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Gear-Induced Concept Drift in Marine Images and Its Effect on Deep Learning Classification

Overview of attention for article published in Frontiers in Marine Science, July 2020
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About this Attention Score

  • Good Attention Score compared to outputs of the same age (66th percentile)
  • Above-average Attention Score compared to outputs of the same age and source (51st percentile)

Mentioned by

twitter
10 X users

Citations

dimensions_citation
22 Dimensions

Readers on

mendeley
33 Mendeley
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Title
Gear-Induced Concept Drift in Marine Images and Its Effect on Deep Learning Classification
Published in
Frontiers in Marine Science, July 2020
DOI 10.3389/fmars.2020.00506
Authors

Daniel Langenkämper, Robin van Kevelaer, Autun Purser, Tim W. Nattkemper

X Demographics

X Demographics

The data shown below were collected from the profiles of 10 X users who shared this research output. Click here to find out more about how the information was compiled.
Mendeley readers

Mendeley readers

The data shown below were compiled from readership statistics for 33 Mendeley readers of this research output. Click here to see the associated Mendeley record.

Geographical breakdown

Country Count As %
Unknown 33 100%

Demographic breakdown

Readers by professional status Count As %
Student > Ph. D. Student 8 24%
Researcher 6 18%
Student > Bachelor 3 9%
Lecturer 2 6%
Student > Master 2 6%
Other 3 9%
Unknown 9 27%
Readers by discipline Count As %
Computer Science 8 24%
Agricultural and Biological Sciences 5 15%
Engineering 5 15%
Environmental Science 3 9%
Earth and Planetary Sciences 2 6%
Other 0 0%
Unknown 10 30%
Attention Score in Context

Attention Score in Context

This research output has an Altmetric Attention Score of 5. This is our high-level measure of the quality and quantity of online attention that it has received. This Attention Score, as well as the ranking and number of research outputs shown below, was calculated when the research output was last mentioned on 19 July 2020.
All research outputs
#6,230,404
of 23,221,875 outputs
Outputs from Frontiers in Marine Science
#3,318
of 8,761 outputs
Outputs of similar age
#133,443
of 396,834 outputs
Outputs of similar age from Frontiers in Marine Science
#160
of 331 outputs
Altmetric has tracked 23,221,875 research outputs across all sources so far. This one has received more attention than most of these and is in the 73rd percentile.
So far Altmetric has tracked 8,761 research outputs from this source. They typically receive a lot more attention than average, with a mean Attention Score of 13.9. This one has gotten more attention than average, scoring higher than 61% of its peers.
Older research outputs will score higher simply because they've had more time to accumulate mentions. To account for age we can compare this Altmetric Attention Score to the 396,834 tracked outputs that were published within six weeks on either side of this one in any source. This one has gotten more attention than average, scoring higher than 66% of its contemporaries.
We're also able to compare this research output to 331 others from the same source and published within six weeks on either side of this one. This one has gotten more attention than average, scoring higher than 51% of its contemporaries.