Restricted Boltzmann machine: a non-linear substitute for PCA in spectral processing

Stellar Spectral Subclass Classification Based on Locally Linear Embedding

(2014) Bu Yude et al.   PUBLICATIONS OF THE ASTRONOMICAL SOCIETY OF JAPAN

Kernel PCA for Type Ia supernovae photometric classification

(2013) E. E. O. Ishida et al.   MONTHLY NOTICES OF THE ROYAL ASTRONOMICAL SOCIETY

Stellar spectral subclasses classification based on Isomap and SVM

(2013) Yude Bu et al.   NEW ASTRONOMY

THE NINTH DATA RELEASE OF THE SLOAN DIGITAL SKY SURVEY: FIRST SPECTROSCOPIC DATA FROM THE SDSS-III BARYON OSCILLATION SPECTROSCOPIC SURVEY

(2012) Christopher P. Ahn et al.   ASTROPHYSICAL JOURNAL SUPPLEMENT SERIES

CLASSIFICATION OF STELLAR SPECTRA WITH LOCAL LINEAR EMBEDDING

(2011) Scott F. Daniel et al.   ASTRONOMICAL JOURNAL

REDUCING THE DIMENSIONALITY OF DATA: LOCALLY LINEAR EMBEDDING OF SLOAN GALAXY SPECTRA

(2009) Jake Vanderplas et al.   ASTRONOMICAL JOURNAL