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Interpretability for Industry 4.0 : Statistical and Machine Learning Approaches
Engelsk Paperback
Interpretability for Industry 4.0 : Statistical and Machine Learning Approaches
Engelsk Paperback

478 kr
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Om denne bog
This volume provides readers with a compact, stimulating and multifaceted introduction to interpretability, a key issue for developing insightful statistical and machine learning approaches as well as for communicating modelling results in business and industry.

Different views in the context of Industry 4.0 are offered in connection with the concepts of explainability of machine learning tools, generalizability of model outputs and sensitivity analysis. Moreover, the book explores the integration of Artificial Intelligence and robust analysis of variance for big data mining and monitoring in Additive Manufacturing, and sheds new light on interpretability via random forests and flexible generalized additive models together with related software resources and real-world examples.

Product detaljer
Sprog:
Engelsk
Sider:
123
ISBN-13:
9783031124013
Indbinding:
Paperback
Udgave:
ISBN-10:
3031124014
Kategori:
Udg. Dato:
20 okt 2022
Længde:
0mm
Bredde:
155mm
Højde:
235mm
Forlag:
Springer International Publishing AG
Oplagsdato:
20 okt 2022
Forfatter(e):
Kategori sammenhænge