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Metadata 2020 Metadata Evaluation Projects [PDF]
Research Ideas and Outcomes, 2020 Metadata 2020: a cross-community collaboration that advocates richer, connected, reusable, and open metadata for all research outputs to advance scholarly pursuits for the benefit of society. A group of volunteers working together trying to encourage and
Ted Habermann
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Connecting Repositories to the Global Research Community: A Re-Curation Process
Journal of eScience Librarianship, 2023 Over the last decade, significant changes have affected the work that data repositories of all kinds do. First, the emergence of globally unique and persistent identifiers (PIDs) has created new opportunities for repositories to engage with the global ...
Ted Habermann
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Capturing Data Provenance from Statistical Software
International Journal of Digital Curation, 2022 We have created tools that automate one of the most burdensome aspects of documenting the provenance of research data: describing data transformations performed by statistical software.
George Charles Alter +12 more
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2021 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2021 Batch Normalization (BN) and its variants have delivered tremendous success in combating the covariate shift induced by the training step of deep learning methods. While these techniques normalize feature distributions by standardizing with batch statistics, they do not correct the influence on features from extraneous variables or multiple ...
Lu, Mandy +6 more
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Wie FAIR sind unsere Metadaten?
Bausteine Forschungsdatenmanagement, 2021 Im vorliegenden Erfahrungsbericht stellen wir eine Metadatenanalyse vor, welche die Metadatenqualität von 144 Repositorien des TIB-DOI-Service im Hinblick auf die Erfüllung der FAIR Data Principles, Konsistenz und Vollständigkeit untersucht.
Marleen Burger +2 more
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Journal of the Medical Library Association, 2023 The Doctor of Nursing Practice (DNP) project collection is a group of approximately 120 DNP projects archived between 2017 and 2022 in Health Sciences Research Commons (HSRC), the health sciences institutional repository (IR) for the George Washington ...
Sara Hoover
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, 2022 Metadata are a very broad and extremely differentiated subject and ranges from rudimentary catalog data to deeply indexed scientific catalogs (e.g., catalogs of works). In this paper, the concept of metadata in the context of MEI is first examined, before two examples are used to show that metadata are more than just rudimentary descriptions.
Gubsch, Clemens, Ried, Dennis
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Methods & Proposal for Metadata Guiding Principles for Scholarly Communications [PDF]
Research Ideas and Outcomes, 2020 This article describes an international community-based effort to create metadata guiding principles for adopting and using richer metadata and advancing its application in scholarly communications.
Kathryn Kaiser +5 more
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Predicting structured metadata from unstructured metadata [PDF]
Database, 2016 Enormous amounts of biomedical data have been and are being produced by investigators all over the world. However, one crucial and limiting factor in data reuse is accurate, structured and complete description of the data or data about the data-defined as metadata.
Posch, Lisa +3 more
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Metadata 2020 Workathon Proceedings - Sept 2019 [PDF]
Research Ideas and Outcomes, 2020 Metadata 2020 have been thinking about how to spend the time during 2020 to ensure that our efforts result in the greatest impact possible. In reviewing our midpoint outputs, we recognized that a key piece that often is missing in the Scholarly ...
John Chodacki +12 more
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