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...

書誌詳細
主要な著者:	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
フォーマット:	Journal article
言語:	English
出版事項:	2009

類似資料

Galaxy Zoo: Chiral correlation function of galaxy spins
著者:: Slosar, A, 等
出版事項: (2008)

Galaxy Zoo: the fraction of merging galaxies in the SDSS and their morphologies
著者:: Darg, D, 等
出版事項: (2009)

Galaxy Zoo: The fraction of merging galaxies in the SDSS and their morphologies
著者:: Darg, D, 等
出版事項: (2010)

Galaxy Zoo: morphologies derived from visual inspection of galaxies from the Sloan Digital Sky Survey
著者:: Lintott, C, 等
出版事項: (2008)

Galaxy Zoo: Disentangling the Environmental Dependence of Morphology and Colour
著者:: Skibba, R, 等
出版事項: (2008)

Galaxy Zoo: dust in spiral galaxies star
著者:: Masters, K, 等
出版事項: (2010)

Galaxy Zoo 1 : Data Release of Morphological Classifications for nearly 900,000 galaxies
著者:: Lintott, C, 等
出版事項: (2010)

Galaxy Zoo: the dependence of morphology and colour on environment
著者:: Bamford, S, 等
出版事項: (2009)

Galaxy Zoo: the dependence of morphology and colour on environment
著者:: Bamford, S, 等
出版事項: (2008)

Galaxy Zoo: The large-scale spin statistics of spiral galaxies in the Sloan Digital Sky Survey
著者:: Land, K, 等
出版事項: (2008)

Galaxy Zoo : Morphologies derived from visual inspection of galaxies from the Sloan Digital Sky Survey
著者:: Lintott, C, 等
出版事項: (2008)

Galaxy Zoo: Dust in Spirals
著者:: Masters, K, 等
出版事項: (2010)

Galaxy Zoo: A sample of blue early-type galaxies at low redshift
著者:: Schawinski, K, 等
出版事項: (2009)

Galaxy Zoo: A correlation between coherence of galaxy spin chirality and star formation efficiency
著者:: Jimenez, R, 等
出版事項: (2009)

Galaxy Zoo: Passive Red Spirals
著者:: Masters, K, 等
出版事項: (2009)

Galaxy Zoo: The properties of merging galaxies in the nearby Universe - local environments, colours, masses, star-formation rates and AGN activity
著者:: Darg, D, 等
出版事項: (2009)

Galaxy Zoo: The properties of merging galaxies in the nearby Universe - Local environments, colours, masses, star formation rates and AGN activity
著者:: Darg, D, 等
出版事項: (2010)

Galaxy Zoo: Motivations of Citizen Scientists
著者:: Raddick, M, 等
出版事項: (2013)

Galaxy Zoo Green Peas: Discovery of A Class of Compact Extremely Star-Forming Galaxies
著者:: Cardamone, C, 等
出版事項: (2009)

Galaxy Zoo: Building the low-mass end of the red sequence with local post-starburst galaxies
著者:: Wong, O, 等
出版事項: (2012)

Galaxy Zoo: Exploring the Motivations of Citizen Science Volunteers
著者:: Raddick, M, 等
出版事項: (2009)

Galaxy Zoo: building the low-mass end of the red sequence with local post-starburst galaxies
著者:: Wong, O, 等
出版事項: (2011)

Galaxy Zoo: building the low-mass end of the red sequence with local post-starburst galaxies
著者:: Wong, O, 等
出版事項: (2012)

Galaxy Zoo : 'Hanny's Voorwerp', a quasar light echo?
著者:: Lintott, C, 等
出版事項: (2009)

Galaxy Zoo: The fundamentally different co-evolution of supermassive black holes and their early- and late-type host galaxies
著者:: Schawinski, K, 等
出版事項: (2010)

Galaxy Zoo: Quantifying Morphological Indicators of Galaxy Interaction
著者:: Casteels, K, 等
出版事項: (2012)

Galaxy Zoo: Morphological Classification and Citizen Science
著者:: Fortson, L, 等
出版事項: (2011)

Galaxy Zoo: Bars in Disk Galaxies
著者:: Masters, K, 等
出版事項: (2010)

Galaxy Zoo: Bar Lengths in Nearby Disk Galaxies
著者:: Hoyle, B, 等
出版事項: (2011)

Galaxy Zoo: bar lengths in local disc galaxies
著者:: Hoyle, B, 等
出版事項: (2011)

Galaxy Zoo: Bulgeless Galaxies With Growing Black Holes
著者:: Simmons, B, 等
出版事項: (2012)

Galaxy Zoo: Multi-Mergers and the Millennium Simulation
著者:: Darg, D, 等
出版事項: (2010)

Galaxy Zoo 2: detailed morphological classifications for 304,122 galaxies from the Sloan Digital Sky Survey
著者:: Willett, K, 等
出版事項: (2013)

Galaxy Zoo: The Environmental Dependence of Bars and Bulges in Disc Galaxies
著者:: Skibba, R, 等
出版事項: (2011)

Galaxy Zoo: The environmental dependence of bars and bulges in disc galaxies
著者:: Skibba, R, 等
出版事項: (2012)

Galaxy Zoo: Finding offset discs and bars in SDSS galaxies
著者:: Kruk, S, 等
出版事項: (2017)

Galaxy Zoo: morphological classifications for 120 000 galaxies in HST legacy imaging
著者:: Willett, K, 等
出版事項: (2016)

Galaxy Zoo: Mergers - Dynamical models of interacting galaxies
著者:: Holincheck, A, 等
出版事項: (2016)

Galaxy Zoo and ALFALFA: Atomic Gas and the Regulation of Star Formation in Barred Disc Galaxies
著者:: Masters, K, 等
出版事項: (2012)

Galaxy Zoo Supernovae
著者:: Smith, A, 等
出版事項: (2010)