Multi-view kernel construction

DOI10.1007/s10994-009-5157-zzbMath1475.62185OpenAlexW2154057601MaRDI QIDQ1959565

Vicente L. Malave, Virginia R. de Sa, Patrick W. Gallagher, Joshua M. Lewis

Publication date: 7 October 2010

Published in: Machine Learning (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1007/s10994-009-5157-z

zbMATH Keywords

kernelspectral clusteringcanonical correlation analysis (CCA)co-clusteringmulti-viewfMRI analysisminimizing-disagreement

Mathematics Subject Classification ID

Classification and discrimination; cluster analysis (statistical aspects) (62H30) Measures of association (correlation, canonical correlation, etc.) (62H20) Inference from stochastic processes and spectral analysis (62M15)

Related Items (4)

Adaptive KNN and graph-based auto-weighted multi-view consensus spectral learning ⋮ Learning the geometry of common latent variables using alternating-diffusion ⋮ Polar Classification of Nominal Data ⋮ Latent common manifold learning with alternating diffusion: analysis and applications

Uses Software

• SimpleMKL
• SGTlight

Cites Work

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• Penalized Probabilistic Clustering
• Canonical Correlation Analysis: An Overview with Application to Learning Methods
• Structural, Syntactic, and Statistical Pattern Recognition
• RELATIONS BETWEEN TWO SETS OF VARIATES

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