Publikationen

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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, …
Zubair Jaleel
Online and Offline Analysis of Agricultural Machine Fleet data – Big Data Architecture Design and Evaluation
Mastersthesis, Technische Universität Kaiserslautern, 5/2018.
Praveenkumar Jayanna
Estimating Model Analysis for Multivariate Regression Problem for The Mars Express Power Challenge Open Data
Mastersthesis, Technische Universität Kaiserslautern, 8/2017.
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, …
Gagan Manjunatha Gowda
Advanced Feature Engineering and Prediction Analysis for Open Data of Mars Express Challenge
Mastersthesis, Technische Universität Kaiserslautern, 6/2017.
Heinrich Warkentin; Thilo Steckel; Alexander Maier; Ansgar Bernardi
Verbesserung mobiler Arbeitsprozesse mit Methoden von Big Data und Data Analytics
In: Arno Ruckelshausen; Andreas Meyer-Aurich; Wolfgang Lentz; Brigitte Theuvsen (Hrsg.). Referate der 37. GIL-Jahrestagung in Dresden - Digitale …
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 …
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.