Dr. Ralph Müller-Pfefferkorn
Dr. Ralph Müller-Pfefferkorn
Head of Department VDR / Group leader Data Management
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Informationen im Forschungsinformationssystem der TU Dresden
Research projects
GeRDI - Generic Research Data Infrastructure, 01.11.2016 - 31.01.2020
GeoKur – Datenkuration für die Umweltwissenschaften, 01.06.2019 - 31.05.2022
AI4DI – Artificial Intelligence for Digitizing Industry, 01.06.2019 - 31.05.2022
LSDMA - Large Scale Data Management and Analysis , 01.01.2012 - 31.12.2016
Publications
DBLP
Google Scholar
Research Gate
2024
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FAIRness Along the Machine Learning Lifecycle Using Dataverse in Combination with MLflow , 1 Dec 2024, In: Data Science JournalElectronic (full-text) versionResearch output: Contribution to journal > Research article
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Research data infrastructures in environmental sciences—Challenges and implementation approaches focusing on the integration of software components , 11 Jan 2024, In: Transactions in GIS. 28 (2024), 2, p. 176-199, 24 p.Electronic (full-text) versionResearch output: Contribution to journal > Research article
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Analyzing One-Sided Communication Using Memory Access Diagrams , 2024, Euro-Par 2023: Parallel Processing Workshops: Parallel Processing Workshops - Euro-Par 2023 International Workshops, Limassol, Cyprus, August 28 – September 1, 2023, Revised Selected Papers. Zeinalipour, D., Blanco Heras, D., Pallis, G., Herodotou, H., Trihinas, D., Balouek, D., Diehl, P., Cojean, T., Fürlinger, K., Kirkeby, M. H., Nardelli, M. & Di Sanzo, P. (eds.). Cham: Springer Nature Switzerland, Dortrecht [u. a.], p. 147-159, 13 p.Electronic (full-text) versionResearch output: Contribution to book/conference proceedings/anthology/report > Conference contribution
2023
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Data Management Plan Tools: Overview and Evaluation , 7 Sep 2023, 7 p.Electronic (full-text) versionResearch output: Contribution to conferences > Poster
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NFDI4Earth Knowledge Hub - Concept (NFDI4Earth Deliverable D4.3.2) , 1 May 2023, ZenodoElectronic (full-text) versionResearch output: Other contribution > Other
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Approaches and tools for user-driven provenance and data quality information in spatial data infrastructures , 24 Apr 2023, In: International journal of digital earth. 16, 1, p. 1510-1529, 20 p.Electronic (full-text) versionResearch output: Contribution to journal > Research article
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Tool Chain to Extract and Contextualize Process Data for AI Applications , 21 Apr 2023, In: Chemie Ingenieur Technik. 95, 7, p. 1070-1076, 7 p.Electronic (full-text) versionResearch output: Contribution to journal > Research article
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ProMetaS – A Metadata Schema for Process Engineering and Industry , 18 Apr 2023, In: Chemie-Ingenieur-Technik. 95, 7, p. 1041-1048, 8 p.Electronic (full-text) versionResearch output: Contribution to journal > Research article
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AI in Process Industries – Current Status and Future Prospects , 13 Apr 2023, In: Chemie-Ingenieur-Technik. 95, 7, p. 975-988, 14 p.Electronic (full-text) versionResearch output: Contribution to journal > Review article
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Schlussbericht AI4DI: Teilvorhaben "Sensitive Strukturen für die Mensch-Maschine-Interaktion in digitalisierten Prozessketten" , 2023, 22 p.Electronic (full-text) versionResearch output: Preprint/documentation/report > Project report (Final and progress reports)