239 citations · 259 across the 3 of their papers we have counts for
3 papers
astro-ph.IM2016★ 239 cited
Fifty Years of Pulsar Candidate Selection: From simple filters to a new principled real-time classification approach
R. J. Lyon, B. W. Stappers, S. Cooper +2
Improving survey specifications are causing an exponential rise in pulsar candidate numbers and data volumes. We study the candidate filters used to mitigate these problems during…
cs.LG2014★ 9 cited
Hellinger Distance Trees for Imbalanced Streams
R. J. Lyon, J. M. Brooke, J. D. Knowles +1
Classifiers trained on data sets possessing an imbalanced class distribution are known to exhibit poor generalisation performance. This is known as the imbalanced learning problem.…
astro-ph.IM2013★ 11 cited
A Study on Classification in Imbalanced and Partially-Labelled Data Streams
R. J. Lyon, J. M. Brooke, J. D. Knowles +1
The domain of radio astronomy is currently facing significant computational challenges, foremost amongst which are those posed by the development of the world's largest radio teles…