Alex Hocking

An automatic taxonomy of galaxy morphology using unsupervised machine learning

Neil Davey, Yi Sun, Alex Hocking, 2017, 1709.05834.

Teaching a machine to see: unsupervised image segmentation and categorisation using growing neural gas and hierarchical clustering

Neil Davey, Yi Sun, James E. Geach, 2015, 1507.01589.

Galaxy morphological classification in deep-wide surveys via unsupervised machine learning

S. Kaviraj, Shaun C. Read, Alex Hocking, 2019, Monthly Notices of the Royal Astronomical Society.

Automatic Object Detection and Categorisation in Deep Astronomical Imaging Surveys Using Unsupervised Machine Learning

Alexander Hocking, Alex Hocking, 2018 .

Mining Hubble Space Telescope images

Neil Davey, Yi Sun, James E. Geach, 2017, 2017 International Joint Conference on Neural Networks (IJCNN).