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Papers matching “data science workflow” 203

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Designing a data access and integration workflow for medical data science: a use case of compiling a reusable data set for primary tumor discovery at MeDIC Cologne
2022 Zenodo (CERN European Organization for Nuclear Research) dissertation Health Professions Electronic Health Records Systems Open access

Julia Gehrmann

0

citations
Automating data science
2022 Communications of the ACM article Computer Science Machine Learning and Data Classification Open access

Tijl De Bie, Luc De Raedt, José Hernández‐Orallo, Holger H. Hoos, Padhraic Smyth, Christopher K. I. Williams

45

citations
Visualization and Automation in Data Science: Exploring the Paradox of Humans-in-the-Loop
2024 conference-paper Computer Science Data Visualization and Analytics Open access

Jen Rogers, Marie Anastacio, Jürgen Bernard, Mehdi Chakhchoukh, Rebecca Faust, Andreas Kerren, +3 more

4

citations
Making sense of fossils and artefacts: a review of best practices for the design of a successful workflow for machine learning-assisted citizen science projects
2025 PeerJ article Computer Science Research Data Management Practices Open access

Isaak Eijkelboom, Anne S. Schulp, Luc W. S. W. Amkreutz, Dylan Verheul, W.B. Verschoof, Sasja van der Vaart-Verschoof, +5 more

3

citations
Data and code for 'FAIR with FHIR: A Proposed Workflow for Retrospective FAIRification of FHIR-Compliant Health Data'
2026 Zenodo (CERN European Organization for Nuclear Research) dataset Computer Science Research Data Management Practices Open access

Heddema Femke, César H. Bernabé, Ihure Chris, Marco Roos

0

citations
Data and code for 'FAIR with FHIR: A Proposed Workflow for Retrospective FAIRification of FHIR-Compliant Health Data'
2026 Zenodo (CERN European Organization for Nuclear Research) dataset Computer Science Research Data Management Practices Open access

Femke Heddema, César H. Bernabé, Ihure Chris, Marco Roos

0

citations
Supplementary Material - FAIR with FHIR: A Proposed Workflow for Retrospective FAIRification of FHIR-Compliant Health Data
2026 Zenodo (CERN European Organization for Nuclear Research) supplementary-materials Computer Science Research Data Management Practices Open access

Heddema Femke, César H. Bernabé, Ihure Chris, Marco Roos

0

citations
PASTA-ELN: Simplifying Research Data Management for Experimental Materials Science
2026 RWTH Publications (RWTH Aachen) article Computer Science Research Data Management Practices Open access

Steffen Brinckmann, Georg Winkens, Ruth Schwaiger

0

citations
PathOS - D3.4 Data and Tools for the Long-term Evaluation of Open Science
2025 Zenodo (CERN European Organization for Nuclear Research) article Decision Sciences scientometrics and bibliometrics research Open access

Ioanna Grypari, Pedro Príncipe, Tommaso Venturini, Simon Apartis, Mélanie Dulong de Rosnay

0

citations
National biodiversity data infrastructures: ten essential functions for science, policy, and practice
2024 BioScience article Computer Science Research Data Management Practices Open access

Anton Güntsch, Jörg Overmann, Barbara Ebert, Aletta Bonn, Yvan Le Bras, Thore Engel, +10 more

29

citations
Casual Notebooks and Rigid Scripts: Understanding Data Science Programming
2020 Proceedings/Proceedings -- IEEE Symposium on Visual Languages and Human-Centric Computing conference-paper Decision Sciences Scientific Computing and Data Management

Krishna Subramanian, Nur Al-huda Hamdan, Jan Borchers

9

citations
Research Data Management in Material Science and Engineering
2026 Zenodo (CERN European Organization for Nuclear Research) article Computer Science Research Data Management Practices Open access

Khalil Rejiba, Sang-Hyeok Lee, Sandra Korte‐Kerzel, U. Kerzel

0

citations
Level Up Your Research Data Management - Gamification Strategies for Advancing Science
2026 Zenodo (CERN European Organization for Nuclear Research) article Computer Science Research Data Management Practices Open access

