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While ontology lexicon models like lemon allow for defining such linguistic information with respect to a given ontology, the cost involved in creating and maintaining such lexica is substantial, requiring a high manual effort.
However, the configuration of the underlying technical integration platform is a complex and error-prone task requiring high manual effort checking whether the integration of an engineering tool is compatible with all running engineering processes and affecting engineering tools.
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Although the concept had already been developed in the 1980s, the variety of existing indicators had not been widely applied yet in urban planning practice, because of the high manual mapping effort that is required for spatially differentiated urban surface mapping.
Despite the availability of standardized formats and terms, this update of HitPredict shows that integration of interaction datasets to obtain a unique set of high-quality interactions requires considerable manual effort.
Despite the advantages that simulation methods offer, the manual effort for generating an applicable simulation model is still high.
FA proved instrumental in improving the efficiency of SVR by optimizing the hyper-parameters with lesser manual effort.
However, the manual effort required for assigning LOI to each patent is laborious and time-consuming.
It represents years and years of hand-tuning and manual effort.
Managing cloud services requires extensive, mostly manual effort by the customers.
In the next section we seek ways to minimize this manual effort.
Such a solution helps cloud users mitigate manual effort which is tedious and error-prone.
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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