Suggestions(1)
Exact(1)
This two-step design is crucial as we aim at comparing the performances of the classifiers when scaling up from one citation to a set of citations.
Similar(58)
Each c i in C is composed of an author name (author_name), a Lattes ID (lattes_id), a set of citation names (cn) for that author (for instance, the citation names for John Mitchel Smith may be SMITH, J.; SMITH, J.M ., and a set of conference (cp) and journal papers (jp).
Third, a set of citation and usage degree centrality measures such as Out-Degree Centrality, In-Degree Centrality and Undirected Degree Centrality.
Four general clusters of impact measures can be superimposed on this projection: (1) usage measures, (2) a group of distinctive yet dispersed measures expressing per document citation popularity, (3) measures based on total citation rates and distributions, and (4) finally a set of citation social network measures.
Then, given the reformulated query, the Information Retrieval component retrieves a set of relevant citations in MEDLINE.
As illustrated in Figure 1, given a set of retrieved citations, users might take three different courses of action: browsing the result set, issuing a new query, or abandoning the search.
Using a set of qualitative (citation-based), quantitative (document recount) and collaborative (authors from more than one country) indicators, we derived complementary data.
In order to estimate the performance of SIPs for the identification of highly similar citations, a set of 10 000 random citation pairs, as well as a 171 MEDLINE duplicates (citations tagged as duplicates in MEDLINE), were used to estimate the algorithm performance, following our previously reported method (Errami et al., 2008).
This study uses engineering dissertations from Proquest Dissertations & Theses to create a data set of citations for the comparison of fee-based databases, Compendex and Scopus, against Google Scholar.
As mentioned in the introduction, the amount of usage data that can be collected is much higher than the total amount of citation data in existence because papers can contain only a limited set of citations and once they are published that set is fixed in perpetuity.
A set of incorrectly excluded citations was created by comparing records in the gold standard reference set (those identified in the previous study using a hand search) with records retrieved by the Master Search (the best performing MeSH and textword search).
Write better and faster with AI suggestions while staying true to your unique style.
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