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We conduct comprehensive experiments to compare our newly proposed similarity measurement with the most widely used cosine and Gaussian model-based similarity measurements in various document understanding tasks, including document classification, document clustering, and query search.
We conduct comprehensive experiments to compare ISC similarity with cosine similarity and Gaussian model-based similarity in various application domains, including document classification, document clustering, and information retrieval query.
Hospital bed costs will be calculated using case mixed costs defined from the Australian Refined Diagnosis Related Groups classification document (AR-DRGs) [ 42].
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Discrepancies were discussed until a final overall classification was agreed for each study and the justification for the classification documented in full.
Clinically significant haemorrhage was recorded on the day of FFP transfusion for 47% of FFP transfusion episodes, which was virtually identical to the clinical classification documented.
Companion animal epilepsy papers reflect a variety of modifications of the definitions of epilepsy and epileptic seizures derived from the core classification documents of the ILAE (e.g. [ 1, 7, 9– 17, 17, 23– 27, 28, 28, 30– 38, 38– 46].
There are two ways existing for assigning text data into domains; using text classification or document clustering with topic detection.
There is a substantial amount of literature related both to the problem of overall segmentation and classification of document images, and to the specific classification tasks considered in this paper.
To determine whether automated classification of document citations can be useful in reducing the time spent by experts reviewing journal articles for inclusion in updating systematic reviews of drug class efficacy for treatment of disease.
We based our analysis on the original guidelines with accompanying classification system (Document S1).
From the classification of documents to the refusal to name detainees, the Bush administration's actions show a high regard for secrecy.
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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