Hierarchical clustering for histogram data

DOI10.1002/WICS.1405zbMATH Open1545.62014MaRDI QIDQ6607059

Jaejik Kim, L. Billard

Publication date: 17 September 2024

Published in: Wiley Interdisciplinary Reviews. WIREs Computational Statistics (Search for Journal in Brave)

zbMATH Keywords

cumulative density function dissimilarityEuclidean extended Ichino-Yaguchi dissimilaritypolythetic hierarchy trees

Mathematics Subject Classification ID

Computational methods for problems pertaining to statistics (62-08)

Cites Work

• A polythetic clustering process and cluster validity indexes for histogram-valued objects
• Symbolic Data Analysis
• Well-Separated Clusters and Optimal Fuzzy Partitions
• Brief overview of symbolic data and analytic issues
• Far beyond the classical data models: symbolic data analysis
• Dissimilarity Measures for Histogram-valued Observations
• Generalized Minkowski metrics for mixed feature-type data analysis

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