Using Balanced Random Forests on Load Spectrum Data for Classifying Component Failures of a Hybrid Electric Vehicle Fleet. - Philipp Bergmeir; Christof Nitsche; Jurgen Nonnast; Michael Bargende; Peter Antony; Uwe Keller (ICMLA, 2014)

Classifying component failures of a hybrid electric vehicle fleet based on load spectrum data - Balanced random forest approaches employing uni- and multivariate decision trees. - Philipp Bergmeir; Christof Nitsche; Jurgen Nonnast; Michael Bargende (Neural Comput. Appl., 2016)

Enhanced machine learning and data mining methods for analysing large hybrid electric vehicle fleets based on load spectrum data. - Philipp Bergmeir (Springer Vieweg, 2018)