Publications

Publications AS: Year 2021

Documents of the Department

• Articles in Proceedings
• Articles in Journals
• Articles in Books
 

• Master Theses
• Bachelor Theses
 

• Bibliography 2021 BibTeX     ( Download )

• 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).
• Eichler, Rebecca; Giebler, Corinna; Gröger, Christoph; Hoos, Eva; Schwarz, Holger; Mitschang, Bernhard: Enterprise-Wide Metadata Management - An Industry Case on the Current State and Challenges. In: Abramowicz, Witold (ed.); Auer, Sören (ed.); Lewa&#324 (ed.); Ska, El&#380 (ed.); Bieta (ed.): 24thInternational Conference on Business Information Systems, 2021.
• Fritz, Manuel; Shao, Gang; Schwarz, Holger: Automatic Selection of Analytic Platforms with ASAP-DM. In: Proceedings of the 33rd International Conference on Scientific and Statistical Database Management, 2021.
• Fritz, Manuel; Tschechlov, Dennis; Schwarz, Holger: Efficient Exploratory Clustering Analyses with Qualitative Approximations. In: Proceedings of the 24th International Conference on Extending Database Technology (EDBT), 2021.
• Giebler, Corinna; Gröger, Christoph; Hoos, Eva; Eichler, Rebecca; Schwarz, Holger; Mitschang, Bernhard: The Data Lake Architecture Framework. In: Datenbanksysteme für Business, Technologie und Web (BTW 2021), 19. Fachtagung des GI-Fachbereichs Datenbanken und Informationssysteme (DBIS), 13.-17. September 2021, Dresden, Germany.
• Stach, Christoph; Bräcker, Julia; Eichler, Rebecca; Giebler, Corinna; Mitschang, Bernhard: Demand-Driven Data Provisioning in Data Lakes: BARENTS - A Tailorable Data Preparation Zone. In: Indrawan-Santiago, Maria (ed.); Pardede, Eric (ed.); Salvadori, Ivan Luiz (ed.); Steinbauer, Matthias (ed.); Khalil, Ismail (ed.); Kotsis, Gabriele (ed.): Proceedings of the 23rd International Conference on Information Integration and Web-based Applications & Services (iiWAS2021); Linz, Austria, November 29-December 1, 2021.
• Tschechlov, Dennis; Fritz, Manuel; Schwarz, Holger: AutoML4Clust: Efficient AutoML for Clustering Analyses. In: Proceedings of the 24th International Conference on Extending Database Technology (EDBT), 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).
• 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.
• 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.

• Eichler, Rebecca; Giebler, Corinna; Gröger, Christoph; Schwarz, Holger; Mitschang, Bernhard: Modeling metadata in data lakes—A generic model. In: Data & Knowledge Engineering. Vol. 136, Elsevier, 2021.
• Fritz, Manuel; Behringer, Michael; Tschechlov, Dennis; Schwarz, Holger: Efficient exploratory clustering analyses in large-scale exploration processes. In: Koutrika, Georgia (ed.); Miller, Renée J. (ed.); Shim, Kyuseok (ed.): The VLDB Journal, Berlin, Heidelberg: Springer Berlin Heidelberg, 2021.
• Przytarski, Dennis; Stach, Christoph; Gritti, Clémentine; Mitschang, Bernhard: Query Processing in Blockchain Systems: Current State and Future Challenges. In: Giuli, Dino (ed.); Hudson-Smith, Andrew (ed.); Garcia Villalba, Luis Javier (ed.): Future Internet. Vol. 14(1), MDPI, 2021.

• 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.

