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Review copy

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

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

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Leonid Mylnikov (Ed.)

Intelligent data analysis in the management of production systems Approaches and methods

Intelligent data analysis in the management of production systems
Approaches and methods