activity
20092013
most citedRandom forest automated supervised classification of Hipparcos periodic variable stars

173 citations · 507 across the 8 of their papers we have counts for

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Showing astro-ph.SRShow all

6 papers · 1 filter

astro-ph.SR2013★ 45 cited

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…

astro-ph.SR2011★ 2 cited

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…

astro-ph.SR2011★ 121 cited

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…

astro-ph.SR2011★ 173 cited

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…

astro-ph.SR2010★ 41 cited

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…

astro-ph.SR2010★ 83 cited

Discovery of a red giant with solar-like oscillations in an eclipsing binary system from Kepler space-based photometry

S. Hekker, J. Debosscher, D. Huber +26

Oscillating stars in binary systems are among the most interesting stellar laboratories, as these can provide information on the stellar parameters and stellar internal structures.…