16 citations · 20 across the 2 of their papers we have counts for
3 papers
An Explorative Approach for Inspecting Kepler Data
S. D. Kügler, N. Gianniotis, K. L. Polsterer
The Kepler survey has provided a wealth of astrophysical knowledge by continuously monitoring over 150,000 stars. The resulting database contains thousands of examples of known var…
Featureless Classification of Light Curves
Sven Dennis Kügler, Nikos Gianniotis, Kai Lars Polsterer
In the era of rapidly increasing amounts of time series data, classification of variable objects has become the main objective of time-domain astronomy. Classification of irregular…
Estimating Spectroscopic Redshifts by Using k Nearest Neighbors Regression I. Description of Method and Analysis
S. D. Kügler, K. Polsterer, M. Hoecker
Context: In astronomy, new approaches to process and analyze the exponentially increasing amount of data are inevitable. While classical approaches (e.g. template fitting) are fine…