• Gönner, Katharina: Modellierung von Data Loops in Connected-Car-Umgebungen, Master Thesis No. 68, 2021.
• Hagemann, Pascal: Evaluating dynamic load balancing of ECM workload pattern employed in cloud environments managed by a Kubernetes/Docker eco-system, Master Thesis No. 53, 2021.
• Imeri, Amil: Prediction of failures of IoT devices by using machine learning, Master Thesis No. 55, 2021.
• Kenzler, Martin: Verteilte Datenpipelines in Software-Defined-Car-Anwendungen, Master Thesis No. 69, 2021.
• Kutger, Isabella: Konzept und Umsetzung eines Data Lakes für Connected-Car-Umgebungen, Master Thesis No. 67, 2021.
• Obralija, Admir: Framework zur Entscheidungsfusion für die Kombination von Fehlerdiagnosemethoden, Master Thesis No. 31, 2021.
• Saha, Shaiori: Knowledge Representation and Automated Reasoning with Semantic Web Technologies for Decision Support in Manufacturing, Master Thesis No. 45, 2021.
• Scheerer, Felix: Interaktion mit der MBP IoT-Plattform mittels der Microsoft HoloLens, Master Thesis No. 52, 2021.
• Schmidt, Simone: Concepts towards an automated data pre-processing and preparation within data lakes, Master Thesis No. 74, 2021.
• Schneider, Jan: Automatisches Auffinden von loT-Geräten in der loT-Plattform MBP, Master Thesis No. 101, 2021.
• Trybek, Christoph: Investigating the Orchestration of Containerized Enterprise Content Management Workloads in Cloud Environments Using Open Source Cloud Technology Based on Kubernetes and Docker, Master Thesis No. 57, 2021.
• Ulusal, Seda: Monitoring und Optimierung von SQL Streaming in der Cloud, Master Thesis No. 49, 2021.
• Vijayaruban, Mezak: Erklärbarkeit von Data Set Shifts in Zeitreihendaten von Feinstaubmessungen, Master Thesis No. 90, 2021.
• Vu, Henry Khang: Concepts for efficient query processing in hyperledger fabric using an eHealth use case as an example, Master Thesis No. 93, 2021.

• Altvater, Marc Arthur: Anforderungen von Data-Science-Anwendungsfällen im Zonenreferenzmodell, Bachelor Thesis No. 48, 2021.
• Bantel, Linus: Quantifizierung der Ähnlichkeit von Daten mit Hilfe neuronaler Netze, Bachelor Thesis No. 47, 2021.
• Bonnet, Gabriel: Analyse von datengetriebenen Verfahren zur Erkennung falsch dokumentierter Klassenlabel, Bachelor Thesis No. 74, 2021.
• Braun, Kai: Analyse von Clustering-Algorithmen zur Partitionierung von Trainingsdaten für komplexe Mehrklassenprobleme, Bachelor Thesis No. 75, 2021.
• Czepan, Mark: Entwicklung einer Applikation zur Erhebung und Visualisierung psychometrischer Kennzahlen aus Lernstandskontrollen in Ilias, Bachelor Thesis No. 81, 2021.
• Gerhards, Jan Patrick: Digital twin for fleet management of connected vehicles, Bachelor Thesis No. 65, 2021.
• Held, Dominik: Schutz der Privatsphäre in verteilten Software-Definded-Car-Anwendungen, Bachelor Thesis No. 99, 2021.
• Laackmann, Jan: Erweiterung der IoT-Plattform MBP mit dem Standard OPC-UA, Bachelor Thesis No. 51, 2021.
• Moslavac, Denis: Konzeption einer Ontologie zur Beschreibung von Daten der CAE Domäne, Bachelor Thesis No. 21, 2021.
• Münch, Rudolf: Konzeption und Realisierung eines Werkzeugs zur Extraktion von Metadaten aus einem heterogenen Datenbestand des Computer-Aided Engineering, Bachelor Thesis No. 61, 2021.
• Pfeffer, Moritz: Analysis and Comparison of Ensemble Methods for Clustering Analyses, Bachelor Thesis No. 25, 2021.
• Schneider, Tim: Verarbeitung komplexer IoT-Daten in der IoT-Plattform MBP, Bachelor Thesis No. 45, 2021.
• Steinhauer, Anatoli: Konzeption und Realisierung eines konfigurierbaren Werkzeugs zur Visualisierung von Metadaten, Bachelor Thesis No. 60, 2021.