Klíčová slova: Bubbles, Data analysis, Formation, H II regions, ISM, Methods, Stars
Název titulu / periodika: The Astrophysical Journal Supplement Series
Rok vydání: 2014
Vydavatel: IOP Publishing
Obor FORD: 1.3. Physical sciences
We present Brut, an algorithm to identify bubbles in infrared images of the Galactic midplane. Brut is based on the Random Forest algorithm, and uses bubbles identified by >35,000 citizen scientists from the Milky Way Project to discover the identifying characteristics of bubbles in images from the Spitzer Space Telescope. We demonstrate that Brut's ability to identify bubbles is comparable to expert astronomers. We use Brut to re-assess the bubbles in the Milky Way Project…