Enhanced Machine Learning and Data Mining Methods for Analysing Large Hybrid Electric Vehicle Fleets based on Load Spectrum Data

• Main Author: Bergmeir, Philipp (Author, http://id.loc.gov/vocabulary/relators/aut)
• Corporate Author: SpringerLink (Online service)
• Format: Electronic eBook
• Language: English
• Published: Wiesbaden : Springer Fachmedien Wiesbaden : Imprint: Springer Vieweg, 2018.
• Edition: 1st ed. 2018.
• Series: Wissenschaftliche Reihe Fahrzeugtechnik Universität Stuttgart,
• Subjects: Automotive engineering.; Data mining.; Pattern recognition.; Automotive Engineering.; Data Mining and Knowledge Discovery.; Pattern Recognition.

Philipp Bergmeir works on the development and enhancement of data mining and machine learning methods with the aim of analysing automatically huge amounts of load spectrum data that are recorded for large hybrid electric vehicle fleets. In particular, he presents new approaches for uncovering and de...