Radio Galaxy Zoo: Claran – a deep learning classifier for radio morphologies C Wu, OI Wong, L Rudnick, SS Shabala, MJ Alger, JK Banfield, CS Ong, ... Monthly Notices of the Royal Astronomical Society 482 (1), 1211-1230, 2019 | 114 | 2019 |
Radio Galaxy Zoo: machine learning for radio source host galaxy cross-identification MJ Alger, JK Banfield, CS Ong, L Rudnick, OI Wong, C Wolf, H Andernach, ... Monthly Notices of the Royal Astronomical Society 478 (4), 5547-5563, 2018 | 53 | 2018 |
Radio galaxy zoo: Unsupervised clustering of convolutionally auto-encoded radio-astronomical images NO Ralph, RP Norris, G Fang, LAF Park, TJ Galvin, MJ Alger, ... Publications of the Astronomical Society of the Pacific 131 (1004), 108011, 2019 | 48 | 2019 |
Radio galaxy zoo: Knowledge transfer using rotationally invariant self-organizing maps TJ Galvin, M Huynh, RP Norris, XR Wang, E Hopkins, OI Wong, ... Publications of the Astronomical Society of the Pacific 131 (1004), 108009, 2019 | 25 | 2019 |
Mapping and Monitoring the Multi-Decadal Dynamics of Australia’s Open Waterbodies Using Landsat CE Krause, V Newey, MJ Alger, L Lymburner Remote Sensing 13 (8), 1437, 2021 | 21 | 2021 |
Heightened Faraday Complexity in the inner 1 kpc of the Galactic Centre JD Livingston, NM McClure-Griffiths, BM Gaensler, A Seta, MJ Alger Monthly Notices of the Royal Astronomical Society 502 (3), 3814-3828, 2021 | 15 | 2021 |
Interpretable Faraday complexity classification MJ Alger, JD Livingston, NM McClure-Griffiths, JL Nabaglo, OI Wong, ... Publications of the Astronomical Society of Australia 38, 2021 | 9 | 2021 |
Deep Inverse Reinforcement Learning M Alger http://courses.cecs.anu.edu.au/courses/CSPROJECTS/15S2/Reports …, 2015 | 7 | 2015 |
Learning to Identify Extragalactic Radio Sources MJ Alger | 1 | 2021 |
ClaRAN: Classifying Radio sources Automatically with Neural networks C Wu, OI Wong, L Rudnick, SS Shabala, MJ Alger, JK Banfield, CS Ong, ... Astrophysics Source Code Library, ascl: 2105.018, 2021 | | 2021 |
Investigating Reward Modulation in Denoising Autoencoders M Alger Felix Qui Potuit Rerum Cognoscere Causas 11, 23, 2015 | | 2015 |