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In our opinion, these results suggest that small FBA models can be a valuable tool in scenarios of data scarcity —where measurable fluxes are scarce, models are small and general, and experimental data is not abundant—, which are common circumstances in industrial environments and pilot laboratories.
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Dr Mandelbrot has always distanced himself from such voguishness, preferring to avoid any topic "in which the data are not abundant and proof cannot be provided".
Candidate distributions for simulating and fitting such data are not abundant.
This over-fitting is particularly serious if the training data are not abundant [23].
In contrast to the TR, the PIR does not keep records of the prehospital phase, and intensive care unit (ICU) data are not abundant.
However, recent works combining transfer learning from other domains have surmounted such data application constraints designing interesting and promising deep learning approaches in diverse scenarios where data is not so abundant.
In this study, the training data of BP-ANN is not abundant enough to support a deeper ANN, and the back-propagation method is not suitable for training deep networks [33].
Therefore, recent data indicating that BPAG is not abundant in human serum relative to total BPA levels (Kosarac et al. 2012) should be reevaluated in light of the present results demonstrating a possible direct systemic entry of BPA from sublingual absorption.
This application is not abundant in literature.
There is cheap coal -- but it is not abundant.
First, the data are not very abundant, particularly for one of the monkeys.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com