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A Rigorous Uncertainty-Aware Quantification Framework Is Essential for Reproducible and Replicable Machine Learning Workflows
The ability to replicate predictions by machine learning (ML) or artificial intelligence (AI) models and results in scientific workflows that incorporate such ML/AI predictions is driven by numerous factors.
Figure Descriptive Text Extraction using Ontological Representation
Experimental research publications provide figure form resources including graphs, charts, and any type of images to effectively support and convey methods and results.
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