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Multi-target regression via input space expansion: treating targets as inputs

Overview of attention for article published in Machine Learning, February 2016
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About this Attention Score

  • In the top 25% of all research outputs scored by Altmetric
  • High Attention Score compared to outputs of the same age (84th percentile)
  • High Attention Score compared to outputs of the same age and source (90th percentile)

Mentioned by

news
1 news outlet
twitter
2 X users

Citations

dimensions_citation
247 Dimensions

Readers on

mendeley
195 Mendeley
citeulike
1 CiteULike
Title
Multi-target regression via input space expansion: treating targets as inputs
Published in
Machine Learning, February 2016
DOI 10.1007/s10994-016-5546-z
Authors

Eleftherios Spyromitros-Xioufis, Grigorios Tsoumakas, William Groves, Ioannis Vlahavas

X Demographics

X Demographics

The data shown below were collected from the profiles of 2 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 195 Mendeley readers of this research output. Click here to see the associated Mendeley record.

Geographical breakdown

Country Count As %
Russia 1 <1%
Unknown 194 99%

Demographic breakdown

Readers by professional status Count As %
Student > Ph. D. Student 53 27%
Student > Master 34 17%
Researcher 19 10%
Student > Bachelor 14 7%
Student > Doctoral Student 13 7%
Other 19 10%
Unknown 43 22%
Readers by discipline Count As %
Computer Science 66 34%
Engineering 37 19%
Mathematics 9 5%
Business, Management and Accounting 5 3%
Biochemistry, Genetics and Molecular Biology 4 2%
Other 25 13%
Unknown 49 25%
Attention Score in Context

Attention Score in Context

This research output has an Altmetric Attention Score of 11. 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 26 February 2022.
All research outputs
#3,220,886
of 26,017,215 outputs
Outputs from Machine Learning
#85
of 1,266 outputs
Outputs of similar age
#47,801
of 315,846 outputs
Outputs of similar age from Machine Learning
#1
of 11 outputs
Altmetric has tracked 26,017,215 research outputs across all sources so far. Compared to these this one has done well and is in the 86th percentile: it's in the top 25% of all research outputs ever tracked by Altmetric.
So far Altmetric has tracked 1,266 research outputs from this source. They receive a mean Attention Score of 4.3. This one has done particularly well, scoring higher than 92% 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 315,846 tracked outputs that were published within six weeks on either side of this one in any source. This one has done well, scoring higher than 84% of its contemporaries.
We're also able to compare this research output to 11 others from the same source and published within six weeks on either side of this one. This one has done particularly well, scoring higher than 90% of its contemporaries.