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20152026
most citedLearning Self-Growth Maps for Fast and Accurate Imbalanced Streaming Data Clustering

78 citations · 97 across the 12 of their papers we have counts for

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cs.AI2026

Beyond Statistical Co-occurrence: Unlocking Intrinsic Semantics for Tabular Data Clustering

Mingjie Zhao, Yunfan Zhang, Yiqun Zhang +1

Deep Clustering (DC) has emerged as a powerful tool for tabular data analysis in real-world domains like finance and healthcare. However, most existing methods rely on data-level s…