
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(Author)
KIT Scientific Publishing
1st Edition
Published on 3. July 2023
Book
Paperback/Softback
210 pages
978-3-7315-1295-0 (ISBN)
Description
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.
More details
Series
Edition
1. Auflage
Language
English
Illustrations
graph. Darst.
Dimensions
Height: 210 mm
Width: 148 mm
Thickness: 14 mm
Weight
312 gr
ISBN-13
978-3-7315-1295-0 (9783731512950)
DOI
10.5445/KSP/1000158016
Schweitzer Classification