Knowledge-Based Data Integration is a data integration approach that leverages structured prior knowledge—such as ontologies, biological pathways, or domain-specific rules—to guide and constrain the integration of omics datasets, distinguishing it from data-driven or statistical integration methods by its reliance on curated, external biological knowledge to enhance interpretability and biological relevance.
110
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4.3K
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637
Authors
273
Institutions
Publications per year
2017–2026
30
Parents
Publications
110
TAMBIS: Transparent Access to Multiple Bioinformatics Information Sources
Robert Stevens, Patricia Baker, Sean Bechhofer et al. · Bioinformatics · 2000 · 454 citations
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637
- CM
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1–5 of 637
Institutions
273
University of California San Diego
San Diego, United States
5 h-index
16 publications
365 citations
San Diego Supercomputer Center
San Diego, United States
4 h-index
11 publications
240 citations
Centre National de la Recherche Scientifique
Paris, France
4 h-index
15 publications
355 citations
Lawrence Berkeley National Laboratory
Berkeley, United States
4 h-index
23 publications
1.1K citations
Jackson Laboratory
Bar Harbor, United States
4 h-index
37 publications
2.4K citations
Oregon State University
Corvallis, United States
4 h-index
9 publications
415 citations
Universidad de Murcia
Murcia, Spain
3 h-index
8 publications
300 citations
Universidad Politécnica de Madrid
Madrid, Spain
3 h-index
13 publications
387 citations
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Venues
- BMC Bioinformatics
11 publications · 390 citations
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- Bioinformatics
8 publications · 763 citations
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- Journal of Biomedical Informatics
3 publications · 162 citations
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- Methods in molecular biology
Book series · 3 publications · 153 citations
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- PLoS Computational Biology
2 publications · 85 citations
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