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 | Massimiliano Botticelli | Taschenbuch | Englisch | 2023 | Karlsruher Institut f�r Technologie | EAN 9783731512950 | Verantwortliche Person f�r die EU: KIT Scientific Publishing, Stra�e am Forum 2, 76131 Karlsruhe, info[at]ksp[dot]kit[dot]edu | Anbieter: preigu.

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T�tulo

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

Editor

Karlsruher Institut f�r Technologie

Fecha de publicaci�n

2023

Idioma

Ingl�s

ISBN 10

3731512955

ISBN 13

9783731512950

Encuadernaci�n

Taschenbuch

Estado

Neu

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Sinopsis

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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