2025
- Tanja Auge, Meike Klettke, Gunnar Bali, Christian Kindler, Daniel Knüttel, Wolfgang S?ldner, Tilo Wettig: Provenance for Lattice QCD Workflows -- An Update. Accepted for ProvenanceWeek 2025
- Valerie Restat, Indra 百利宫_百利宫娱乐平台￥官网telk?mper, Meike Klettke, Uta St?rl: FONDUE - Fine-tuned Optimization: Nurturing Data Usability & Efficiency. Journal of Big Data, 2025
- Meike Klettke, Tanja Auge, Dominique Hausler, Jennifer Landes, Sylvia Melzer, Mark Lucas M?ller, Maximilian Plazotta: Der Lehrstuhl Data Engineering an der Universit?t Regensburg. Datenbank-Spektrum 25(1): 51-56, 2025
- Jennifer Landes, Meike Klettke, Sonja K?ppl: Impact of Preprocessing on Classification Results of Eye-Tracking-Data. DE4DS@BTW 2025
- Dominique Hausler, Jennifer Landes, Meike Klettke: SeeME: A General, Reusable Graph Schema for Data Preprocessing of Eye-Tracking Data. DE4DS@BTW 2025
- Laura Waltersdorfer, Dominique Hausler, Tanja Auge: Provenance Question-based AI Transparency and Accountable AI Governance. AIGOV@AAAI 2025
2024
- Tanja Auge, Sascha Genehr, Meike Klettke, Frank Krüger, Max Schr?der: Towards dimensions and granularity in a unified workflow and data provenance framework. Accepted for LWDA 2024 (pdf)
- Dominique Hausler, Meike Klettke: Nautilus: Implementation of an Evolution Approach for Graph Databases. MoDELS (Companion) 2024
- Dominique Hausler: Estimation, Impact and Visualization of Schema Evolution in Graph Databases. MoDELS (Companion) 2024
- Maximilian Plazotta, Meike Klettke:Data Architectures in Cloud Environments. Datenbank-Spektrum 24(3): 243-247, 2024
- Jennifer Landes, Meike Klettke, Sonja K?ppl: Comparison of Classifiers for Eye-Tracking Data. Data Science Projekte: Von der Wissenschaft bis zur Anwendung@GI Informatik Festival 2024
- Tanja Auge, Meike Klettke, Susanne Feistel, Susanne Jürgensmann, Emil Michels, Fajar J. Ekaputra, Laura Waltersdorfer: Towards an integrated provenance framework -- A scenario for marine data . TaPP 2024
- Sebastian Strasser, Meike Klettke: Transparent Data Preprocessing for Machine Learning. HILDA@SIGMOD, 2024
- Sebastian Strasser: Machine learning-aware data validation. GvDB, 2024
- Tanja Auge, Fajar J. Ekaputra, Susanne Feistel, Susanne Jürgensmann, Meike Klettke, Laura Waltersdorfer: Challenges of Tracking Provenance in Marine Data. IMDIS, 2024
- Valerie Restat, Meike Klettke, Uta St?rl: Towards an End-to-End Data Quality Optimizer. DataPlat@ICDE, 2024
- Alberto H. Chillón, M Klettke, Diego S. Ruiz, Jesus Garcia Molina: A Generic Schema Evolution Approach for NoSQL and Relational Databases. IEEE Transactions on Knowledge and Data Engineering, 2024
2023
- Dominique Hausler, Meike Klettke, Uta St?rl: A Language for Graph Database Evolution and its Implementation in Neo4j, ER Forum 2023
- Mark Lukas M?ller, Dominique Hausler, Sebastian Strasser, Tanja Auge and Meike Klettke: Heterogeneity in NoSQL Databases: Challenges of Handling schema-less Data, LWDA 2023
- Sylvia Melzer, Meike Klettke, Franziska Weise, Kaja Harter-Uibopuu, Ralf M?ller: EpiDoc Data Matching for Federated Information Retrieval in the Humanities, accepted for: 1st International Workshop on AI in Digital Humanities, Computational Social Sciences and Economics Research@18th Conference on Computer Science and Intelligence Systems (FedCSIS), Warschau, Polen, 2023
- Jennifer Landes, Sonja K?ppl, Meike Klettke: Influence Factors on Academic Integrity revealed by Machine Learning Methods, Workshop Grundlagen von Datenbanken, 2023
- Valerie Restat, Meike Klettke, Uta St?rl: FAIR is not enough - A Metrics Framework to ensure Data Quality through Data Preparation. Data Engineering 4 Data Science @ BTW 2023
