Design and optimization of an autonomous feature selection pipeline for high dimensional, heterogeneous feature spaces. - Bernhard Schlegel; Bernhard Sick (SSCI, 2016)

Dealing with Class Imbalance the Scalable Way: Evaluation of Various Techniques Based on Classification Grade and Computational Complexity. - Bernhard Schlegel; Bernhard Sick (ICDM Workshops, 2017)

Off-board car diagnostics based on heterogeneous, highly imbalanced and high-dimensional data using machine learning techniques. - Bernhard Schlegel (2019)

Quality-aware scheduling of on-board and off-board data analysis in vehicle development. - Michaela Gaudszun; Lena Oden; Bernhard Schlegel (ICPS, 2022)