| Title |
A survey on addressing high-class imbalance in big data
|
|---|---|
| Published in |
Journal of Big Data, November 2018
|
| DOI | 10.1186/s40537-018-0151-6 |
| Authors |
Joffrey L. Leevy, Taghi M. Khoshgoftaar, Richard A. Bauder, Naeem Seliya |
X Demographics
The data shown below were collected from the profiles of 4 X users who shared this research output. Click here to find out more about how the information was compiled.
Geographical breakdown
| Country | Count | As % |
|---|---|---|
| Brazil | 1 | 25% |
| United States | 1 | 25% |
| Unknown | 2 | 50% |
Demographic breakdown
| Type | Count | As % |
|---|---|---|
| Members of the public | 3 | 75% |
| Scientists | 1 | 25% |
Mendeley readers
The data shown below were compiled from readership statistics for 515 Mendeley readers of this research output. Click here to see the associated Mendeley record.
Geographical breakdown
| Country | Count | As % |
|---|---|---|
| Unknown | 515 | 100% |
Demographic breakdown
| Readers by professional status | Count | As % |
|---|---|---|
| Student > Master | 87 | 17% |
| Student > Ph. D. Student | 81 | 16% |
| Student > Bachelor | 35 | 7% |
| Researcher | 26 | 5% |
| Lecturer | 22 | 4% |
| Other | 79 | 15% |
| Unknown | 185 | 36% |
| Readers by discipline | Count | As % |
|---|---|---|
| Computer Science | 158 | 31% |
| Engineering | 64 | 12% |
| Mathematics | 15 | 3% |
| Medicine and Dentistry | 12 | 2% |
| Unspecified | 12 | 2% |
| Other | 52 | 10% |
| Unknown | 202 | 39% |
Attention Score in Context
This research output has an Altmetric Attention Score of 3. 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 27 April 2021.
All research outputs
#14,806,281
of 25,211,948 outputs
Outputs from Journal of Big Data
#185
of 380 outputs
Outputs of similar age
#180,519
of 357,659 outputs
Outputs of similar age from Journal of Big Data
#5
of 12 outputs
Altmetric has tracked 25,211,948 research outputs across all sources so far. This one is in the 40th percentile – i.e., 40% of other outputs scored the same or lower than it.
So far Altmetric has tracked 380 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 gotten more attention than average, scoring higher than 51% 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 357,659 tracked outputs that were published within six weeks on either side of this one in any source. This one is in the 48th percentile – i.e., 48% of its contemporaries scored the same or lower than it.
We're also able to compare this research output to 12 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 66% of its contemporaries.