- Stefan Klessinger, Michael Fruth, Valentin Gittinger, Meike Klettke, Uta St?rl, Stefanie Scherzinger: Tagger: A Tool for the Discovery of Tagged Unions in JSON Schema Extraction, Demo-Track, EDBT 2023
- Tanja Auge, Gunnar Bali, Meike Klettke, Bertram Lud?scher, Wolfgang S?ldner, Simon Weish?upl, Tilo Wettig: Provenance for Lattice QCD workflows, ACM WWW, Provenance Week, 2023
- Tanja Auge: ProSA - A provenance system for reproducing query results, ACM WWW, ProvenanceWeek, 2023
2022
- André Conrad, Philipp Utzmann, Meike Klettke, Uta St?rl: Metamodels to support Database Migration between heterogeneous Data Stores, International Workshop on Models and Evolution@Models, 2022
- Stefan Klessinger, Meike Klettke, Uta St?rl, Stefanie Scherzinger: Extracting JSON Schemas with Tagged Unions, DeCO@VLDB (First International Workshop on Data Ecosystems), 2022
- Fabian Panse, Meike Klettke, Johannes Schildgen, Wolfram Wingerath: Similarity-driven Schema Transformation for Test Data Generation, EDBT 2022
- Valerie Restat, Meike Klettke, Uta St?rl: Towards a Holistic Data Preparation Tool. DataPlat@EDBT, 2022
- Uta St?rl, Meike Klettke: Darwin: A Data Platform for NoSQLSchema Evolution Management and Data Migration, DataPlat@EDBT, 2022
- Andrea Hillenbrand, Uta St?rl, Shamil Nabiyev, Meike Klettke:
Self-adapting data migration in the context of schema evolution in NoSQL databases. Distributed Parallel Databases 40(1): 5-25, 2022 - Meike Klettke, Uta St?rl: Four Generations in Data Engineering for Data Science - The Past, Presence and Future of a Field of Science, Datenbank-Spektrum, 2022
2021
- Meike Klettke, Adrian Lutsch, Uta St?rl: Kurz erkl?rt: Measuring Data Changes in Data Engineering and their Impact on Explainability and Algorithm Fairness. Datenbank-Spektrum 21(3): 245-249 (2021)
- André Conrad, Mark Lukas M?ller, Tobias Kreiter, Jan-Christopher Mair, Meike Klettke, Uta St?rl: EvoBench: Benchmarking Schema Evolution in NoSQL. TPCTC 2021
- Andrea Hillenbrand, Uta St?rl, Shamil Nabiyev, Meike Klettke: Self-adapting data migration in the context of schema evolution in NoSQL databases, Journal Distributed and Parallel Databases, 1-21
- Mark Lukas M?ller, Nic Scharlau, Meike Klettke. An Empirical Study of Open Data JSON Files (short paper), DOLAP@EDBT 2021
2020
- Mark Lukas M?ller, Meike Klettke, Uta St?rl: EvoBench - A Framework forBenchmarking Schema Evolution in NoSQL, 9th Scalable Cloud Data Ma-nagement Workshop (SCDM) @ IEEE Big Data Conference, Atlanta, USA (online), December 2020
- Mark Lukas M?ller, Stefanie Scherzinger, Meike Klettke, Uta St?rl: Why It Is Time for Yet Another Schema Evolution Benchmark - Visionary Paper. CAiSE Forum 2020: 113-125
- Uta St?rl, Meike Klettke, Stefanie Scherzinger: NoSQL Schema Evolution and Data Migration: State-of-the-Art and Opportunities. EDBT 2020: 655-658, (pdf)
- Andrea Hillenbrand, Uta St?rl, Maksym Levchenko, Shamil Nabiyev, Meike Klettke: Towards Self-Adapting Data Migration in the Context of Schema Evolution in NoSQL Databases. ICDE Workshops 2020: 133-138
2019
- Irena Holubova, Meike Klettke, Uta St?rl: Evolution Management of Multi-Model Data (Position Paper), Poly19@VLDB, San Francisco, slides
- Mark Lukas M?ller, Meike Klettke, Andrea Hillenbrand, Uta St?rl: Query Rewriting for Continuously Evolving NoSQL Databases. Article, ER2019 conference, Brazil, 2019
- Mark Lukas M?ller, Meike Klettke, Uta St?rl:
Keeping NoSQL Databases Up to Date - Semantics of Evolution Operations and their Impact on Data Quality. S. 25-37, LWDA 2019 - Andrea Hillenbrand, Maksym Levchenko, Uta St?rl, Stefanie Scherzinger, Meike Klettke: MigCast: Putting a Price Tag on Data Model Evolution in NoSQL Data Stores. SIGMOD Conference 2019: 1925-1928
