239 citations · 261 across the 5 of their papers we have counts for
5 papers
A Processing Pipeline for High Volume Pulsar Data Streams
R. J. Lyon, B. W. Stappers, L. Levin +2
Pulsar data analysis pipelines have historically been comprised of bespoke software systems, supporting the off-line analysis of data. However modern data acquisition systems are m…
Radio transients investigation with VLBI
K. V. Sokolovsky, M. Giroletti, S. Corbel +2
The technique of Very Long Baseline Interferometry (VLBI) can provide accurate localization and unique physical information about radio transients. However, it is still underutiliz…
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…
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.…
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…