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Volume 25 (2026): Issue 1 Cover

Volume 25 (2026): Issue 1 (Jan 2026)

Data Science Journal
Open Access
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Issue 1

9 articles
Open Access
|Jan 2026
Integrating Machine Learning Standards in Disseminating Machine Learning Research
Scott C. Edmunds,  Nicole Nogoy,  Qing Lan,  Hongfang Zhang,  Yannan Fan,  Hongling Zhou and  Chris Armit  
Open Access
|Jan 2026
Author Once, Publish Everywhere: Portable Metadata Authoring with the CEDAR Embeddable Editor
Martin J. O’Connor,  Marcos Martínez-Romero,  Attila L. Egyedi,  Mete U. Akdogan,  Michael V. Dorf and  Mark A. Musen  
Open Access
|Feb 2026
Implementing the FAIR and CARE Principles Simultaneously: Emerging Insights from IPBES
Renske M. Gudde,  Rainer M. Krug,  Yanina V. Sica,  Howard P. Nelson,  Félicie Françoise,  Manuela Gómez-Suárez and  Aidin Niamir  
Open Access
|Feb 2026
Data Management in a Community-Based Birth Cohort: What the SEMILLA Study Teaches Us
Nataly Cadena,  Fadya Orozco,  Stephanie Montenegro,  Fabián Muñoz and  Alexis J. Handal  
Open Access
|Feb 2026
Essential Aspects of Tools for Developing Scientific Data Management Plans
Fabiano Couto Corrêa Silva,  Sandra de Albuquerque Siebra,  Laura Vilela Rodrigues Rezende,  Alexandre Faria de Oliveira and  Denise Oliveira de Araújo  
Open Access
|Feb 2026
Bridging the Data Discovery Gap: User-Centric Recommendations for Research Data Repositories
Mingfang Wu,  Felicitas Löffler,  Brigitte Mathiak,  Fotis Psomopoulos,  Uwe Schindler,  Amir Aryani,  Jordi Bodera Sempere,  Antica Culina,  Andreas Czerniak,  Chris Erdmann,  Kathleen Gregory,  Nick Juty,  Allyson Lister,  Ying-Hsang Liu and  Samantha Pearman-Kanza  
Open Access
|Feb 2026
Development of Technology Convergence Assessment Framework for Poly crisis
Rania Elsayed Ibrahim,  Tshiamo Motshegwa,  Abdelaziz Elfadaly,  Alaa A. Elbiomy and  Mai Ramadan Ibraheem  
Open Access
|Feb 2026
FIP Check: A Rubric-Based Tool for Assessing FAIR Implementation Profiles and Enabling Resources
Sungha Kang,  John Graybeal,  Barbara Magagna,  Erik Schultes,  Nancy Hoebelheinrich,  Chris Erdmann,  Ismael Kherroubi Garcia,  Julianne Christopher and  Christine R. Kirkpatrick  
Open Access
|Mar 2026
Things Fall Apart: Lessons from a Defunded Data Repository
Alex de Sherbinin  
eISSN: 1683-1470|Language: English|Publication frequency: 1 time per year
Published by: Ubiquity Press
In partnership with: Paradigm Publishing Services
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