Multimodal correlations-based data clustering

DOI10.3934/fods.2022011zbMath1496.62104OpenAlexW4285220982MaRDI QIDQ2087416

Ioannis D. Schizas, Jia Chen

Publication date: 20 October 2022

Published in: Foundations of Data Science (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.3934/fods.2022011

zbMATH Keywords

multiset canonical correlation analysismultimodal data clusteringonline processing

Mathematics Subject Classification ID

Computational methods for problems pertaining to statistics (62-08) Classification and discrimination; cluster analysis (statistical aspects) (62H30) Measures of association (correlation, canonical correlation, etc.) (62H20)

Uses Software

• PMA

Cites Work

• Unnamed Item
• Unnamed Item
• Unnamed Item
• Unnamed Item
• Unnamed Item
• A penalized matrix decomposition, with applications to sparse principal components and canonical correlation analysis
• Characterization of the subdifferential of some matrix norms
• Sparse Canonical Correlation Analysis with Application to Genomic Data Integration
• Biclustering via Sparse Singular Value Decomposition
• Conjugate Mixture Models for Clustering Multimodal Data
• Gradient Convergence in Gradient methods with Errors
• Covariance Eigenvector Sparsity for Compression and Denoising
• Online Distributed Sparsity-Aware Canonical Correlation Analysis
• Least squares quantization in PCM
• Multi-view Regression Via Canonical Correlation Analysis
• Canonical analysis of several sets of variables

This page was built for publication: Multimodal correlations-based data clustering