173 citations · 239 across the 5 of their papers we have counts for
5 papers
Gaia Data Release 1: The variability processing & analysis and its application to the south ecliptic pole region
L. Eyer, N. Mowlavi, D. W. Evans +70
The ESA Gaia mission provides a unique time-domain survey for more than one billion sources brighter than G=20.7 mag. Gaia offers the unprecedented opportunity to study variability…
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…
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…
Variability type classification of multi-epoch surveys
L. Eyer, A. Jan, P. Dubath +6
The classification of time series from photometric large scale surveys into variability types and the description of their properties is difficult for various reasons including but…