27 citations · 30 across the 2 of their papers we have counts for
2 papers
astro-ph.IM2018★ 3 cited
Scalable Solutions for Automated Single Pulse Identification and Classification in Radio Astronomy
Thomas Devine, Katerina Goseva-Popstojanova, Di Pang
Data collection for scientific applications is increasing exponentially and is forecasted to soon reach peta- and exabyte scales. Applications which process and analyze scientific…
astro-ph.IM2018★ 27 cited
A novel single-pulse search approach to detection of dispersed radio pulses using clustering and supervised machine learning
Di Pang, Katerina Goseva-Popstojanova, Thomas Devine +1
We present a novel two-stage approach which combines unsupervised and supervised machine learning to automatically identify and classify single pulses in radio pulsar search data.…