Galaxy Zoo: Reproducing Galaxy Morphologies Via Machine Learning

Galaxy Zoo: Reproducing Galaxy Morphologies Via Machine Learning

We present morphological classifications obtained using machine learning for objects in SDSS DR6 that have been classified by Galaxy Zoo into three classes, namely early types, spirals and point sources/artifacts. An artificial neural network is trained on a subset of objects classified by the human...

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Bibliografiske detaljer
Main Authors:	Banerji, M, Lahav, O, Lintott, C, Abdalla, F, Schawinski, K, Bamford, S, Andreescu, D, Murray, P, Raddick, M, Slosar, A, Szalay, A, Thomas, D, Vandenberg, J
Format:	Journal article
Sprog:	English
Udgivet:	2009

Lignende værker

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Galaxy Zoo: the dependence of morphology and colour on environment
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Galaxy Zoo: the dependence of morphology and colour on environment
af: Bamford, S, et al.
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Galaxy Zoo: The large-scale spin statistics of spiral galaxies in the Sloan Digital Sky Survey
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Galaxy Zoo : Morphologies derived from visual inspection of galaxies from the Sloan Digital Sky Survey
af: Lintott, C, et al.
Udgivet: (2008)

Galaxy Zoo: Dust in Spirals
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Galaxy Zoo: A correlation between coherence of galaxy spin chirality and star formation efficiency
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Galaxy Zoo: The properties of merging galaxies in the nearby Universe - local environments, colours, masses, star-formation rates and AGN activity
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Galaxy Zoo: The properties of merging galaxies in the nearby Universe - Local environments, colours, masses, star formation rates and AGN activity
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Galaxy Zoo: The fundamentally different co-evolution of supermassive black holes and their early- and late-type host galaxies
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Galaxy Zoo: Quantifying Morphological Indicators of Galaxy Interaction
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Galaxy Zoo: Morphological Classification and Citizen Science
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Galaxy Zoo: Bars in Disk Galaxies
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Galaxy Zoo: bar lengths in local disc galaxies
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Galaxy Zoo: Bulgeless Galaxies With Growing Black Holes
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Galaxy Zoo: Multi-Mergers and the Millennium Simulation
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Galaxy Zoo 2: detailed morphological classifications for 304,122 galaxies from the Sloan Digital Sky Survey
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Galaxy Zoo: The Environmental Dependence of Bars and Bulges in Disc Galaxies
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Galaxy Zoo: The environmental dependence of bars and bulges in disc galaxies
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Galaxy Zoo: Finding offset discs and bars in SDSS galaxies
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Galaxy Zoo: morphological classifications for 120 000 galaxies in HST legacy imaging
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Galaxy Zoo: Mergers - Dynamical models of interacting galaxies
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Galaxy Zoo Supernovae
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