Fast model-based clustering of partial records (Q6543823)

scientific article; zbMATH DE number 7853554

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English	Fast model-based clustering of partial records	scientific article; zbMATH DE number 7853554

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scholarly article

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title

Fast model-based clustering of partial records (English)

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27 May 2024

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zbMATH Keywords

finite mixture models

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imputation

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modified EM-EM algorithm

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Rnd-EM algorithm

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unsupervised learning

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MaRDI profile type

Publication

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cites work

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An efficient k‐means‐type algorithm for clustering datasets with incomplete records

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Finite mixture models and model-based clustering

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Inference and missing data

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Estimating the dimension of a model

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Clustering with Missing Values

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Rough subspace neuro-fuzzy system

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Classification, clustering, and data mining applications. Proceedings of the meeting of the International Federation of Classification Societies (IFCS), Chicago, IL, USA, July 15--18, 2004.

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Robust model-based clustering via mixtures of skew-\(t\) distributions with missing information

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Mixtures of generalized hyperbolic distributions and mixtures of skew-\(t\) distributions for model-based clustering with incomplete data

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Identifiers

DOI

10.1002/sta4.416

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Mathematics Subject Classification ID

62-XX

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zbMATH DE Number

7853554

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Sitelinks

Mathematics(1 entry)

mardi Publication:6543823