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The proposed diagnostic criteria for AKI are designed to facilitate acquisition of new knowledge and validate the emerging concept that small alterations in kidney function may contribute to adverse outcomes.
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Topology editor and user interface are designed and used to capture plant design model and the associated domain knowledge, and to visualize and validate the generated control recipe.
Second, to gain knowledge about the plant operation and validate the TRNSYS model through measured data.
The new version of the OMCS [35] already provides functionalities that help the user to refine and validate the knowledge collected.
In order to fill these lacks, we propose a general approach, called Application-based DOmain Modeling (ADOM), which enables specifying domains and applications similarly, (re)using domain knowledge in application models, and validating the application models against the relevant domain models.
To identify the parameters involved in the overall and local models, the so-called imprecise training samples are constructed from running data by means of data analysis and expertise knowledge.To validate the proposed method, a numerical experiment was designed based on a UCI dataset, and the experimental results suggest its power for predicting evaluation of variables with uncertainty.
A future step will explore a conversion experiment using these conversion rules with the goal to expand this initial body of knowledge and further validate the conversion rules, patterns and guidelines.
The burgeoning gap between the effort and investment made to acquire the knowledge about complexities of biological systems is disproportionately large compared to the development of knowledge discovery tools that can be used for effectively disseminating the acquired knowledge, generating and validating hypothesis, and understanding the complex causal relationships.
The domain experts and the extracted knowledge validated the relabeled instances and corresponding confidence indexes.
A comparative analysis of the computed "associations" and "assertions" with curated expert knowledge was performed to validate the results.
Provision of didactic education or educational materials (provision of knowledge which validates the effectiveness of the intervention) is not enough.
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