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A survey on Image Data Augmentation for Deep Learning

Overview of attention for article published in Journal of Big Data, July 2019
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About this Attention Score

  • In the top 5% of all research outputs scored by Altmetric
  • One of the highest-scoring outputs from this source (#6 of 182)
  • High Attention Score compared to outputs of the same age (93rd percentile)

Mentioned by

twitter
63 tweeters
video
1 video uploader

Citations

dimensions_citation
16 Dimensions

Readers on

mendeley
308 Mendeley
Title
A survey on Image Data Augmentation for Deep Learning
Published in
Journal of Big Data, July 2019
DOI 10.1186/s40537-019-0197-0
Authors

Connor Shorten, Taghi M. Khoshgoftaar

Twitter Demographics

The data shown below were collected from the profiles of 63 tweeters who shared this research output. Click here to find out more about how the information was compiled.

Mendeley readers

The data shown below were compiled from readership statistics for 308 Mendeley readers of this research output. Click here to see the associated Mendeley record.

Geographical breakdown

Country Count As %
Unknown 308 100%

Demographic breakdown

Readers by professional status Count As %
Student > Master 68 22%
Student > Ph. D. Student 66 21%
Researcher 41 13%
Student > Bachelor 22 7%
Other 12 4%
Other 33 11%
Unknown 66 21%
Readers by discipline Count As %
Computer Science 126 41%
Engineering 54 18%
Medicine and Dentistry 8 3%
Business, Management and Accounting 6 2%
Physics and Astronomy 5 2%
Other 24 8%
Unknown 85 28%

Attention Score in Context

This research output has an Altmetric Attention Score of 37. 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 16 November 2019.
All research outputs
#514,400
of 14,322,164 outputs
Outputs from Journal of Big Data
#6
of 182 outputs
Outputs of similar age
#16,334
of 255,922 outputs
Outputs of similar age from Journal of Big Data
#1
of 1 outputs
Altmetric has tracked 14,322,164 research outputs across all sources so far. Compared to these this one has done particularly well and is in the 96th percentile: it's in the top 5% of all research outputs ever tracked by Altmetric.
So far Altmetric has tracked 182 research outputs from this source. They typically receive a little more attention than average, with a mean Attention Score of 6.5. This one has done particularly well, scoring higher than 96% 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 255,922 tracked outputs that were published within six weeks on either side of this one in any source. This one has done particularly well, scoring higher than 93% of its contemporaries.
We're also able to compare this research output to 1 others from the same source and published within six weeks on either side of this one. This one has scored higher than all of them