173 citations · 507 across the 8 of their papers we have counts for
8 papers
Automated classification of Hipparcos unsolved variables
L. Rimoldini, P. Dubath, M. Süveges +14
We present an automated classification of stars exhibiting periodic, non-periodic and irregular light variations. The Hipparcos catalogue of unsolved variables is employed to compl…
Hipparcos Variable Star Detection and Classification Efficiency
P. Dubath, I. Lecoeur-Taïbi, L. Rimoldini +14
A complete periodic star extraction and classification scheme is set up and tested with the Hipparcos catalogue. The efficiency of each step is derived by comparing the results wit…
Global stellar variability study in the field-of-view of the Kepler satellite
J. Debosscher, J. Blomme, C. Aerts +1
We present the results of an automated variability analysis of the Kepler public data measured in the first quarter (Q1) of the mission. In total, about 150 000 light curves have b…
Automated classification of periodic variable stars{Improved methodology for the automated classification of periodic variable stars}
J. Blomme, L. M. Sarro, F. T. O'Donovan +11
We present a novel automated methodology to detect and classify periodic variable stars in a large database of photometric time series. The methods are based on multivariate Bayesi…
Random forest automated supervised classification of Hipparcos periodic variable stars
P. Dubath, L. Rimoldini, M. Süveges +14
We present an evaluation of the performance of an automated classification of the Hipparcos periodic variable stars into 26 types. The sub-sample with the most reliable variability…
Automated classification of variable stars in the asteroseismology program of the Kepler space mission
J. Blomme, J. Debosscher, J. De Ridder +13
We present the first results of the application of supervised classification methods to the Kepler Q1 long-cadence light curves of a subsample of 2288 stars measured in the asteros…