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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 (#5 of 308)
  • High Attention Score compared to outputs of the same age (97th percentile)

Mentioned by

news
2 news outlets
blogs
1 blog
twitter
80 tweeters
patent
8 patents
wikipedia
2 Wikipedia pages
q&a
1 Q&A thread
video
1 video uploader

Citations

dimensions_citation
2071 Dimensions

Readers on

mendeley
3544 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 80 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 3,544 Mendeley readers of this research output. Click here to see the associated Mendeley record.

Geographical breakdown

Country Count As %
Unknown 3544 100%

Demographic breakdown

Readers by professional status Count As %
Student > Master 660 19%
Student > Ph. D. Student 536 15%
Student > Bachelor 323 9%
Researcher 294 8%
Student > Doctoral Student 112 3%
Other 482 14%
Unknown 1137 32%
Readers by discipline Count As %
Computer Science 1048 30%
Engineering 608 17%
Unspecified 94 3%
Medicine and Dentistry 63 2%
Agricultural and Biological Sciences 60 2%
Other 414 12%
Unknown 1257 35%

Attention Score in Context

This research output has an Altmetric Attention Score of 86. 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 14 April 2022.
All research outputs
#370,308
of 21,248,558 outputs
Outputs from Journal of Big Data
#5
of 308 outputs
Outputs of similar age
#8,138
of 282,624 outputs
Outputs of similar age from Journal of Big Data
#1
of 1 outputs
Altmetric has tracked 21,248,558 research outputs across all sources so far. Compared to these this one has done particularly well and is in the 98th percentile: it's in the top 5% of all research outputs ever tracked by Altmetric.
So far Altmetric has tracked 308 research outputs from this source. They typically receive a lot more attention than average, with a mean Attention Score of 11.5. This one has done particularly well, scoring higher than 98% 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 282,624 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 97% 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