80 citations · 164 across the 12 of their papers we have counts for
3 papers · 1 filter
Exploring the Viability of Fisher Discriminants in Galaxy Morphology Classification
Sazatul Nadhilah Zakaria, Santtosh Muniyandy, John Y. H. Soo
One of the major challenges in astronomy involves accurately classifying galaxies, particularly distinguishing between different galaxy types. While many complex algorithms have sh…
ANNZ+: an enhanced photometric redshift estimation algorithm with applications on the PAU Survey
Imdad Mahmud Pathi, John Y. H. Soo, Mao Jie Wee +16
ANNZ is a fast and simple algorithm which utilises artificial neural networks (ANNs), it was known as one of the pioneers of machine learning approaches to photometric redshift est…
Machine learning applications in astrophysics: Photometric redshift estimation
John Y. H. Soo, Ishaq Y. K. Alshuaili, Imdad Mahmud Pathi
Machine learning has rose to become an important research tool in the past decade, its application has been expanded to almost if not all disciplines known to mankind. Particularly…