Publications AS: Peter Reimann Change to grouping by year
Overview
- Article in Journal
- Article in Proceedings (Conference paper)
- Article in Proceedings (Workshop paper)
- Technical Report
- Article in Book
- Doctoral Thesis
- Diploma Thesis
- Student Thesis
Article in Journal
- Hirsch, Vitali; Reimann, Peter; Treder-Tschechlov, Dennis; Schwarz, Holger; Mitschang, Bernhard: Exploiting Domain Knowledge to address Class Imbalance and a Heterogeneous Feature Space in Multi-Class Classification. In: International Journal on Very Large Data Bases (VLDB-Journal), Springer, 2023.
- 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.
- Kiefer, Cornelia; Reimann, Peter; Mitschang, Bernhard: QUALM: Ganzheitliche Messung und Verbesserung der Datenqualität in der Textanalyse. In: Datenbank-Spektrum, Springer Verlag, 2019.
- Petrik, Dimitri; Mormul, Mathias; Reimann, Peter: Anforderungen für Zeitreihendatenbanken in der industriellen Edge. In: HMD Praxis der Wirtschaftsinformatik. Bd. 56, Springer-Verlag, 2019.
- 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.
- Reimann, Peter; Schwarz, Holger; Mitschang, Bernhard: Design, Implementation, and Evaluation of a Tight Integration of Database and Workflow Engines. In: Laender, Alberto H. F. (ed.); Moro, Mirella M. (ed.): Journal of Information and Data Management. Vol. 2(3), SBC - Brazilian Computer Society, 2011.
Year 2023
Year 2019
Year 2018
Year 2011
Article in Proceedings (Conference paper)
- Treder-Tschechlov, Dennis; Reimann, Peter; Schwarz, Holger; Mitschang, Bernhard: Approach to Synthetic Data Generation for Imbalanced Multi-class Problems with Heterogeneous Groups. In: Tagungsband der 20. Fachtagung Datenbanksysteme für Business, Technologie und Web (BTW 2019), 2023.
- Wilhelm, Yannick; Reimann, Peter; Gauchel, Wolfgang; Klein, Steffen; Mitschang, Bernhard: PUSION- A Generic and Automated Framework for Decision Fusion. In: Proceedings of the 39th IEEE International Conference on Data Engineering (ICDE 2023).
- Voggesberger, Julius; Reimann, Peter; Mitschang, Bernhard: Towards the Automatic Creation of Optimized Classifier Ensembles. In: Proceedings of the 25th International Conference on Enterprise Information Systems (ICEIS 2023).
- Ackermann, Thomas; Miehe, Robert; Reimann, Peter; Mitschang, Bernhard; Takors, Ralf; Bauernhansl, Thomas: A Cross-Disciplinary Training Concept for Future Technologists in the Dawn of Biointelligent Production Systems. In: Procedia CIRP: Proceedings of 13th CIRP Conference on Learning Factories (CIRP CLF), 2023.
- Hermann, Florian; Chen, Bowen; Ghasemi, Golsa; Stegmaier, Valentin; Ackermann, Thomas; Reimann, Peter; Vogt, Sabrina; Graf, Thomas; Weyrich, Michael: A Digital Twin Approach for the Prediction of the Geometry of Single Tracks Produced by Laser Metal Deposition. In: Procedia CIRP: Proceedings of the 55th CIRP Conference on Manufacturing Systems (CIRP CMS 2022).
- 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).
- Ziegler, Julian; Reimann, Peter; Schulz, Christoph; Keller, Florian; Mitschang, Bernhard: A Graph Structure to Discover Patterns in Unstructured Processes of Product Development. In: Proceedings of the 23rd International Conference on Information Reuse and Integration for Data Science (IRI 2022).
- Ziegler, Julian; Reimann, Peter; Keller, Florian; Mitschang, Bernhard: A Metadata Model to Connect Isolated Data Silos and Activities of the CAE Domain. In: Proceedings of the 33rd International Conference on Advanced Information Systems Engineering (CAiSE), 2021.
- Birk, Alexander; Wilhelm, Yannick; Dreher, Simon; Flack, Christian; Reimann, Peter; Gröger, Christoph: A Real-World Application of Process Mining for Data-Driven Analysis of Multi-Level Interlinked Manufacturing Processes. In: Procedia CIRP: Proceedings of the 54th CIRP Conference on Manufacturing Systems (CIRP CMS 2021).
- Wagner, Eduard; Keller, Bernd; Reimann, Peter; Gröger, Christoph; Spath, Dieter: Advanced Analytics for Evaluating Critical Joining Technologies in Automotive Body Structures and Body Shops. In: Proceedings of the 15th CIRP Conference on Intelligent Computation in Manufacturing Engineering (CIRP ICME), 2021.
