Multivariate functional outlier detection using the fast massive unsupervised outlier detection indices

DOI10.1002/STA4.567MaRDI QIDQ6548811

Rosa E. Lillo, Antonio Fernández Anta, Oluwasegun Taiwo Ojo, Marc G. Genton

Publication date: 3 June 2024

Published in: Stat (Search for Journal in Brave)

zbMATH Keywords

functional datamultivariate functional datavideo datafunctional outlier detectionFastMUODoutlier classification

Mathematics Subject Classification ID

Statistics (62-XX)

Cites Work

• Title not available (Why is that?)
• Directional outlyingness for multivariate functional data
• Multivariate Functional Data Visualization and Outlier Detection
• An angle-based multivariate functional pseudo-depth for shape outlier detection
• Multivariate functional outlier detection
• A half-region depth for functional data
• Functional outlier detection and taxonomy by sequential transformations
• A Measure of Directional Outlyingness With Applications to Image Data and Video
• Multivariate Functional Principal Component Analysis for Data Observed on Different (Dimensional) Domains
• On the Concept of Depth for Functional Data
• A Decomposition of Total Variation Depth for Understanding Functional Outliers

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