Ron Dockhorn, Ute Trautwein‐Bruns, Antje Manske

0

citations
TRACTUS: Understanding and Supporting Source Code Experimentation in Hypothesis-Driven Data Science
2020 CHI Conference on Human Factors in Computing Systems conference-paper Computer Science Software Engineering Research cited by 2 patents

Krishna Subramanian, Johannes Maas, Jan Borchers

14

citations
A Correlative Microscopy Dataset for Multimodal Data Fusion and Image Matching in Materials Science
2026 Scientific Data data-paper Computer Science Advanced Image and Video Retrieval Techniques Open access

Ali Riza Durmaz, James D. Lamb, Kamilla Zaripova, Madeline Vailhe, Julia T. Pürstl, Justine Schulte, +3 more

1

citations
PASTA‐ELN : Simplifying Research Data Management for Experimental Materials Science
2026 Advanced Engineering Materials article Computer Science Research Data Management Practices Open access

Steffen Brinckmann, Georg Winkens, Ruth Schwaiger

0

citations
Development of a cloud-based toolchain for data science in fuel cell vehicles
2025 Journal of Power Sources article Engineering Fuel Cells and Related Materials Open access

Simon Mertes, Marvin Schmidt, Stefan Sterlepper, Marius Walters, Stefan Pischinger

5

citations
Optimization workflow to parameterize elastomer material models based on arbitrary time‐domain measurement data
2023 Journal of Applied Polymer Science article Engineering Elasticity and Material Modeling Open access

Tobias Rapp, Georg Jacobs, Joerg Berroth, Ralf Bauermeister, Stefan Wischmann

2

citations
Supporting AI Readiness Through Digital Workflows in Materials Science
2026 Advanced Engineering Materials article Decision Sciences Scientific Computing and Data Management Open access

Marian Bruns, Lateef Abdul, S. Barth, Martin Glauer, Fabian Neuhaus, Jan-Ole Perschewski, +58 more

1

citations
Towards FAIRness using an Interoperable Research Data Architecture Developed within NFDI-MatWerk - RDA 2025
2025 Zenodo (CERN European Organization for Nuclear Research) article Computer Science Research Data Management Practices Open access

0

citations
Towards FAIRness using an Interoperable Research Data Architecture Developed within NFDI-MatWerk - RDA 2025
2025 Zenodo (CERN European Organization for Nuclear Research) article Computer Science Research Data Management Practices Open access

0

citations
Digital Transformation in Materials Science: A User Journey of Nanoindentation, Image Analysis and Simulations
2025 Data Science Journal article Decision Sciences Scientific Computing and Data Management Open access

Hanna Tsybenko, Sarath Kumar Menon, Fei Chen, Abril Azócar Guzmán, Katharina M. E. Grünwald, Steffen Brinckmann, +5 more

1

citations
Advancing Digital Transformation in Material Science: The Role of Workflows Within the MaterialDigital Initiative
2025 Advanced Engineering Materials article Decision Sciences Scientific Computing and Data Management Open access

Simon Bekemeier, Celso R. C. Rêgo, Ujjal Saikia, Osamu Waseda, Markus Apel, Felix Arendt, +28 more

18

citations
Applicability Assessment of Technologies for Predictive and Prescriptive Analytics of Nephrology Big Data
2025 PROTEOMICS article Health Professions Artificial Intelligence in Healthcare Open access

Riste Stojanov, Milos Jovanovik, Sasho Gramatikov, Igor Mishkovski, Eftim Zdravevski, Darko Sasanski, +7 more

3

citations
Enabling Community Curation of Biological Source Annotations of Molecular Data Through PlutoF and the ELIXIR Contextual Data Clearinghouse
2022 Biodiversity Information Science and Standards article Computer Science Research Data Management Practices Open access

Vishnukumar Balavenkataraman Kadhirvelu, Kessy Abarenkov, Allan Zirk, Joana Paupério, Guy Cochrane, Suran Jayathilaka, +6 more

3

citations