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MeerCRAB: MeerLICHT Classification of Real and Bogus Transients using Deep Learning


Apr 28, 2021
Zafiirah Hosenie, Steven Bloemen, Paul Groot, Robert Lyon, Bart Scheers, Benjamin Stappers, Fiorenzo Stoppa, Paul Vreeswijk, Simon De Wet, Marc Klein Wolt, Elmar Körding, Vanessa McBride, Rudolf Le Poole, Kerry Paterson, Daniëlle L. A. Pieterse, Patrick Woudt

* 15 pages, 13 figures, Accepted for publication in Experimental Astronomy and appeared in the 3rd Workshop on Machine Learning and the Physical Sciences, NeurIPS 2020 

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Imbalance Learning for Variable Star Classification


Feb 27, 2020
Zafiirah Hosenie, Robert Lyon, Benjamin Stappers, Arrykrishna Mootoovaloo, Vanessa McBride

* 11 pages, 8 figures, Accepted for publication in MNRAS 

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Comparing Multi-class, Binary and Hierarchical Machine Learning Classification schemes for variable stars


Jul 18, 2019
Zafiirah Hosenie, Robert Lyon, Benjamin Stappers, Arrykrishna Mootoovaloo

* 16 pages, 11 figures, accepted for publication in MNRAS 

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DeepSource: Point Source Detection using Deep Learning


Jul 07, 2018
A. Vafaei Sadr, Etienne. E. Vos, Bruce A. Bassett, Zafiirah Hosenie, N. Oozeer, Michelle Lochner

* 15 pages, 13 figures, submitted to MNRAS 

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