• 2019

    Conference Paper

    Wagner, C., & Hellingrath, B. (2019). Implementing Predictive Maintenance in a Company: Industry Insights with Expert Interviews. In Proceedings of the 2019 IEEE International Conference on Prognostics and Health Management (ICPHM), San Francisco, USA.
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  • 2018

    Conference Paper

    Habrich, T., Wagner, C., & Hellingrath, B. (2018). Qualitative Assessment of Machine Learning Techniques in the Context of Fault Diagnostics. In Proceedings of the 21st International Conference on Business Information Systems, Berlin, Germany.
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  • 2017

    Conference Paper

    Steinmetz, C., Schroeder, G., Eduardo, P. C., dos, S. R. A., Wagner, C., Saalmann, P., & Hellingrath, B. (2017). Ontology-driven IoT code generation for FIWARE. In Proceedings of the IEEE 15th International Conference of Industrial Informatics INDIN'2017, Emden, Germany.
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    Wagner, C., & Hellingrath, B. (2017). Fleet-based Diagnostics and Prognostics — Investigating the Usage of Fleet Knowledge for Condition-Based Maintenance. In Proceedings of the Logistikmanagement 2017, Stuttgart.
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    Wagner, C., & Hellingrath, B. (2017). Fleet Knowledge for Prognostics and Health Management — Identifying Fleet Dimensions and Characteristics for the Categorization of Fleets. In Proceedings of the Annual Conference of the Prognostics and Health Management Society 2017, St. Petersburg, Florida.
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  • 2016

    Conference Paper

    Saalmann, P., Zuccolotto, M., Regal, d. S. T., Wagner, C., Giacomolli, A., Hellingrath, B., & Pereira, C. (2016). Application potentials for an ontology-based integration of intelligent maintenance systems and spare parts supply chain planning. In Proceedings of the 48th CIRP Conference on MANUFACTURING SYSTEMS, Ischia, Italien, 270–275.
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    Saalmann, P., Wagner, C., & Hellingrath, B. (2016). Decision Support for a Spare Parts Supply Chain Coordination Problem: Designing a Tactical Collaborative Planning Concept. In Proceedings of the 8th IFAC Conference on Manufacturing Modelling, Management and Control, Troyes, France.
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    Wagner, C., Saalmann, P., & Hellingrath, B. (2016). An Overview of Useful Data and Analyzing Techniques for Improved Multivariate Diagnostics and Prognostics in Condition-Based Maintenance. In Proceedings of the Annual Conference of the Prognostics and Health Management Society 2016, Denver, USA.
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    Wagner, C., Saalmann, P., & Hellingrath, B. (2016). Machine Condition Monitoring and Fault Diagnostics with Imbalanced Data Sets based on the KDD Process. In Proceedings of the Symposium on Telematics Application, Porto Alegre, Brasilien.
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  • 2015

    Conference Paper

    Pessoa, L. F. d. A., Wagner, C., Hellingrath, B., & de Lima, N. F. B. (2015). Component Analysis Based Approach to Support the Design of Meta-heuristics for MLCLSP Providing Guidelines. In Proceedings of the 2015 IEEE Symposium Series on Computational Intelligence (SSCI 2015), Cape Town, South Africa, 1029–1038.
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    Abstract / Poster

    Horstkemper, D., Wagner, C., & Hellingrath, B. (2015). A component-based evaluation of solution representations for lot-sizing problems. Poster session presented at the European Conference on Operational Research 2015, Glasgow, United Kingdom.
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