Abstract
Machine learning techniques have been more and more used in astronomy, due to the volume and complexity of observational data taken with different instruments. A possible application of such techniques involves analyses of the so-called light curves, which are data sets used to monitor the variability of the brightness of stars. The analysis of light curves allows to detect possible eclip…