- Mark Lukas M?ller (Universit?t Rostock), Nicolas Berton (ENSEIRB-MATMECA), Meike Klettke (Universit?t Rostock), Stefanie Scherzinger (OTH Regensburg) und Uta St?rl (Hochschule Darmstadt): jHound: Large-Scale Profiling of Open JSON Data, BTW Demo, 2019, paper, slides demo flash
2018
- Irena Holubova, Meike Klettke, Uta St?rl: Evolution Management of Multi-Model Data (Position Paper), Poly19@VLDB, San Francisco, slides
- Mark Lukas M?ller, Meike Klettke, Andrea Hillenbrand, Uta St?rl: Query Rewriting for Continuously Evolving NoSQL Databases. Article, ER2019 conference, Brazil, 2019
- Mark Lukas M?ller, Meike Klettke, Uta St?rl:
Keeping NoSQL Databases Up to Date - Semantics of Evolution Operations and their Impact on Data Quality. S. 25-37, LWDA 2019 - Andrea Hillenbrand, Maksym Levchenko, Uta St?rl, Stefanie Scherzinger, Meike Klettke: MigCast: Putting a Price Tag on Data Model Evolution in NoSQL Data Stores. SIGMOD Conference 2019: 1925-1928
- Mark Lukas M?ller (Universit?t Rostock), Nicolas Berton (ENSEIRB-MATMECA), Meike Klettke (Universit?t Rostock), Stefanie Scherzinger (OTH Regensburg) und Uta St?rl (Hochschule Darmstadt): jHound: Large-Scale Profiling of Open JSON Data, BTW Demo, 2019, paper, slides demo flash
2017
- Meike Klettke, Hannes Awolin, Uta St?rl, Daniel Müller, Stefanie Scherzinger: Uncovering the Evolution History of Data Lakes, 6th Scalable Cloud Data Management Workshop (SCDM) @ IEEE Big Data Conference, Boston, USA, December 2017, (pdf)
- Ilvio Bruder, Meike Klettke, Mark Lukas M?ller, Frank Meyer, Andreas Heuer, Susanne Jürgensmann, Susanne Feistel: Daten wie Sand am Meer -- Datenerhebung, -strukturierung, -management und Data Provenance für die Ostseeforschung, Datenbankspektrum, 2017
- Robert Stephan, Meike Klettke: Speicherung bibliographischer Metadaten in relationalen und nicht-relationalen Datenbankmodellen, Workshop Modellierung4DH - Modellierungsfragen in den Digitalen Geisteswissenschaften auf der GI Jahrestagung, 2017
- Uta St?rl, Daniel Müller, Meike Klettke, Stefanie Scherzinger: Enabling Efficient Agile Software Development of NoSQL-backed Applications, BTW Demo 2017
- Bernhard Mitschang, Norbert Ritter, Holger Schwarz, Meike Klettke, Andreas Thor, Oliver Kopp, Matthias Wieland (Hrsg.): Datenbanksysteme für Business, Technologie und Web (BTW 2017), Workshopband, Lecture Notes in Informatics
- Meike Klettke, Stefanie Scherzinger, Uta St?rl: Schema Evolution in Scalable Cloud Data Management, Keynote auf dem SCDM Workshop auf der BTW 2017, (slides of the talk)
2016
- Meike Klettke, Uta St?rl, Manuel Shenavai, Stefanie Scherzinger: NoSQL Schema Evolution and Big Data Migration at Scale, 4th Scalable Cloud Data Management Workshop (SCDM) @ IEEE Big Data Conference, Washington, D.C., USA, December 2016, (pdf)
- Meike Klettke, Stefanie Scherzinger, Uta St?rl, Stephanie Sombach, Katharina Wiech: Challenges with Continuous Deployment of NoSQL-backed Database Applications, LWDA 2016
- Stefanie Scherzinger, Stephanie Sombach, Katharina Wiech, Meike Klettke and Uta St?rl: Datalution: A Tool for Continuous Schema Evolution in NoSQL-backed Web Applications, QUDOS 2016
- Meike Klettke, Uta St?rl, Stefanie Scherzinger: Herausforderungen bei der Anwendungsentwicklung mit schema-flexiblen NoSQL-Datenbanken, HMD Praxis der Wirtschaftsinformatik 310, 2016
- Uta St?rl, Meike Klettke, Stefanie Scherzinger: Kurz erkl?rt: Objekt-NoSQL-Mapping, Datenbankspektrum, 16, S.83-87, 2016
2015
