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In order to ensure more completeness of the knowledge and explain the mechanism of inference, the KBANN (Knowledge Based Artificial Neural Network) algorithm was used, which enables extracting rules that are not a part of the original state of knowledge using trained neural networks.
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Of course, the accuracy and completeness of this knowledge increases with experience, potentially indefinitely.
The completeness of the crowd knowledge for an API can be measured by analyzing how many elements of the API are discussed by the crowd, i.e., by coverage analysis.
All those approached seriously depended on the completeness of the prior knowledge transmitted to the system, at the beginning of the data analysis process.
An often overlooked fact is that the strength of any context-aware platform is heavily dependent on the correctness and completeness of the used knowledge model.
We further address the problem of guaranteeing the correctness and completeness of compiled knowledge in the presence of changes in different modules.
A completeness measure of the acquired knowledge revealed that 97% of the plans and 91% of the KR instances of the GLs were recreated by the clinical editors.
The cumulative genetic risk established using currently available genome-wide association data provides important insights into disease heterogeneity and completeness of current knowledge in MS genetics.
The point is that, most often, humans receive and transmit knowledge without the deep understanding and completeness required by an exact mathematical representation of the knowledge to be transmitted.
If they are neglected as theoretical knowledge and left outside as only bridge principles, the possibility of completeness of knowledge is seriously jeopardized.
It is central to Kant's Dialectic that this requirement for systematic unity and completeness of knowledge is inherent in the very nature of our reason.
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Since I tried Ludwig back in 2017, I have been constantly using it in both editing and translation. Ever since, I suggest it to my translators at ProSciEditing.

Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com