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Learnable Weighting of Intra-Attribute Distances for Categorical Data Clustering with Nominal and Ordinal Attributes

arXiv cs.LG · 2026-07-08 Cached

Proposes a novel distance metric for intra-attribute distances in categorical data clustering that treats nominal and ordinal attributes separately while preserving order relationships, and introduces a clustering algorithm that integrates weight learning and partitioning.

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