Intelligent data analysis in the management of production systems

Approaches and methods

Leonid Mylnikov (Herausgeber)

Leonid Mylnikov, Bernd Krause, Martin Kütz, Korinna Bade, Igor Shmidt (Autoren)

Buch | Softcover

180 Seiten

2018
Shaker (Verlag)
978-3-8440-6038-6 (ISBN)

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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.

Erscheinungsdatum	31.12.2018
Reihe/Serie	Berichte aus der Wirtschaftsinformatik
Verlagsort	Aachen
Sprache	englisch
Maße	140 x 210 mm
Gewicht	270 g
Themenwelt	Informatik ► Datenbanken ► Data Warehouse / Data Mining
Themenwelt	Mathematik / Informatik ► Mathematik ► Finanz- / Wirtschaftsmathematik
Schlagworte	Data Mining • Data Preparation • machine learning • Prediction • Production Systems • Project Management • risk assessment • Time Series
ISBN-10	3-8440-6038-3 / 3844060383
ISBN-13	978-3-8440-6038-6 / 9783844060386
Zustand	Neuware