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Sheeba Samuel · Study

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Sheeba Samuel

12 works· latest 2025· 1 institutionscluster: provisionalORCID 0000-0002-7981-8504

h-index9

i109

Citations238

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Most cited in this library

Computational reproducibility of Jupyter notebooks from biomedical publications2024 · 51 citations
ProvBook: Provenance-based Semantic Enrichment of Interactive Notebooks for Reproducibility.2018 · 38 citations
Machine Learning Pipelines: Provenance, Reproducibility and FAIR Data Principles2021 · 31 citations
End-to-End provenance representation for the understandability and reproducibility of scientific experiments using a semantic approach2022 · 21 citations
Combining P-Plan and the REPRODUCE-ME Ontology to Achieve Semantic Enrichment of Scientific Experiments Using Interactive Notebooks2018 · 19 citations

Works

12 shown

Evaluating the method reproducibility of deep learning models in biodiversity research

PeerJ Computer Science·2025·5 authors·Open access

7citations

Computational reproducibility of Jupyter notebooks from biomedical publications

GigaScience·2024·2 authors·Open access

51citations

A collaborative semantic-based provenance management platform for reproducibility

PeerJ Computer Science·2022·2 authors·Open access

11citations

End-to-End provenance representation for the understandability and reproducibility of scientific experiments using a semantic approach

Journal of Biomedical Semantics·2022·2 authors·Open access

21citations

Machine Learning Pipelines: Provenance, Reproducibility and FAIR Data Principles

Lecture notes in computer science·2021·3 authors·other·Open access

31citations

ReproduceMeGit: A Visualization Tool for Analyzing Reproducibility of Jupyter Notebooks

Lecture notes in computer science·2021·2 authors·other·Open access

13citations

Towards Tracking Provenance from Machine Learning Notebooks

International Joint Conference on Knowledge Discovery, Knowledge Engineering and Knowledge Management·2021·3 authors·other

6citations

A provenance-based semantic approach to support understandability, reproducibility, and reuse of scientific experiments

Common Library Network (Der Gemeinsame Bibliotheksverbund)·2019·1 author·thesis·Open access

19citations

ProvBook: Provenance-based Semantic Enrichment of Interactive Notebooks for Reproducibility.

·2018·2 authors

38citations

Combining P-Plan and the REPRODUCE-ME Ontology to Achieve Semantic Enrichment of Scientific Experiments Using Interactive Notebooks

Lecture notes in computer science·2018·2 authors·other

19citations

The Story of an Experiment: A Provenance-based Semantic Approach towards Research Reproducibility

Document Server@UHasselt (UHasselt)·2018·8 authors·other·Open access

14citations

Towards Reproducibility of Microscopy Experiments

D-Lib Magazine·2017·4 authors·Open access

8citations