- 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).
- Kiefer, Cornelia; Reimann, Peter; Mitschang, Bernhard: Prevent Low-Quality Analytics by Automatic Selection of the Best-Fitting Training Data. In: Proceedings of the 53rd Hawaii International Conference on System Sciences (HICSS), 2020.
- Hirsch, Vitali; Reimann, Peter; Mitschang, Bernhard: Incorporating Economic Aspects into Recommendation Ranking to Reduce Failure Costs. In: Procedia CIRP: Proceedings of the 53rd CIRP Conference on Manufacturing Systems (CIRP CMS 2020).
- Ziegler, Julian; Reimann, Peter; Keller, Florian; Mitschang, Bernhard: A Graph-based Approach to Manage CAE Data in a Data Lake. In: Procedia CIRP: Proceedings of the 53rd CIRP Conference on Manufacturing Systems (CIRP CMS 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 (ed.); Alt, Rainer (ed.); Klein, Gary (ed.); Paschke, Adrian (ed.); Sandkuhl, Kurt (ed.): Proceedings of the 23rd International Conference on Business Information Systems (BIS), 2020.
- Wilhelm, Yannick; Schreier, Ulf; Reimann, Peter; Mitschang, Bernhard; Ziekow, Holger: Data Science Approaches to Quality Control in Manufacturing: A Review of Problems, Challenges and Architecture. In: Springer Proceedings Series Communications in Computer and Information Science (CCIS), 2020.
- Wilhelm, Yannick; Reimann, Peter; Gauchel, Wolfgang; Mitschang, Bernhard: Overview on Hybrid Approaches to Fault Detection and Diagnosis: Combining Data-driven, Physics-based and Knowledge-based Models. In: Procedia CIRP: Proceedings of the 14th CIRP Conference on Intelligent Computation in Manufacturing Engineering (CIRP ICME), 2020.
- Hirsch, Vitali; Reimann, Peter; Mitschang, Bernhard: Exploiting Domain Knowledge to Address Multi-Class Imbalance and a Heterogeneous Feature Space in Classification Tasks for Manufacturing Data. In: Balazinska, Magdalena (ed.); Zhou, Xiaofang (ed.): Proceedings of the 46th International Conference on Very Large Databases (VLDB), 2020.
- Villanueva Zacarias, Alejandro; Ghabri, Rachaa; Reimann, Peter: AD4ML: Axiomatic Design to Specify Machine Learning Solutions for Manufacturing. In: Proceedings of the 21st International Conference on Information Reuse and Integration for Data Science, 2020.
- Dreher, Simon; Reimann, Peter; Gröger, Christoph: Application Fields and Research Gaps of Process Mining in Manufacturing Companies. In: Reussner, R. H. (ed.); Koziolek, A (ed.); Heinrich, R. (ed.): Proceedings of INFORMATIK 2020.
- Kiefer, Cornelia; Reimann, Peter; Mitschang, Bernhard: A Hybrid Information Extraction Approach Exploiting Structured Data Within a Text Mining Process. In: Grust, Torsten (ed.); Naumann, Felix (ed.); Böhm, Alexander (ed.); Lehner, Wolfgang (ed.); Härder, Theo (ed.); Rahm, Erhard et al. (ed.): 18. Fachtagung des GI-Fachbereichs ,,Datenbanken und Informationssysteme (DBIS), 4.-8. März 2019, Rostock, Germany, Proceedings.
- Weber, Christian; Hirmer, Pascal; Reimann, Peter; Schwarz, Holger: A New Process Model for the Comprehensive Management of Machine Learning Models. In: Filipe, Joaquim (ed.); Smialek, Michal (ed.); Brodsky, Alexander (ed.); Hammoudi, Slimane (ed.): Proceedings of the 21st International Conference on Enterprise Information Systems (ICEIS); Heraklion, Crete, Greece, May 3-5, 2019.
- Spieß, Marco; Reimann, Peter: Angepasstes Item Set Mining zur gezielten Steuerung von Bauteilen in der Serienfertigung von Fahrzeugen. In: Tagungsband der 18. Konferenz Datenbanksysteme für Business, Technologie und Web (BTW 2019).
- Hirsch, Vitali; Reimann, Peter; Mitschang, Bernhard: Data-Driven Fault Diagnosis in End-of-Line Testing of Complex Products. In: Proceedings of the 6th IEEE International Conference on Data Science and Advanced Analytics (DSAA 2019), Washington, D.C., USA.
