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For future work, we will improve the nearest neighbor search with indexing techniques by utilizing the characteristics of the query prior to searching.
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The differences in total time consumption between centres might also be due to differences in the characteristics of the queries posed to the various centres, although we have no evidence that such differences in characteristics were present.
To identify the unique characteristics of the different query languages, this comprises the implementation of a set of sample queries in each language.
Modern Database Management Systems (DBMSs) retrieve songs that resemble those in a music dataset, identify plagiarism in a set of documents, or provide past cases to physicians by taking into account the characteristics of a query exam.
The demographic characteristics of the staff members handling the queries were of minor importance to time consumption, with the exception of work experience.
They investigate the characteristics of query interfaces and show that visual interfaces provide a holistic perspective of the presented data.
Later, using the raw measurements or a synopsis of them, the AQP techniques derive estimates or compute statistics regarding the characteristics that majorly affect the performance of the query plan.
For our purposes, we use the 50-500 rule", which requires both of the following characteristics: 1). at least 50% of the query protein must overlap in the alignment, and 2).
We will name different classification models with acronyms (and their combinations) that encode the characteristics of the models: EDQ (expert-driven queries), NN (our integrated nearest-neighbour technique), PPI (models based on neighbourhoods extracted from the PPI network) and DE (differential expression genes).
Further, we adjust the feature metric based on the quality of the query results to improve results in a second round of querying.
A limitation of our study is that we applied CFIR framework retrospectively, and there are areas that we did not purposefully query, such as structural characteristics of the organization.
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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