- Uta St?rl, Meike Klettke, Stefanie Scherzinger: Kontrolliertes Schema-Evolutionsmanagement für NoSQL-Datenbanksysteme. Herbsttreffen der Fachgruppe Datenbanken, Oktober 2015
- Stefanie Scherzinger, Uta St?rl, Meike Klettke: A Datalog-based Protocol for Lazy Data Migration in Agile NoSQL Application Development. The 16th International Symposium on Database Programming Languages DBPL@Splash, Pittsburgh, Oktober 2015, (pdf)
- Meike Klettke, Uta St?rl, Stefanie Scherzinger: Schema Extraction and Structural Outlier Detection for NoSQL Data Stores. Copyright: Gesellschaft für Informatik, BTW 2015, (article, slides)
- Uta St?rl, Thomas Hauf, Meike Klettke, Stefanie Scherzinger: Schemaless NoSQL Data Stores - Object-NoSQL Mappers to the Rescue? , Copyright: Gesellschaft für Informatik, Industrieprogramm, BTW 2015
- Stefanie Scherzinger, Meike Klettke, Uta St?rl: Cleager: Eager Schema Evolution in NoSQL Document Stores. Copyright: Gesellschaft für Informatik, Demoprogramm, BTW 2015
2014
- Meike Klettke, Stefanie Scherzinger, Uta St?rl: Datenbanken ohne Schema? - Herausforderungen und L?sungs-Strategien in der agilen Anwendungsentwicklung mit schema-flexiblen NoSQL-Datenbanksystemen. Datenbank-Spektrum 14(2): 119-129
- Thomas N?singer, Meike Klettke, Andreas Heuer: Optimization of Sequences of XML Schema Modifications - The ROfEL Approach. Grundlagen von Datenbanken 2014: 11-16
2013
- Stefanie Scherzinger, Meike Klettke, and Uta St?rl: Managing Schema Evolution in NoSQL Data Store, The 14th International Symposium on Database Programming Languages DBPL@VLDB, Italy, 2013
- Thomas N?singer, Meike Klettke, Andreas Heuer: XML Schema Transformations - The ELaX Approach. DEXA 2013: S. 293-302
- Thomas N?singer, Meike Klettke, Andreas Heuer: A Conceptual Model for the XML Schema Evolution. Grundlagen von Datenbanken 2013: S. 28-33
- Dortje L?per, Meike Klettke, Ilvio Bruder and Andreas Heuer: Enabling Flexible Integration of Healthcare Information Using the Entity-Attribute- Value Storage Model, Health Information Science and Systems 2013, S. 1-9, February 2013
2012
- Dortje L?per, Meike Klettke, Ilvio Bruder and Andreas Heuer: Integrating Healthcare-related Information using the Entity-Attribute-Value Storage Model, in: Health Information Science: First International Conference, herausgegeben von Jing He, Xiaohui Liu, Elizabeth Krupinski, Guandong Xu, HIS 2012, Beijing, China
- Thomas N?singer, Meike Klettke, Andreas Heuer: Evolution von XML-Schemata auf konzeptioneller Ebene - ?bersicht: Der CodeX-Ansatz zur L?sung des Gültigkeitsproblems. Grundlagen von Datenbanken 2012
- Sebastian Schick, Gregor Buchholz, Meike Klettke, Andreas Heuer, Peter Forbrig: iETL: Flexibilisierung der Datenintegration in Data Warehouses. Grundlagen von Datenbanken 2012
2011
- Dortje L?per, Meike Klettke and Andreas Heuer: Das Entity-Attribute-Value-Konzept als Speicherstruktur für die Informationsintegration in der ambulanten Pflege, in: GI Jahrestagung, Workshop "Datenmanagement und Interoperabilit?t im Gesundheitswesen", 2011
- Matthias Virgin, Ilvio Bruder, Susanne Jürgensmann and Meike Klettke: Towards an information system for the collaborative investigation of neurodegenerative diseases, International Conference on Information Communication Technologies in Health (ICICTH), Samos, Greece, 2011
- Meike Klettke, Bernhard Thalheim: Evolution, Migration, and Legacy Systems, Buchkapitel in: Thalheim, Embley, Conceptual Modeling Handbook, Springer Verlag, 2011
2007
- Meike Klettke: Modellierung, Bewertung und Evolution von XML-Dokumentkollektionen. (pdf) Habilitationsschrift, Universit?t Rostock, Fakult?t für Informatik und Elektrotechnik, eingereicht am 09.09.2006, verteidigt am 19.09.2007, Probevorlesung am 06.12.2007
