse chemicals by different authors [11, 12].
Specifically, we define patient CPAP usage behaviour as a state and develop Markov models for diverse patient cohorts in order to examine the stochastic dynamics of CPAP usage behaviours.
The framework supports the iterative creation of work process models for diverse applications such as work process simulation or enactment and the subsequent export of the models in suitable application tools.
In spite of presence of large number of compounds in the training and test sets (3:1 in size ratio), we did not omit any compounds showing outlier behavior to artificially show enhanced values of validation metrics thus ensuring the predictive quality of the models for diverse types of compounds.
This is part of the answer, but it seems likely that having more role models for diverse populations would help others accept these kinds of invitations more readily.
In contrast, the re-use of cropping systems models for diverse purposes and locations is far more wide-spread.
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So have space in your business model for diverse communities to feed back what they find interesting and want more (or less) of.
In the median filter experiment, due to the watermark capture failure, W of the proposed method is superior to Li's [27] model for diverse masks.
We expect that future efforts to refine this algorithm by increasing the sample size available for model building, including novel susceptibility factors as they are discovered, and by calibrating the model for diverse populations will improve accuracy.
Unique model for diverse molecules is also important in identification of chemical component/properties (e.g., structural-fragments) that contribute to inhibitory bioactivities of EGFR inhibitors.
However, we believe that the problems inherent in using a single model for diverse protein family searches will always miss homologs and domain boundaries that can be found with individual domains across the family's phylogenetic tree.
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CEO of Professional Science Editing for Scientists @ prosciediting.com