314 citations · 2.4k across the 46 of their papers we have counts for
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astro-ph.GA2018★ 10 cited
The VIMOS Public Extragalactic Redshift Survey (VIPERS). Unsupervised classification with photometric redshifts: a method to accurately classify large galaxy samples without spectroscopic information
M. Siudek, K. Małek, A. Pollo +35
Techniques to classify galaxies solely based on photometry will be necessary for future large cosmology missions, such as Euclid or LSST. However, the precision of classification i…
astro-ph.GA2018★ 1 cited
The VIMOS Public Extragalactic Redshift Survey (VIPERS). The complexity of galaxy populations at 0.4< z<1.3 revealed with unsupervised machine-learning algorithms
M. Siudek, K. Małek, A. Pollo +37
Various galaxy classification schemes have been developed so far to constrain the main physical processes regulating evolution of different galaxy types. In the era of a deluge of…