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Publikationen

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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, ScholarOne Abstracts, 6/2018.

  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 Perception and Artificial Intelligence, Vol. 83, ISBN 978-981-3228-05-4, WORLD SCIENTIFIC, 3/2018.

  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, Pages 811-818, ISBN 978-1-5386-0837-1, IEEE, 7/2017.

  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 - Big Data, Advanced Analytics, and Knowledge Management in Manufacturing Ecosystems, located at INDIN-2016 - 14th International Conference on Industrial Informatics, July 19-21, Poitiers, France, IEEE, 2016.

  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.