AINeutralarXiv – CS AI · 3h ago6/10
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SmartIterator: Visual Analytics Workflows for Supervising Unsupervised Data Grouping
SmartIterator is a visual analytics framework that helps data scientists systematically evaluate and choose between multiple unsupervised learning results across parameter sweeps. The approach operationalizes structured six-phase workflows for three clustering and topic-modeling method families, enabling informed decision-making by visualizing data grouping quality, stability, membership confidence, and domain context simultaneously.