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Although automatic model inference tools and genomic comparison methods are becoming steadily more sophisticated, they may still leave gaps in the model or add erroneous reactions.
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The metabolic network reconstruction process is becoming more advanced, and there now exist various tools for semi-automatic model inference, e.g., PathwayTools [ 13], the RAVEN toolbox [ 14], KEGGtranslator [ 15], CoReCo [ 16], SuBliMinaL [ 17] (see [ 18] for a review).
That is, in automatic model composition, an inference chain is generated which starts with the preconditions (given facts) and ends with the derived consequences (required amounts).
In fact, the description of the solution in our framework is "redundant" as an inference chain of automatic model composition.
This amounts to automatic model construction from an incomplete model.
Supplementary Figure 3 Marker free lineage tracing and model inference for additional xenograft models.
Automatic Model Generation for Black Box Real-Time Systems.
In this work, the adaptive neuro-fuzzy inference system (ANFIS) approach is used for the speed and the exhaust temperature control of the gas turbine, where an automatic model for the fuzzy rule generation is use.
(Automatic model building step, AMB).
Automatic model generation by compositional modeling is not sufficient for automatic explanation generation in education.
This approach has been known variously as model inference, causal inference or structure inference.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com