NB
Nicholas M. Ball
astro-phastro-ph.COastro-ph.IMastro-ph.GAcs.DCcs.LG
On Valency
published · living versionsW_7w46pqar·v1 · currentpublished
Robust Machine Learning Applied to Astronomical Datasets I: Star-Galaxy Classification of the SDSS DR3 Using Decision Trees
with Robert J. Brunner, Adam D. Myers, David Tcheng
1 version
Preprints & journals
14 papers in the corpus · 2003–2014The Next Generation Virgo Cluster Survey. XV. The photometric redshift estimation for background sources1410.2276v1 · A. Raichoor, S. Mei, T. Erben et al.2014 · 36 citationsarXiv
CANFAR+Skytree: A Cloud Computing and Data Mining System for Astronomy1312.3996v1 · Nicholas M. Ball2013 · 3 citationsarXiv
Focus Demo: CANFAR+Skytree: A Cloud Computing and Data Mining System for Astronomy1312.3997v1 · Nicholas M. Ball2013 · 0 citationsarXiv
Discussion on "Techniques for Massive-Data Machine Learning in Astronomy" by A. Gray1110.5688v1 · Nicholas M. Ball2011 · 0 citationsarXiv
Data Mining and Machine Learning in Astronomy0906.2173v2 · Nicholas M. Ball, Robert J. Brunner2009 · 384 citationsInt.J.Mod.Phys.D19:1049-1106,2010
Incorporating Photometric Redshift Probability Density Information into Real-Space Clustering Measurements0903.3121v2 · Adam D Myers, Martin White, Nicholas M. Ball2009 · 57 citationsarXiv
Robust Machine Learning Applied to Astronomical Datasets III: Probabilistic Photometric Redshifts for Galaxies and Quasars in the SDSS and GALEX0804.3413v1 · Nicholas M. Ball, Robert J. Brunner (1, Adam D. Myers et al.2008 · 94 citationsarXiv
Robust Machine Learning Applied to Terascale Astronomical Datasets0804.3417v1 · Nicholas M. Ball, Robert J. Brunner (1, Adam D. Myers2008 · 0 citationsarXiv
Robust Machine Learning Applied to Terascale Astronomical Datasets0710.4482v1 · Nicholas M. Ball, Robert J. Brunner, Adam D. Myers2007 · 1 citationarXiv
Robust Machine Learning Applied to Astronomical Datasets II: Quantifying Photometric Redshifts for Quasars Using Instance-Based Learningastro-ph/0612471v2 · Nicholas M. Ball (1, Robert J. Brunner (1, Adam D. Myers (1 et al.2006 · 54 citationsAstrophys.J.663:774-780,2007
Galaxy Colour, Morphology, and Environment in the Sloan Digital Sky Surveyastro-ph/0610171v2 · Nicholas M. Ball (1, Jon Loveday, Robert J. Brunner (12006 · 102 citationsMon.Not.Roy.Astron.Soc.383:907-922,2008
Robust Machine Learning Applied to Astronomical Datasets I: Star-Galaxy Classification of the SDSS DR3 Using Decision Treesastro-ph/0606541v1 · Nicholas M. Ball (1, Robert J. Brunner (1, Adam D. Myers (1 et al.2006 · 101 citationsAstrophys.J.650:497-509,2006on Valency
Bivariate Galaxy Luminosity Functions in the Sloan Digital Sky Surveyastro-ph/0507547v2 · Nicholas M Ball (1, Jon Loveday, Robert J Brunner (1 et al.2005 · 53 citationsMon.Not.Roy.Astron.Soc.373:845-868,2006
Galaxy Types in the Sloan Digital Sky Survey Using Supervised Artificial Neural Networksastro-ph/0306390v1 · Nicholas M Ball, Jon Loveday, Masataka Fukugita et al.2003 · 151 citationsMon.Not.Roy.Astron.Soc.348:1038,2004
Career total: 38 works. 14 are in this corpus.
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