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info@zbmed.de
Phone: +49 (0)221 478-5685

Cologne Site

Medicine and Health

Address:
ZB MED – Information Centre for Life Sciences
Gleueler Straße 60
50931 Cologne (Köln)
Germany

Bonn Site

Nutritional, Environmental and Agricultural Sciences

Address:
ZB MED – Information Centre for Life Sciences
Friedrich-Hirzebruch-Allee 4
53115 Bonn
Germany

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INFORMATION.

KNOWLEDGE.
LIFE.

An infrastructure and research centre for data and information in the life sciences.

Event details

Research Data Management in Data Science and AI - Avoiding a Replicability Crisis (RDM4AI)

Event:
KI 2024 - 47th German Conference on Artificial Intelligence
What?
workshop
Where?

Würzburg
When?
25.09.2024   to   27.09.2024
09:08
Who?

Ricardo Usbeck (Leuphana), Angelie Kraft (Leuphana) and Leyla Jael Castro (ZB MED)


This tutorial, supported by NFDI4DataScience, addresses the replicability crisis in Artificial Intelligence, with a particular focus on machine-based learning approaches. It covers the research data life cycle, emphasizing best practices for data/software management, metadata, documentation, versioning, and sharing practical examples on how to achieve such practices. Additionally, it introduces model and dataset cards for comprehensive reporting, and advocates for the adoption of FAIR Data Principles to transform research outputs into FAIR Data Objects (FDOs). Aimed at academics across all domains working on AI fields, the tutorial provides practical guidance to enhance transparency and accountability, fostering a more reliable and impactful AI landscape.
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ZB MED is supported by the Federal Ministry of Health

ZB MED is supported by the Federal Ministry of Health.

The Federal Ministry of Health is a sponsor of ZB MED on the basis of a decision by the German Bundestag.

Local universities cooperate closely with ZB MED as partners

Logo of University Cologne

The robust, well-established partnership between ZB MED and the University of Cologne covers research, teaching and the provision of information. The Scientific Director of ZB MED also holds a professorship at the Medical Faculty.

ZB MED is sponsered by the Ministry of Culture and Science of North Rhine-Westphalia

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Logo of Ministry of Culture and Science of the German State of North Rhine-Westphalia

The Ministry of Culture and Science of the German State of North Rhine-Westphalia is sponsoring ZB MED.

Local universities cooperate closely with ZB MED as partners

Logo University Bonn

A joint professorship is just one example of the cooperation between ZB MED and the University of Bonn in the fields of research and teaching. ZB MED’s Bonn site is located on the Poppelsdorf campus.

ZB MED advocates Open Access

ZB MED promotes and supports open access to scientific research through the PUBLISSO portal and other services.

Local universities cooperate closely with ZB MED as partners

ZB MED’s cooperation with TH Köln focuses on providing qualifications in information and data science through joint professorships and other strategies.

ZB MED is a member of DataCite

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DataCite is an international not-for-profit organisation that offers services and know-how relating to the management, referencing and citation of research data.

ZB MED and Bielefeld University have signed a cooperation agreement

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The objective is to work together to provide complementary information services for the life sciences.

ZB MED advocates equality

ZB MED received the TOTAL E-QUALITY award in 2010, 2013, 2017 and 2021 for successfully implementing equality in its staffing structure and personnel policies.

ZB MED is one of over 30 partners in the LFV Open Science

The network is committed to the research and development of working methods, infrastructures, and tools of Open Science.

ZB MED is a member of DAFA.

The "Deutsche Agrarfoschungsallianz" aims to improve the performance, transparency and international visibility of German agricultural research. It is a joint project of German agricultural research.

ZB MED is committed to the principles of Libraries4Future.

Climate protection, sustainability, responsibility, social solidarity.