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Telescope: An Automatic Feature Extraction and Transformation Approach for Time Series Forecasting on a Level-Playing Field

, , , , and . Proceedings of the 36th International Conference on Data Engineering (ICDE), (April 2020)

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To Fail or Not to Fail: Predicting Hard Disk Drive Failure Time Windows., , , , and . MMB, volume 12040 of Lecture Notes in Computer Science, page 19-36. Springer, (2020)A literature review of IoT and CPS - What they are, and what they are not., , , , , and . J. Syst. Softw., (June 2023)Machine Learning Model Update Strategies for Hard Disk Drive Failure Prediction., , and . ICMLA, page 1379-1386. IEEE, (2021)A Survey on Predictive Maintenance for Industry 4.0, , , , , , , , and . Universität Würzburg and University of Mannheim and Syntax Systems GmbH and MOZYS Engineering GmbH, (February 2020)A Survey on Human Machine Interaction in Industry 4.0, , , , , , , , and . Universität Würzburg and University of Mannheim and ioxp GmbH and Syntax Systems GmbH, (February 2020)Dynamic Hybrid Forecasting for Self-Aware Systems. University of Würzburg, Am Hubland, Informatikgebäude, 97074 Würzburg, Germany, Master Thesis, (October 2017)<b>Würzburg Software Engineering Award sponsored by infosim</b>.A Framework for Time Series Preprocessing and History-based Forecasting Method Recommendation, and . Proceedings of the 15th Conference on Computer Science and Information Systems (FedCSIS): Data Mining Competition of the International Symposium on Advanced Artificial Intelligence in Applications, (September 2020)Autonomic Forecasting Method Selection: Examination and Ways Ahead., , , , , , and . ICAC, page 167-176. IEEE, (2019)A Survey on Human Machine Interaction in Industry 4.0., , , , , , , , and . CoRR, (2020)Artificial Intelligence in Medicine - From Data Collection to Prediction, and . Invited Talk at Klinikum Nürnberg, (November 2019)
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