The Classification of Optical Galaxy Morphology Using Unsupervised
Learning Techniques

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The Classification of Optical Galaxy Morphology Using Unsupervised Learning Techniques

13 June 2022

Clement N. Nyirenda

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Papers citing "The Classification of Optical Galaxy Morphology Using Unsupervised Learning Techniques"

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Title
A Comparison of Deep Learning Architectures for Optical Galaxy Morphology Classification Ezra Fielding Clement N. Nyirenda Mattia Vaccari 89 5 0 08 Nov 2021
Galaxy Zoo DECaLS: Detailed Visual Morphology Measurements from Volunteers and Deep Learning for 314,000 Galaxies Mike Walmsley Chris J. Lintott Tobias Geron Sandor Kruk Coleman M Krawczyk ... B. Simmons R. Smethurst Lewis Smith E. Baeten C. Macmillan MDE 124 84 0 16 Feb 2021
Radio Galaxy Zoo: Unsupervised Clustering of Convolutionally Auto-encoded Radio-astronomical Images Nicholas O. Ralph Ray P. Norris Guangchi Fang Laurence A. F. Park T. J. Galvin ... H. Andernach Chris J. Lintott L. Rudnick S. Shabala O. I. Wong 52 34 0 07 Jun 2019
A practical tutorial on autoencoders for nonlinear feature fusion: Taxonomy, models, software and guidelines D. Charte F. Charte S. García M. J. D. Jesus Francisco Herrera 69 258 0 04 Jan 2018
Rotation-invariant convolutional neural networks for galaxy morphology prediction Sander Dieleman K. Willett J. Dambre 105 653 0 24 Mar 2015