| Title |
Severely imbalanced Big Data challenges: investigating data sampling approaches
|
|---|---|
| Published in |
Journal of Big Data, November 2019
|
| DOI | 10.1186/s40537-019-0274-4 |
| Authors |
Tawfiq Hasanin, Taghi M. Khoshgoftaar, Joffrey L. Leevy, Richard A. Bauder |
X Demographics
The data shown below were collected from the profiles of 3 X users who shared this research output. Click here to find out more about how the information was compiled.
Geographical breakdown
| Country | Count | As % |
|---|---|---|
| Greece | 1 | 33% |
| Unknown | 2 | 67% |
Demographic breakdown
| Type | Count | As % |
|---|---|---|
| Members of the public | 3 | 100% |
Mendeley readers
The data shown below were compiled from readership statistics for 126 Mendeley readers of this research output. Click here to see the associated Mendeley record.
Geographical breakdown
| Country | Count | As % |
|---|---|---|
| Unknown | 126 | 100% |
Demographic breakdown
| Readers by professional status | Count | As % |
|---|---|---|
| Student > Master | 20 | 16% |
| Lecturer | 8 | 6% |
| Student > Doctoral Student | 8 | 6% |
| Student > Ph. D. Student | 7 | 6% |
| Student > Bachelor | 7 | 6% |
| Other | 23 | 18% |
| Unknown | 53 | 42% |
| Readers by discipline | Count | As % |
|---|---|---|
| Computer Science | 25 | 20% |
| Engineering | 13 | 10% |
| Business, Management and Accounting | 9 | 7% |
| Mathematics | 5 | 4% |
| Biochemistry, Genetics and Molecular Biology | 4 | 3% |
| Other | 16 | 13% |
| Unknown | 54 | 43% |
Attention Score in Context
This research output has an Altmetric Attention Score of 10. 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 31 March 2023.
All research outputs
#3,660,731
of 25,652,464 outputs
Outputs from Journal of Big Data
#73
of 395 outputs
Outputs of similar age
#84,000
of 479,564 outputs
Outputs of similar age from Journal of Big Data
#5
of 20 outputs
Altmetric has tracked 25,652,464 research outputs across all sources so far. Compared to these this one has done well and is in the 85th percentile: it's in the top 25% of all research outputs ever tracked by Altmetric.
So far Altmetric has tracked 395 research outputs from this source. They typically receive a lot more attention than average, with a mean Attention Score of 11.6. This one has done well, scoring higher than 81% 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 479,564 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 82% of its contemporaries.
We're also able to compare this research output to 20 others from the same source and published within six weeks on either side of this one. This one has done well, scoring higher than 75% of its contemporaries.