Innovative Factory Systems

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1. Ying Gu; Gagan Manjunatha Gowda; Praveenkumar Jayanna; Redouance Boumghar; Lule Lucas; Ansgar Bernardi; Andreas Dengel

   The added value of Advanced Feature Engineering and Selection for Machine Learning models for Spacecraft behavior prediction

   In: 15. International Conference on Space Operations. AIAA SPACE Conference and Exposition (SPACE-2018), May 28 - June 1, Marseille, France, …

2. Mohsin Munir; Sebastian Baumbach; Ying Gu; Andreas Dengel; Sheraz Ahmed

   Data Analytics: Industrial Perspective & Solutions for Streaming Data

   In: Mark Last; Horst Bunke; Abraham Kandel (Hrsg.). Data Mining in Time Series and Streaming Databases. Chapter 7, Pages 144-168, Series in Machine …

3. Ying Gu; Ramkumar Ganesan; Benjamin Bischke; Ansgar Bernardi; Alexander Maier; Heinrich Warkentin; Thilo Steckel; Andreas Dengel

   Grid-based outlier detection in large data sets for combine harvesters

   In: 15th IEEE International Conference on Industrial Informatics. IEEE International Conference on Industrial Informatics, July 24-26, Emden, Germany, …

4. Ying Gu; Ansgar Bernardi; Thilo Steckel; Alexander Maier

   Anomaly Detection in Sensor Data provided by Combine Harvesters

   In: INDIN-2016 - 14th International Conference on Industrial Informatics. IEEE International Conference on Industrial Informatics, Special Session #30 …

5. Stefan Windmann; Alexander Maier; Oliver Niggemann; Christian Frey; Ansgar Bernardi; Ying Gu; Holger Pfrommer; Thilo Steckel; Michael Krüger; Robert Kraus

   Big Data Analysis of Manufacturing Processes

   In: Journal of Physics: Conference Series (IOPscience), Vol. 659, No. 1, Page 012055, Published under licence by IOP Publishing Ltd, 11/2015.

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