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Papers in Data Quality and Management 22

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Digital Health Data Quality Issues: Systematic Review
2023 Journal of Medical Internet Research review Decision Sciences Data Quality and Management Open access

Rehan Syed, Rebekah Eden, Tendai Makasi, Ignatius Chukwudi, Azumah Mamudu, Mostafa Kamalpour, +7 more

126

citations
Knowledge-Driven Data Ecosystems Toward Data Transparency
2021 Journal of Data and Information Quality article Decision Sciences Data Quality and Management Open access

Sandra Geisler, María-Esther Vidal, Cinzia Cappiello, Bernadette Farias Lóscio, Avigdor Gal, Matthias Jarke, +6 more

68

citations
Benchmarking of Data Preprocessing Methods for Machine Learning-Applications in Production
2021 Procedia CIRP article Decision Sciences Data Quality and Management Open access

Maik Frye, Johannes Mohren, Robert Heinrich Schmitt

33

citations
An ERP Data Quality Assessment Framework for the Implementation of an APS system using Bayesian Networks
2022 Procedia Computer Science conference-paper Decision Sciences Data Quality and Management Open access

Jan-Phillip Herrmann, Sven M. Tackenberg, Elio Padoano, Jörg Hartlief, Jens Rautenstengel, Christine Loeser

8

citations
Inside Production Data Science: Exploring the Main Tasks of Data Scientists in Production Environments
2024 AI article Decision Sciences Data Quality and Management Open access

Arno Schmetz, Achim Kampker

6

citations
Methodology for Automated Master Data Management using Artificial Intelligence
2022 conference-paper Decision Sciences Data Quality and Management

Michael Riesener, Maximilian Kühn, Benjamin Nils Johannes Lender, Günther Schuh

6

citations
Data linkage of two national databases: Lessons learned from linking the Dutch Arthroplasty Register with the Dutch Foundation for Pharmaceutical Statistics
2023 PLoS ONE article Decision Sciences Data Quality and Management Open access

Heather E. van Brug, Frits Richard Rosendaal, Liza N. van Steenbergen, Rob G. H. H. Nelissen, Maaike G. J. Gademan

6

citations
Towards Harmonized Data Quality in the Medical Informatics Initiative – Current State and Future Directions
2022 Studies in health technology and informatics book-chapter Decision Sciences Data Quality and Management Open access

Gaetan Kamdje Wabo, Erik Tute

5

citations
Digital Health Data Imperfection Patterns and Their Manifestations in an Australian Digital Hospital
2023 Proceedings of the ... Annual Hawaii International Conference on System Sciences/Proceedings of the Annual Hawaii International Conference on System Sciences conference-paper Decision Sciences Data Quality and Management Open access

Robert M. Eley

3

citations
Establishing a Data Quality Baseline in the AKTIN Emergency Department Data Registry – A Secondary Use Perspective
2022 Studies in health technology and informatics book-chapter Decision Sciences Data Quality and Management Open access

Lucas Triefenbach, Ronny Otto, Jonas Bienzeisler, Alexander Kombeiz, Saskia Ehrentreich, Rainer Röhrig, +1 more

2

citations
Catalog Integration of Low-quality Product Data by Attribute Label Ranking
2020 International Conference on Data Science, Technology and Applications (DATA) conference-paper Decision Sciences Data Quality and Management Open access

Oliver Schmidts, Bodo Kraft, Marvin Winkens, Albert Zündorf

2

citations
Unternehmensübergreifendes Datenqualitätsmanagement
2022 Zeitschrift für wirtschaftlichen Fabrikbetrieb article Decision Sciences Data Quality and Management

Maria Linnartz, Soo-Yon Kim, Martin Perau, Tobias Schröer, Sandra Geisler, Stefan Decker

1

citations
Fix databases that fail with two surnames
2021 Nature article Decision Sciences Data Quality and Management

Jorge Mira, M. Carmen Parafita Couto

1

citations
Catalog Integration of Heterogeneous and Volatile Product Data
2021 Communications in computer and information science conference-paper Decision Sciences Data Quality and Management

Oliver Schmidts, Bodo Kraft, Marvin Winkens, Albert Zündorf

0

citations
Digital Health Data Quality Issues: Systematic Review (Preprint)
2022 preprint Decision Sciences Data Quality and Management Open access

Rehan Syed, Rebekah Eden, Tendai Makasi, Ignatius Chukwudi, Azumah Mamudu, Mostafa Kamalpour, +7 more

0

citations
Derivation of the Data Attributes for Identification of Incorrect Events in Supply Chain Event Management
2023 IFIP advances in information and communication technology conference-paper Decision Sciences Data Quality and Management Open access

Jokim Janßen, Tobias Schröer, Günther Schuh, Wolfgang Boos

0

citations
Privacy-Preserving Linkage of Distributed Datasets using the Personal Health Train
2023 arXiv (Cornell University) preprint Decision Sciences Data Quality and Management Open access

Maximilian Jugl, Sascha Welten, Yongli Mou, Yeliz Üçer Yediel, Oya Beyan, Ulrich Sax, +1 more

0

citations
Künstliche Intelligenz im Fehlermanagement - Datenqualität bei der Informationsbereitstellung durch LLMs
2025 RWTH Publications (RWTH Aachen) article Decision Sciences Data Quality and Management Open access

Charlotte Wachter, Chris R. Schönekehs, Marcos Padrón Hinrichs, Felix Sohnius, Robert Heinrich Schmitt

0

citations
D4.3 - Mechanisms for Transaction and Billing of Data-Based Offerings, Action Blueprints for Business Model Design
2025 Zenodo (CERN European Organization for Nuclear Research) article Decision Sciences Data Quality and Management Open access

Udo Bub, Rolf Schneider, Finn Bacher, Eduardo Vyhmeister

0

citations
NiceT: Named Entity Cleaning and Enhancement with Human-in-the-loop
2026 Proceedings of the VLDB Endowment article Decision Sciences Data Quality and Management Open access

Garima Gaur, Ioana Manolescu, Tenorio, María, Mellado, Madhulika Mohanty, Moritz Sommer

0

citations
Harmonized Data Quality Assessments on Emergency Data Across Multiple Hospitals
2026 Studies in health technology and informatics book-chapter Decision Sciences Data Quality and Management Open access

Kais Tahar, Wiebke Schirrmeister, Saskia Ehrentreich, Susanne Drynda, Jonas Bienzeisler, Felix Walcher, +1 more

0

citations
Data Auditing and Quality Assurance in a Federated Learning Consortium; Getting the Best of Both Worlds from Cross-Institutional and In-House Data Quality Inspection
2026 medRxiv preprint Decision Sciences Data Quality and Management Open access

Joshi Hogenboom, Natacha Perez, Quentin Filori, Alric Sans, Aiara Lobo Gomes, Andre L.A.J. Dekker, +5 more

0

citations

22 results