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A greedy feature selection algorithm for Big Data of high dimensionality

Overview of attention for article published in Machine Learning, August 2018
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About this Attention Score

  • Above-average Attention Score compared to outputs of the same age (63rd percentile)
  • Above-average Attention Score compared to outputs of the same age and source (53rd percentile)

Mentioned by

twitter
6 X users

Citations

dimensions_citation
57 Dimensions

Readers on

mendeley
67 Mendeley
Title
A greedy feature selection algorithm for Big Data of high dimensionality
Published in
Machine Learning, August 2018
DOI 10.1007/s10994-018-5748-7
Pubmed ID
Authors

Ioannis Tsamardinos, Giorgos Borboudakis, Pavlos Katsogridakis, Polyvios Pratikakis, Vassilis Christophides

X Demographics

X Demographics

The data shown below were collected from the profiles of 6 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 67 Mendeley readers of this research output. Click here to see the associated Mendeley record.

Geographical breakdown

Country Count As %
Unknown 67 100%

Demographic breakdown

Readers by professional status Count As %
Student > Ph. D. Student 12 18%
Student > Master 11 16%
Researcher 8 12%
Student > Bachelor 7 10%
Professor > Associate Professor 3 4%
Other 8 12%
Unknown 18 27%
Readers by discipline Count As %
Computer Science 24 36%
Engineering 8 12%
Medicine and Dentistry 3 4%
Agricultural and Biological Sciences 2 3%
Business, Management and Accounting 2 3%
Other 6 9%
Unknown 22 33%
Attention Score in Context

Attention Score in Context

This research output has an Altmetric Attention Score of 4. 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 25 September 2018.
All research outputs
#7,426,681
of 24,254,113 outputs
Outputs from Machine Learning
#267
of 1,054 outputs
Outputs of similar age
#121,122
of 334,308 outputs
Outputs of similar age from Machine Learning
#8
of 15 outputs
Altmetric has tracked 24,254,113 research outputs across all sources so far. This one has received more attention than most of these and is in the 69th percentile.
So far Altmetric has tracked 1,054 research outputs from this source. They receive a mean Attention Score of 4.3. This one has gotten more attention than average, scoring higher than 74% 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 334,308 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 63% of its contemporaries.
We're also able to compare this research output to 15 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 53% of its contemporaries.