- Meike Klettke: Conceptual XML Schema Evolution - the CoDEX Approach for Design and Redesign. (pdf) BTW Workshops 2007: 53-63
2005
- Meike Klettke, Tobias Tiedt: XML-Schemaevolution und inkrementelle Validierung. (pdf) Berliner XML Tage 2005: 111-116
- Meike Klettke, Holger Meyer, Birger H?nsel: Evolution - The Other Side of the XML. Update Coin, 2nd International Workshop on XML Schema and Data Management (XSDM), Tokyo, 2005
- Manja Nelius, Meike Klettke: Strukturfindung in historischen Texten. (pdf) Workshop WebDB meets IR, Karlsruhe, 2005
2003
- Wolfgang Sigel, Susanne Busse, Ralf-Detlef Kutsche, Meike Klettke: Designing a Metadata-based Infrastructure for E-Learning. 5th International Workshop on Engineering Federated Information Systems (EFIS), 2003, Coventry/UK
- Meike Klettke, Holger Meyer: Speicherung von XML-Dokumenten - eine Klassifikation. Tutorial Datenbankspektrum, Heft 5/2003, S. 40-51
2002
- Meike Klettke, Holger Meyer: XML und Datenbanken. Buch, ISBN 978-3-89864-148-7, dpunkt Verlag, 2002
- Meike Klettke, Holger Meyer, Werner Retschitzegger, Rainer Unland: Kapitel 5: Speicherung von XML-Dokumenten. In: Erhard Rahm, Gottfried Vossen (Hrsg.), Web und Datenbanken. dpunkt Verlag, 2002
- Holger Meyer, Meike Klettke: Kapitel 13: Systeme. In: Erhard Rahm, Gottfried Vossen (Hrsg.), Web und Datenbanken. dpunkt Verlag, 2002
- Meike Klettke, Lars Schneider, Andreas Heuer: Metrics for XML document collections. (ps) In: XML-Based Data Management (XMLDM). EDBT Workshop, 2002, LNCS 2490, S. 15-28, 2002
2001
- Meike Klettke, Mathias Bietz, Ilvio Bruder, Andreas Heuer, Denny Priebe, Günter Neumann, Markus Becker, Jochen Bedersdorfer, Hans Uszkoreit, Alexander Maedche, Steffen Staab, Rudi Studer: GETESS - Ontologien objektrelationale Datenbanken und Textanalyse als Bausteine einer Semantischen Suchmaschine. Datenbank-Spektrum 1(1): 14-24 (2001)
2000
- Meike Klettke, Holger Meyer: XML and Object-Relational Databases - Enhancing Structural Mappings Based on Statistics. In: WebDB 2000, Mai 2000
- Meike Klettke, Holger Meyer: Managing XML documents in object-relational databases. In: XML 2000, Mai 2000
1999
- Steffen Staab, Christian Braun, Ilvio Bruder, Antje Düsterh?ft, Andreas Heuer, Meike Klettke, Günter Neumann, Bernd Prager, Jan Pretzel, Hans-Peter Schnurr, Rudi Studer, Hans Uszkoreit, Burkhard Wrenger: A System for Facilitating and Enhancing Web Search. In: IWANN'99 - Proceedings of International Working Conference on Artificial and Natural Neural Networks. Lecture Notes in Computer Science, Springer-Verlag, Berlin, Heidelberg, 1999
- Steffen Staab, Christian Braun, Ilvio Bruder, Antje Düsterh?ft, Andreas Heuer, Meike Klettke, Günter Neumann, Bernd Prager, Jan Pretzel, Hans-Peter Schnurr, Rudi Studer, Hans Uszkoreit, Burkhard Wrenger: GETESS - Searching the Web Exploiting German Texts. In: Klusch, M.; Shehory, O.; Weiss, G. (Hrsg.), Cooperative Information Agents III, Proceedings 3rd International Workshop CIA-99, Band 1652, Springer Verlag, Juli 1999
- Meike Klettke, Holger Meyer: Managing XML documents in object-relational databases. Rostocker Informatik-Berichte 24, 1999
- Meike Klettke: Reuse of Database Design Decisions. (ps) International Workshop on Reverse Engineering in Information Systems REIS'99
- Meike Klettke, Andreas Heuer: Informationsspeicherung in GETESS oder die Strukturierung der Semistrukturiertheit. 11. Workshop, Grundlagen von Datenbanken, Luisenthal 1999
1997
- Meike Klettke: Akquisition von Integrit?tsbedingungen in Datenbanken. Universit?t Rostock, Dissertation, eingereicht am 09.01.1997, verteidigt am 12.12.1997, (pdf)