Development of a modular Knowledge-Discovery Framework based on Machine Learning for the interdisciplinary analysis of complex phenomena in the ... im Engineering Karlsruhe) - Softcover

Botticelli, Massimiliano

 
9783731512950: Development of a modular Knowledge-Discovery Framework based on Machine Learning for the interdisciplinary analysis of complex phenomena in the ... im Engineering Karlsruhe)
Softcover
ISBN 10: 3731512955 ISBN 13: 9783731512950
Verlag: KIT Scientific Publishing, 2023

Inhaltsangabe

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.

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Verlag
KIT Scientific Publishing
Erscheinungsdatum
2023
Sprache
Englisch
ISBN 10 
3731512955
ISBN 13 
9783731512950
Einband
Tapa blanda
Auflage
1
Anzahl der Seiten
210
Kontakt zum Hersteller
Nicht verfügbar
Verantwortliche Person
Nicht verfügbar