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35,80 €
ISBN 978-3-8440-6038-6
Softcover
180 pages
37 figures
270 g
21 x 14,8 cm
English
Reference book
December 2018
New publication
Leonid Mylnikov (Ed.)
Intelligent data analysis in the management of production systems
Approaches and methods
This study is related to the increasing role of prognostic models in the management of production systems. Authors with different scientific background have worked together to find approaches for the improvement of real-life management decisions in production environments. The creative mixture of innovation and performance management methods, data mining and predictive models, time-series analysis and semi-supervised training is not only of great scientific interest but also leads to increased validity and quality of management decisions.
Keywords: project management; production systems; prediction; time series; risk assessment; data preparation; data mining; machine learning
Berichte aus der Wirtschaftsinformatik
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Approaches and methods
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