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Deep Evolution for Facial Emotion Recognition
Emmanuel Dufourq, Bruce A. Bassett
Deep facial expression recognition faces two challenges that both stem from the large number of trainable parameters: long training times and a lack of interpretability. We propose…
Astronomaly: Personalised Active Anomaly Detection in Astronomical Data
Michelle Lochner, Bruce A. Bassett
Survey telescopes such as the Vera C. Rubin Observatory and the Square Kilometre Array will discover billions of static and dynamic astronomical sources. Properly mined, these enor…
Multidimensional RFI Framework for Characterising Radio Astronomy Observatories
Isaac Sihlangu, Nadeem Oozeer, Bruce A. Bassett
Radio Frequency Interference (RFI) has historically plagued radio astronomy, worsening with the rapid spread of electronics and increasing telescope sensitivity. We present a multi…
Climate & BCG: Effects on COVID-19 Death Growth Rates
Chris Finlay, Bruce A. Bassett
Multiple studies have suggested the spread of COVID-19 is affected by factors such as climate, BCG vaccinations, pollution and blood type. We perform a joint study of these factors…
Deep Learning improves identification of Radio Frequency Interference
Alireza Vafaei Sadr, Bruce A. Bassett, Nadeem Oozeer +2
Flagging of Radio Frequency Interference (RFI) is an increasingly important challenge in radio astronomy. We present R-Net, a deep convolutional ResNet architecture that significan…