Publikationen | Institut f�r Parallele und Verteilte Systeme

Villanueva Zacarias, Alejandro Gabriel; Reimann, Peter; Weber, Christian; Mitschang, Bernhard: AssistML: An Approach to Manage, Recommend and Reuse ML Solutions. In: International Journal of Data Science and Analytics (JDSA), Springer Nature, 2023.

Weber, Christian; Wieland, Matthias; Reimann, Peter: Konzepte zur Datenverarbeitung in Referenzarchitekturen für Industrie 4.0: Konsequenzen bei der Umsetzung einer IT-Architektur. In: Datenbank-Spektrum. Bd. 18(1), Springer Berlin Heidelberg, 2018.

Weber, Christian; Königsberger, Jan: Industrie 4.0: Aktuelle Entwicklungen für Analytics - Teil 1: Analytics und Datenmanagement in Industrie 4.0-Referenzarchitekturen. In: wt Werkstattstechnik online. Bd. 107(3), D�sseldorf: Springer-VDI-Verlag, 2017.
Weber, Christian; Königsberger, Jan: Industrie 4.0: Aktuelle Entwicklungen für Analytics - Teil 2: Vergleich und Bewertung von Industrie 4.0-Referenzarchitekturen. In: wt Werkstattstechnik online. Bd. 107(6), Springer-VDI-Verlag, 2017.

Spieß, Marco; Reimann, Peter; Weber, Christian; Mitschang, Bernhard: Analysis of Incremental Learning andWindowing to handle Combined Dataset Shifts on Binary Classification for Product Failure Prediction. In: Proceedings of the 24th International Conference on Enterprise Information Systems (ICEIS 2022).

Villanueva Zacarias, Alejandro; Weber, Christian; Reimann, Peter; Mitschang, Bernhard: AssistML: A Concept to Recommend ML Solutions for Predictive Use Cases. In: Proceedings of the 8th IEEE International Conference on Data Science and Advanced Analytics (DSAA 2021).

Stach, Christoph; Giebler, Corinna; Wagner, Manuela; Weber, Christian; Mitschang, Bernhard: AMNESIA: A Technical Solution towards GDPR-compliant Machine Learning. In: Furnell, Steven (Hrsg); Mori, Paolo (Hrsg); Weippl, Edgar (Hrsg); Camp, Olivier (Hrsg): Proceedings of the 6th International Conference on Information Systems Security and Privacy (ICISSP 2020).
Weber, Christian; Hirmer, Pascal; Reimann, Peter: A Model Management Platform for Industry 4.0 - Enabling Management of Machine Learning Models in Manufacturing Environments. In: Abramowicz, Witold (Hrsg); Alt, Rainer (Hrsg); Klein, Gary (Hrsg); Paschke, Adrian (Hrsg); Sandkuhl, Kurt (Hrsg): Proceedings of the 23rd International Conference on Business Information Systems (BIS), 2020.

Weber, Christian; Hirmer, Pascal; Reimann, Peter; Schwarz, Holger: A New Process Model for the Comprehensive Management of Machine Learning Models. In: Filipe, Joaquim (Hrsg); Smialek, Michal (Hrsg); Brodsky, Alexander (Hrsg); Hammoudi, Slimane (Hrsg): Proceedings of the 21st International Conference on Enterprise Information Systems (ICEIS); Heraklion, Crete, Greece, May 3-5, 2019.

Brenner, Dominik; Weber, Christian; Lenz, Juergen; Westkämper, Engelbert: Total Tool Cost of Ownership Indicator for Holistical Evaluations of Improvement Measures within the Cutting Tool Life Cycle. In: Wang, Lihui (Hrsg); Kjellberg, Torsten (Hrsg); Wang, Xi Vincent (Hrsg); Ji, Wei (Hrsg): 51st CIRP Conference on Manufacturing Systems (CIRP CMS), Stockholm, Sweden, May 16-18, 2018.

Weber, Christian; Königsberger, Jan; Kassner, Laura; Mitschang, Bernhard: M2DDM � A Maturity Model for Data-Driven Manufacturing. In: Tseng, Mitchell M. (Hrsg); Tsai, Hung-Yin (Hrsg); Wang, Yue (Hrsg): Manufacturing Systems 4.0 � Proceedings of the 50th CIRP Conference on Manufacturing Systems (CIRP CMS); Taichung, Taiwan, May 3-5, 2017.

Kassner, Laura; Gröger, Christoph; Königsberger, Jan; Hoos, Eva; Kiefer, Cornelia; Weber, Christian; Silcher, Stefan; Mitschang, Bernhard: The Stuttgart IT Architecture for Manufacturing. In: Hammoudi, Slimane (Hrsg); Maciaszek, Leszek A. (Hrsg); Missikoff, Michele M. (Hrsg); Camp, Olivier (Hrsg); Cordeiro, José (Hrsg): Enterprise Information Systems: 18th International Conference, ICEIS 2016, Rome, Italy, April 25--28, 2016, Revised Selected Papers, Springer International Publishing, 2017.

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