2019
| , and , Predicting and Forecasting the Lifetime of Automotive Vehicle Components, in: 29. VDI-Fachtagung Technische Zuverlässigkeit 2019, Düsseldorf, pages 321-336, VDI Wissensforum GmbH, 2019 |
2017
| , Predicting harmful conditions with Hidden Markov Models, TU Darmstadt, 2017 |
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2016
| , Improving Cargo Train Availability with Predictive Maintenance: An Overview and Prototype Implementation, in: AET Papers Repository, Association for European Transport, 2016 |
[URL] |
| , and , Predicting Cargo Train Failures: A Machine Learning Approach for a Lightweight Prototype, in: Proceedings of the 19th International Conference on Discovery Science (DS-16), Bari, Italy, pages 151--166, Springer-Verlag, 2016 |
[DOI] [URL] |
| , Predictive Maintenance in a Railway Scenario using One-Class Support Vector Machines, TU Darmstadt, 2016 |
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2015
| , and , Advances in Predictive Maintenance for a Railway Scenario - Project Techlok, Knowledge Engineering Group, 2015 |
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| , and , On the Challenges of Real World Data in Predictive Maintenance Scenarios: A Railway Application, in: Proceedings of the LWA 2015 Workshops: KDML, FGWM, IR, and FGDB, Trier, Germany, October 7-9, 2015., pages 121-132, CEUR Workshop Proceedings, 2015 |
[URL] |
2014
| , , and , Learning to Predict Component Failures in Trains, in: Proceedings of the 16th LWA Workshops: KDML, IR and FGWM, pages 71--82, CEUR Workshop Proceedings, 2014 |
[URL] |
| , Nutzung bahnbezogener Sensordaten zur Vorhersage von Wartungszyklen, TU Darmstadt, Knowledge Engineering Group, 2014 |
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