- Hirsch, Vitali; Reimann, Peter; Kirn, Oliver; Mitschang, Bernhard: Analytical Approach to Support Fault Diagnosis and Quality Control in End-Of-Line Testing. In: Proceedings of the 51st CIRP Conference on Manufacturing Systems (CIRP CMS 2018).
- Villanueva Zacarias, Alejandro; Reimann, Peter; Mitschang, Bernhard: A Framework to Guide the Selection and Configuration of Machine-Learning-based Data Analytics Solutions in Manufacturing. In: Proceedings of the 51st CIRP Conference on Manufacturing Systems (CIRP CMS 2018).
- Hirmer, Pascal; Reimann, Peter; Wieland, Matthias; Mitschang, Bernhard: Extended Techniques for Flexible Modeling and Execution of Data Mashups. In: Markus Helfert (ed.); Andreas Holzinger (ed.); Orlando Belo (ed.); Chiara Francalanci (ed.): Proceedings of the 4th International Conference on Data Management Technologies and Applications (DATA), 2015.
- Reimann, Peter; Schwarz, Holger; Mitschang, Bernhard: Data Patterns to Alleviate the Design of Scientific Workflows Exemplified by a Bone Simulation. In: Proceedings of the 26th International Conference on Scientific and Statistical Database Management, 2014.
- Reimann, Peter; Schwarz, Holger; Mitschang, Bernhard: A Pattern Approach to Conquer the Data Complexity in Simulation Workflow Design. In: R. Meersman et al. (ed.): Proceedings of OnTheMove Federated Conferences and Workshops (OTM), 22nd International Conference on Cooperative Information Systems (CoopIS 2014).
- Reimann, Peter; Schwarz, Holger: Datenmanagementpatterns in Simulationsworkflows. In: Gesellschaft für Informatik (GI) (ed.): Proceedings der 15. GI-Fachtagung Datenbanksysteme für Business, Technologie und Web (BTW 2013).
- Silcher, Stefan; Königsberger, Jan; Reimann, Peter; Mitschang, Bernhard: Cooperative service registries for the service-based Product Lifecycle Management architecture. In: Proceedings of the 17th IEEE International Conference on Computer Supported Cooperative Work in Design (CSCWD '13), 2013.
- Reimann, Peter; Reiter, Michael; Schwarz, Holger; Karastoyanova, Dimka; Leymann, Frank: SIMPL - A Framework for Accessing External Data in Simulation Workflows. In: Gesellschaft für Informatik (GI) (ed.): Datenbanksysteme für Business, Technologie und Web (BTW 2011), 14. Fachtagung des GI-Fachbereichs „Datenbanken und Informationssysteme“ (DBIS), Proceedings, 02.-04. März 2011, Kaiserslautern, Germany.
- Minguez, Jorge; Reimann, Peter; Zor, Sema: Event-driven Business Process Management in Engineer-to-Order Supply Chains. In: Proceedings of the 15th International Conference on Computer Supported Cooperative Work in Design, 2011.
Year 2023
Year 2022
Year 2021
Year 2020
Year 2019
Year 2018
Year 2015
Year 2014
Year 2013
Year 2011
Article in Proceedings (Workshop paper)
- Reimann, Peter; Waizenegger, Tim; Wieland, Matthias; Schwarz, Holger: Datenmanagement in der Cloud für den Bereich Simulationen und Wissenschaftliches Rechnen. In: Gesellschaft für Informatik e.V. (GI) (ed.): Proceedings des 2. Workshop Data Management in the Cloud auf der 44. Jahrestagung der Gesellschaft für Informatik e.V. (GI), 2014.
Year 2014
Technical Report
- Reimann, Peter; Kopp, Oliver; Decker, Gero; Leymann, Frank: Generating WS-BPEL 2.0 Processes from a Grounded BPEL4Chor Choreography, Technical Report No. 2008/07.
Year 2008
Article in Book
- Petrik, Dimitri; Mormul, Mathias; Reimann, Peter; Gröger, Christoph: Anforderungen für Zeitreihendatenbanken im industriellen IoT. In: Meinhardt, Stefan (ed.); Wortmann, Felix (ed.): IoT – Best Practices, Springer-Verlag, 2021.
Year 2021
Doctoral Thesis
- Reimann, Peter: Data Provisioning in Simulation Workflows, Doctoral Thesis, 2017.
Year 2017
Diploma Thesis
- Reimann, Peter: Optimization of BPEL/SQL Flows in Federated Database Systems, Diploma Thesis No. 2744, 2008.
Year 2008
Student Thesis
- Reimann, Peter: Generating BPEL Processes from a BPEL4Chor Description, Student Thesis No. 2100, 2007.