42 citations · 82 across the 7 of their papers we have counts for
3 papers · 1 filter
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…
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.…
Towards Malware Detection via CPU Power Consumption: Data Collection Design and Analytics (Extended Version)
Robert Bridges, Jarilyn Hernandez Jimenez, Jeffrey Nichols +2
This paper presents an experimental design and data analytics approach aimed at power-based malware detection on general-purpose computers. Leveraging the fact that malware executi…