| Title |
Scalable and efficient multi-label classification for evolving data streams
|
|---|---|
| Published in |
Machine Learning, February 2012
|
| DOI | 10.1007/s10994-012-5279-6 |
| Authors |
Jesse Read, Albert Bifet, Geoff Holmes, Bernhard Pfahringer |
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 % |
|---|---|---|
| Brazil | 3 | 2% |
| China | 2 | 2% |
| Spain | 2 | 2% |
| United Kingdom | 2 | 2% |
| Germany | 1 | <1% |
| Latvia | 1 | <1% |
| Poland | 1 | <1% |
| Unknown | 114 | 90% |
Demographic breakdown
| Readers by professional status | Count | As % |
|---|---|---|
| Student > Ph. D. Student | 26 | 21% |
| Student > Master | 24 | 19% |
| Researcher | 22 | 17% |
| Student > Doctoral Student | 14 | 11% |
| Student > Bachelor | 6 | 5% |
| Other | 17 | 13% |
| Unknown | 17 | 13% |
| Readers by discipline | Count | As % |
|---|---|---|
| Computer Science | 83 | 66% |
| Engineering | 11 | 9% |
| Agricultural and Biological Sciences | 3 | 2% |
| Decision Sciences | 2 | 2% |
| Social Sciences | 2 | 2% |
| Other | 2 | 2% |
| Unknown | 23 | 18% |
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 04 November 2018.
All research outputs
#7,454,951
of 22,790,780 outputs
Outputs from Machine Learning
#281
of 961 outputs
Outputs of similar age
#51,605
of 156,497 outputs
Outputs of similar age from Machine Learning
#3
of 4 outputs
Altmetric has tracked 22,790,780 research outputs across all sources so far. This one is in the 44th percentile – i.e., 44% of other outputs scored the same or lower than it.
So far Altmetric has tracked 961 research outputs from this source. They receive a mean Attention Score of 4.4. This one has gotten more attention than average, scoring higher than 53% 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 156,497 tracked outputs that were published within six weeks on either side of this one in any source. This one is in the 46th percentile – i.e., 46% of its contemporaries scored the same or lower than it.
We're also able to compare this research output to 4 others from the same source and published within six weeks on either side of this one.