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Data Science Journal, Volume 25
Volume 25, 2026
- Scott C. Edmunds

, Nicole Nogoy
, Qing Lan
, Hongfang Zhang
, Yannan Fan
, Hongling Zhou
, Chris Armit
:
Integrating Machine Learning Standards in Disseminating Machine Learning Research. - Nataly Cadena

, Fadya Orozco
, Stephanie Montenegro
, Fabián Muñoz
, Alexis J. Handal
:
Data Management in a Community-Based Birth Cohort: What the SEMILLA Study Teaches Us. - Martin J. O'Connor

, Marcos Martínez Romero
, Attila L. Egyedi
, Mete Ugur Akdogan
, Michael Dorf
, Mark A. Musen
:
Author Once, Publish Everywhere: Portable Metadata Authoring with the CEDAR Embeddable Editor. - Renske M. Gudde

, Rainer M. Krug
, Yanina V. Sica
, Howard P. Nelson
, Félicie Françoise
, Manuela Gómez-Suárez
, Aidin Niamir
:
Implementing the FAIR and CARE Principles Simultaneously: Emerging Insights from IPBES. - Ge Peng

, Hampapuram K. Ramapriyan, Yaxing Wei
, Bhaskar Ramachandran, Gao Chen, Zhong Liu
, David Moroni
, Edward M. Armstrong, Rüdiger Gens
:
Aligning NASA Earth Science Data Stewardship with FAIR Principles: Outcomes, Recommendations, and Future Directions. - Fabiano Couto Corrêa da Silva

, Sandra de Albuquerque Siebra, Laura Vilela Rodrigues Rezende, Alexandre Faria de Oliveira
, Denise Oliveira de Araújo
:
Correction: Essential Aspects of Tools for Developing Scientific Data Management Plans. - Sungha Kang

, John B. Graybeal, Barbara Magagna
, Erik Schultes
, Nancy Hoebelheinrich
, Christopher Erdmann, Ismael Kherroubi Garcia
, Julianne Christopher
, Christine R. Kirkpatrick
:
FIP Check: A Rubric-Based Tool for Assessing FAIR Implementation Profiles and Enabling Resources. 8 - Alex de Sherbinin

:
Things Fall Apart: Lessons from a Defunded Data Repository. - Fabiano Couto Corrêa da Silva

, Sandra de Albuquerque Siebra, Laura Vilela Rodrigues Rezende, Alexandre Faria de Oliveira
, Denise Oliveira de Araújo
:
Essential Aspects of Tools for Developing Scientific Data Management Plans. - Rania Elsayed Ibrahim

, Tshiamo Motshegwa
, Abdelaziz Elfadaly
, Alaa A. Elbiomy, Mai Ramadan Ibraheem
:
Development of Technology Convergence Assessment Framework for Poly crisis. - Mingfang Wu

, Felicitas Löffler
, Brigitte Mathiak
, Fotis E. Psomopoulos, Uwe Schindler
, Amir Aryani, Jordi Bodera Sempere
, Antica Culina
, Andreas Czerniak
, Chris Erdmann, Kathleen Gregory, Nick S. Juty, Allyson L. Lister, Ying-Hsang Liu, Samantha Pearman-Kanza:
Bridging the Data Discovery Gap: User-Centric Recommendations for Research Data Repositories.

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