Articles with "data hierarchical" as a keyword



PretopoMD: pretopology-based mixed data hierarchical clustering

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Published in 2025 at "Applied Intelligence"

DOI: 10.1007/s10489-025-06770-1

Abstract: This article presents a novel pretopology-based algorithm designed to address the challenges of clustering mixed data without the need for dimensionality reduction. Leveraging Disjunctive Normal Form, our approach formulates customizable logical rules and adjustable hyperparameters… read more here.

Keywords: mixed data; data hierarchical; pretopology based; pretopomd pretopology ... See more keywords