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Off-Board Car Diagnostics Based on Heterogeneous, Highly Imbalanced and High-Dimensional Data Using Machine Learning Techniques

Bernhard Schlegel, Universität Kassel
Two novel techniques based on cascaded Random Forests (RFs) and on density-based estimation that outperform current state of the art techniques for RUL prediction.  ...  Novel techniques are designed, implemented, validated, and compared to existing approaches based on a variety of (publicly available) data sets for general applicability.  ...  ensembles using boosting.  ... 
doi:10.17170/kobra-202008141582 fatcat:5fxhuxtvanbslpiwixu62bhqxe