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Unsupervised Classification of Galaxies. I. Independent Component Analysis Feature Selection
Tanuka Chattopadhyay, Didier Fraix-Burnet and Saptarshi Mondal Publications of the Astronomical Society of the Pacific 131(1004) 108010 (2019) https://doi.org/10.1088/1538-3873/aaf7c6
Clustering clusters: unsupervised machine learning on globular cluster structural parameters
Episodic model for star formation history and chemical abundances in giant and dwarf galaxies
Suma Debsarma, Tanuka Chattopadhyay, Sukanta Das and Daniel Pfenniger Monthly Notices of the Royal Astronomical Society 462(4) 3739 (2016) https://doi.org/10.1093/mnras/stw1909
Multivariate Analysis of the Globular Clusters in M87
Sukanta Das, Tanuka Chattopadhayay and Emmanuel Davoust Publications of the Astronomical Society of
Australia 32 (2015) https://doi.org/10.1017/pasa.2015.42
Statistical Methods for Astronomical Data Analysis
Asis Kumar Chattopadhyay and Tanuka Chattopadhyay Springer Series in Astrostatistics, Statistical Methods for Astronomical Data Analysis 3 119 (2014) https://doi.org/10.1007/978-1-4939-1507-1_4
Multivariate study of dynamically hot stellar systems: Clues to the origin of ultra compact and ultra faint dwarfs
UNCOVERING THE FORMATION OF ULTRACOMPACT DWARF GALAXIES BY MULTIVARIATE STATISTICAL ANALYSIS
Tanuka Chattopadhyay, Margarita Sharina, Emmanuel Davoust, Tuli De and Asis Kumar Chattopadhyay The Astrophysical Journal 750(2) 91 (2012) https://doi.org/10.1088/0004-637X/750/2/91
A six-parameter space to describe galaxy diversification