60 datasets found

Keywords: classification

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  • Star-galaxy multi narrow-band classification

    Classification of stars and galaxies is a well-known astronomical problem that has been treated using different approaches, most of them relying on morphological information. In...
  • Machine learning to identify symbiotic stars

    In this second paper in a series of papers based on the most-up-to-date catalogue of symbiotic stars (SySts), we present a new approach for identifying and distinguishing SySts...
  • Classification of Hipparcos variables

    The Hipparcos catalogue (ESA 1997, Cat. I/239) and the AAVSO Variable Star Index (Watson et al., 2011, Cat. B/vsx) are employed to complement the training set of periodic...
  • Pulsars in {gamma}-ray sources

    Machine learning, algorithms designed to extract empirical knowledge from data, can be used to classify data, which is one of the most common tasks in observational astronomy....
  • N-band imaging of the Galactic Center

    We present mid-infrared N- and Q-band photometry of the Galactic center from images obtained with the mid-infrared camera VISIR at the ESO VLT in 2004 May. The high resolution...
  • Ultracool dwarf candidates from machine-learning

    We present the discovery of 118 new ultracool dwarf candidates, discovered using a new machine-learning tool, named SMDET, applied to time-series images from the Wide-field...
  • Photoelectric types of bright galaxies

    The photoelectric total magnitudes and color indices published in the Third Reference Catalogue of Bright Galaxies (RC3, Cat. ) are based on an analysis of ~26000 B, 25000 B-V,...
  • ELEPHANT Hostless AstroNomical Transients

    Transient astronomical events that exhibit no discernible association with a host galaxy are commonly referred to as hostless. These rare phenomena can offer unique insights...
  • VVV catalog and light curves of bulge RRab Lyrae

    Observational evidence has accumulated in recent years, showing that the Galactic bulge includes two populations, a metal-poor one and a metal-rich one, which in addition to...
  • Classification of Markarian galaxies

    Markarian (Mrk) galaxies, revealed due to their ultraviolet excess are very famous; they play a significant role in many astrophysical problems and come in a variety of types:...
  • Galaxy subtypes in the VIPERS survey

    This study aims to explore the relation between the physical properties of different galaxy subclasses, from red passive to blue star-forming, and their environment. Our work is...
  • FEROS spectroscopy of B-type stars

    Spectroscopic data are necessary to break degeneracies in asteroseismic modelling of the interior structure in high- and intermediate-mass stars. With the TESS mission, the...
  • YSO candidate catalog from ANN

    Observed young stellar objects (YSOs) are used to study star formation and characterize star-forming regions. For this purpose, YSO candidate catalogs are compiled from various...
  • Taxonomic classification of asteroids

    We tabulate the taxonomic classification of 18265 asteroids catalogued by MOVIS. A probabilistic method and the k-nearest neighbors (KNN k=3) algorithm are used to assign a...
  • YSOs in California Molecular Cloud

    We present new high resolution and dynamic range dust column density and temperature maps of the California Molecular Cloud derived from a combination of Planck and Herschel...
  • Variability classification of CoRoT targets

    We present an improved method for automated stellar variability classification, using fundamental parameters derived from high resolution spectra, with the goal to improve the...
  • L- & M-band imaging of the Galactic Center

    Photometric data of the sources detected in NAOS/CONICA H- and K-band (1.6 and 2.1{mu}m) and ISAAC L- and M-band (3.8 and 4.7{mu}m) images of the Galactic Center, obtained in...
  • Near IR Photometry of a Sample of IRAS Point Sources

    The results are given for the 516 sources that we have observed from La Silla (452 in the southern hemisphere, plus 64 in the range 0 to 20deg). For each source, the IRAS name...
  • 2-D Classification, Vilnius Photometry M56 Region

    This catalogue gives the seven-color photometry in the Vilnius system stars and two-dimensional classification of 752 stars. Photographically determined magnitudes obtained by...
  • MUSE-ALMA VII 3672 galaxies in quasars fields

    The gas cycling in the circumgalactic regions of galaxies is known to be multi- phase. The MUSE-ALMA Haloes survey gathers a large multi-wavelength observational sample of...
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