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Topic detection using paragraph vectors to support active learning in systematic reviews

Systematic reviews require expert reviewers to manually screen thousands of citations in order to identify all relevant articles to the review. Active learning text classification is a supervised machine learning approach that has been shown to significantly reduce the manual annotation workload by...

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Podrobná bibliografie
Vydáno v:J Biomed Inform
Hlavní autoři: Hashimoto, Kazuma, Kontonatsios, Georgios, Miwa, Makoto, Ananiadou, Sophia
Médium: Artigo
Jazyk:Inglês
Vydáno: Elsevier 2016
Témata:
On-line přístup:https://ncbi.nlm.nih.gov/pmc/articles/PMC4981645/
https://ncbi.nlm.nih.gov/pubmed/27293211
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1016/j.jbi.2016.06.001
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