Publikationen

Publikationen AS: Jahrgang 2024

Dokumente der Abteilung

• Artikel in Tagungsbänden
• Artikel in Zeitschriften
 

• Masterarbeiten
• Bachelorarbeiten
 

• Bibliographie 2024 BibTeX     ( Download )

• Behringer, Michael; Treder-Tschechlov, Dennis; Rapp, Jannis: Empowering Domain Experts to Enhance Clustering Results Through Interactive Refinement. In: Onizuka, M., et al. Database Systems for Advanced Applications. DASFAA 2024. Lecture Notes in Computer Science, vol 14856. Springer, Singapore.
• Fieschi, Andrea; Hirmer, Pascal; Agrawal, Sachin; Stach, Christoph; Mitschang, Bernhard: HySAAD - A Hybrid Selection Approach for Anonymization by Design in the Automotive Domain. In: Renso, Chiara (Hrsg); Sakr, Mahmoud (Hrsg); Aref, Walid G (Hrsg); Song, Ashley (Hrsg); Long, Cheng (Hrsg): Proceedings of the 25th IEEE International Conference on Mobile Data Management (MDM 2024).
• Li, Yunxuan; Stach, Christoph; Mitschang, Bernhard: PaDS: An adaptive and privacy-enabling Data Pipeline for Smart Cars. In: Renso, Chiara (Hrsg); Sakr, Mahmoud (Hrsg); Aref, Walid G (Hrsg); Kim, Kyoung-Sook (Hrsg); Papagelis, Manos (Hrsg); Sacharidis, Dimitris (Hrsg): Proceedings of the 25th IEEE International Conference on Mobile Data Management (MDM 2024).
• Przytarski, Dennis; Stach, Christoph; Mitschang, Bernhard: Assessing Data Layouts to Bring Storage Engine Functionality to Blockchain Technology. In: Tung X. Bui (Hrsg): Proceedings of the 57th Hawaii International Conference on System Sciences (HICSS '24), 2024.
• Schneider, Jan; Gröger, Christoph; Lutsch, Arnold: The Data Platform Evolution: From Data Warehouses over Data Lakes to Lakehouses. In: Schwarz, Holger (Hrsg): Proceedings of the 34th GI-Workshop on Foundations of Databases (Grundlagen von Datenbanken), Hirsau, Germany, 2024.
• Schneider, Jan; Lutsch, Arnold; Gröger, Christoph; Schwarz, Holger; Mitschang, Bernhard: First Experiences on the Application of Lakehouses in Industrial Practice. In: Störl, Uta (Hrsg): Proceedings of the 35th GI-Workshop on Foundations of Databases (Grundlagen von Datenbanken), Herdecke, Germany, 2024.
• Stach, Christoph; Li, Yunxuan; Schuiki, Laura; Mitschang, Bernhard: LALO—A Virtual Data Lake Zone for Composing Tailor-Made Data Products on Demand. In: Strauss, Christine (Hrsg); Amagasa, Toshiyuki (Hrsg); Manco, Giuseppe (Hrsg); Kotsis, Gabriele (Hrsg); Tjoa, A Min (Hrsg); Khalil, Ismail (Hrsg): Proceedings of the 35th International Conference on Database and Expert Systems Applications (DEXA 2024).
• Treder-Tschechlov, Dennis; Fritz, Manuel; Schwarz, Holger; Mitschang, Bernhard: Ensemble Clustering based on Meta-Learning and Hyperparameter Optimization. In: Proceedings of the VLDB Endowment (Hrsg): Proc. VLDB Endow. 17, 11 (July 2024), 2880–2892.
• Treder-Tschechlov, Dennis; Fritz, Manuel; Schwarz, Holger; Mitschang, Bernhard: Ensemble Clustering based on Meta-Learning and Hyperparameter Optimization. In: Proceedings of the VLDB Endowment (Hrsg): Proc. VLDB Endow. 17, 11 (July 2024), 2880–2892.
• Treder-Tschechlov, Dennis; Fritz, Manuel; Schwarz, Holger; Mitschang, Bernhard: Ensemble Clustering based on Meta-Learning and Hyperparameter Optimization. In: Proceedings of the VLDB Endowment (Hrsg): Proc. VLDB Endow. 17, 11 (July 2024), 2880–2892.
• Treder-Tschechlov, Dennis; Fritz, Manuel; Schwarz, Holger; Mitschang, Bernhard: Ensemble Clustering based on Meta-Learning and Hyperparameter Optimization. In: Proceedings of the VLDB Endowment (Hrsg): Proc. VLDB Endow. 17, 11 (July 2024), 2880–2892.

• Schneider, Jan; Gröger, Christoph; Lutsch, Arnold; Schwarz, Holger; Mitschang, Bernhard: The Lakehouse: State of the Art on Concepts and Technologies. In: SN Computer Science. Vol. 5(5), Springer Nature, 2024.

• Labes, Leon: Analysis and evaluation of data preprocessing methods for clustering analyses, Masterarbeit Nr. 20, 2024.
• Moslavac, Denis: Developing an ontology on information governance using description logic, Masterarbeit Nr. 2, 2024.
• Schneider, Tim: Evaluation von Datenarchitekturen für die Connected-Cars-Domäne, Masterarbeit Nr. 31, 2024.
• Zhou, Jingyue: Design and implementation of TOSCA compliant Information Governance services, Masterarbeit Nr. 14, 2024.

• Scheich, Mario: Integration of data reduction methods for an AutoML system for clustering analyses, Bachelorarbeit Nr. 40, 2024.