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Development of a modular Knowledge-Discovery Framework based on Machine Learning for the interdisciplinary analysis of complex phenomena in the context of GDI combustion processes

Development of a modular Knowledge-Discovery Framework based on Machine Learning for the interdisciplinary analysis of complex phenomena in the context of GDI combustion processes

von Massimiliano Botticelli
Softcover - 9783731512950
45,00 €
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Beschreibung

In this work, a novel knowledge discovery framework able to analyze data produced in the Gasoline Direct Injection (GDI) context through machine learning is presented and validated. This approach is able to explore and exploit the investigated design spaces based on a limited number of observations, discovering and visualizing connections and correlations in complex phenomena. The extracted knowledge is then validated with domain expertise, revealing potential and limitations of this method.

Details

Verlag KIT Scientific Publishing
Ersterscheinung 03. Juli 2023
Maße 21 cm x 14.8 cm
Gewicht 400 Gramm
Format Softcover
ISBN-13 9783731512950
Auflage 1. Auflage
Seiten 210

Schlagwörter

Maschinenbau