Exploratory Analysis of Distributional Data Using the Quantile Method

The quantile method transforms each complex object described by different histogram values to a common number of quantile vectors. This paper retraces the authors’ research, including a principal component analysis, unsupervised feature selection using hierarchical conceptual clustering, and lookup...

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Bibliographic Details
Published in:AppliedMath
Main Author: Manabu Ichino
Format: Article
Language:English
Published: MDPI AG 2024-02-01
Subjects:
quantile vector
bin rectangle
concept size
compactness
monotone property
Online Access:https://www.mdpi.com/2673-9909/4/1/14

Internet

https://www.mdpi.com/2673-9909/4/1/14

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