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astro-ph2006★ 20 cited
Matching Catalogues by Probabilistic Pattern Classification
D. J. Rohde, M. R. Gallagher, M. J. Drinkwater +1
We consider the statistical problem of catalogue matching from a machine learning perspective with the goal of producing probabilistic outputs, and using all available information.…
astro-ph2005
Applying Machine Learning to Catalogue Matching in Astrophysics
D J Rohde, M J Drinkwater, M R Gallagher +2
We present the results of applying automated machine learning techniques to the problem of matching different object catalogues in astrophysics. In this study we take two partially…